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'US20200248508A1'	'Method and System for Directional Drilling'	['E21B7/068', 'E21B44/02', 'E21B44/04', 'E21B44/06', 'E21B47/024', 'E21B7/10']	['Deflecting the direction of boreholes drilled by a down-hole drilling motor', 'Automatic control of the tool feed', 'Automatic control of the tool feed in response to the torque of the drive ; Measuring drilling torque', 'Automatic control of the tool feed in response to the flow or pressure of the motive fluid of the drive', 'Determining slope or direction of devices in the borehole', 'Correction of deflected boreholes']	2020-04-05T13:00:00Z	['Wayne Kotovsky', 'Ginger Vinyard Hildebrand', 'Chunling Gu Coffman', 'Matthew Summers', 'Rustam Isangulov']	['Schlumberger Technology Corp']	['directional drilling starting stopping spatial position sequence sliding rotary drilling determined calculate trajectory sequence drilling operating parameter constraint drilling operating parameter calculated trajectory calculated trajectory', 'steering response steerable motor response drilling operating parameter drilling spatial position drilling determined point intermediate starting stopping relationship steering response drilling operating parameter drilling parameter constraint', 'measured spatial position stopping spatial position drilling steerable motor sensor measuring orientation sensor measuring orientation steerable motor drill bit distal end drill string steerable motor processor signal communication orientation', 'sensor sensor processor processor compute steering response steerable motor measured slide drilling change face orientation weight applied drill bit related variation sensor user interface signal communication processor interface output derived', 'derived therefrom output provided user interface automatic drilling controller steering response prior measured steering extrapolation steering response weighted average prior steering average temporal proximity depth proximity fractional absolute', 'absolute slide drilling directional survey interval scatter directional survey interval relationship combination prior steering drilling outlier processor user interface display warning replace drill string steering response variation meet threshold', 'threshold criteria current status target spatial location orientation change reactive torque steerable motor processor compute displayed user interface assist zero reactive torque measurement result desired orientation selected reactive torque', 'torque determined processor receive input target spatial position processor calculate drilling applied enable steerable motor trajectory reach target spatial position orientation processor determine measured depth rotary scatter orientation', 'processor determine measured depth slide rotary scatter combination difference successive absolute deviation variance range norm average modulus average complex virtual survey measured depth directional surveying equipment derived therefrom', 'therefrom calculated processor output user interface automatic drilling controller virtual survey point near starting point path orientation virtual survey point constrain tangent near beginning path related divisional copending ser national phase', 'phase international priority provisional ser incorporated entirety background related field directional drilling subsurface specifically related performance directional drilling steerable drilling subsurface known selected geodetic directional', 'drilling traverse path surface location selected subsurface target geodetic away surface location technique directional drilling known steerable drilling disposed proximate end drill string steerable motor drill string rotate drill bit output end', 'end motor motor drilling fluid drill string disposed surface operating motor generate rotational energy turn drill bit disposed housing bend length angle bend range fraction degree depending selected trajectory directionally steerable rotary', 'rotary drilling mode entire drill string steerable motor rotated equipment drilling rig surface equipment table combination drive rotary drilling mode direction trajectory geodetic azimuth inclination vertical substantially constant direction change', 'change desired change trajectory rotation drill string stopped steerable motor bend motor housing directed change direction trajectory operation known slide drilling known slide drilling typically rate rate rotary drilling minimize time drilling', 'drilling operation desirable minimize time engaged slide drilling drill selected trajectory sliding distance require higher trajectory change equipment result tortuosity tortuosity completion slide drilling overall speed drilling balanced quality', 'quality trajectory change slide drilling configuration steerable motor drilling combination degree accuracy actual trajectory response steerable motor drilling combination affected precisely known nonlimiting mechanical spatial distribution', 'subsurface drilling steerable motor variability actual drilling execution variability time obtain selected motor orientation slide drilling highly variable ability hold correct orientation highly variable directional drilling performance drilling', 'drilling correct type drill bit subsurface drill lengthen selected orientation angle bend motor housing vary sliding result reactive torque torque loading steerable motor impracticable eliminate variability friction wall drill string rate drill bit', 'drill bit brief schematic view directional drilling accordance block diagram directional drilling control flow chart directional drilling nonlinear finite analysis drilling steerable motor response computer directional drilling drilling rig rig', 'rig rig generally numeral rig land rig illustration limitation apply equally marine drilling drill rig derrick ground rig floor rig lifting gear crown block mounted derrick traveling block crown block traveling block cable driven draw works control', 'control upward downward movement traveling block traveling block hook drive suspended drive drill pipe string drill string generally numeral drive rotate drill string direction apply selected torque drill string drill string drive sub configuration', 'limitation surface drill string torque sensor provided sub location surface torque sensor limitation surface drill pipe rotational orientation sensor drill string angular orientation surface face provided sub location surface drill string', 'string orientation sensor limitation sub sold cedar park known torque tension sub surface torque sensor strain gage sub torque sensor current measurement electrically rotary table drive motor sensor hydraulically drive drill string torque sensor', 'sensor signal surface orientation sensor angular accelerometer related surface torque irrespective instrumentation torque sensor measurement torque applied drill string surface drive rotary table depending rig measured make limitation fluid drill', 'drill string weight suspended hook sensor strain gauge sensor suspended weight enable rig operator driller estimate determine total drill string weight transferred drill bit weight end drill string automatic controller type known enable automatic', 'automatic control rate drill string automatic control wob nonlimiting controller pat power al drill string drill pipe separately hole drill suite measurement drilling directional sensor directional sensor angle geodetic geomagnetic direction azimuth', 'azimuth inclination steerable drilling motor steerable motor connected near steerable motor positive displacement motor turbine electric motor turn drill bit independently rotation drill string steerable motor disposed elongated housing drill string', 'string housing bend length direction bend steerable motor housing angle angle steerable motor selected rotary orientation correct adjust azimuth inclination slide drilling drilling drill bit turned action steerable motor remainder drill string drive', 'drive rotary table rig maintain angle angle steerable motor directional sensor user able determine steerable motor angle selected times drilling fluid interior drill string mud mud hose rotary drilling drill string rotated drive table rig drive', 'rig drive slidingly mounted parallel vertically extending similar structure resist rotation torque applied drill string slide drilling drill string drive maintain selected steerable motor angle drill bit rotated steerable motor steerable motor', 'motor ultimately drilling fluid mud mud hose drill string driller operate drive change orientation steerable motor slide drilling rotating entire drill string drive rotating drill string drive illustration previously limit recognize connection', 'equipment turn drill string surface equipment rotary table kelly bushing apply torque drill string produced drill bit subsurface carried drilling fluid mud discharge mud drill string sensor drill string sensor pump transducer hydraulic communication', 'mud hose connected mud drive swivel table sensor inside drill string actual location sensor limit sub sensor measure inside drill string trajectory slide drilling desired direction slide drilling trajectory direction selected length axial distance', 'distance driller operate drive rotate entire drill string operation rotary drilling steerable drilling motor direction substantially constant block diagram directional drilling control accept input directional sensor signal indicative angle', 'angle steerable motor accept input signal drill string torque sensor torque sensor measure torque applied drill string surface accept input signal drill string sensor drill string internal fluid accept input surface drill pipe orientation sensor', 'sensor accept input sensor directional sensor torque sensor sensor sensor drill pipe orientation sensor received operatively processor processor received processor receive user input user input generally user input keyboard touch screen mouse light', 'light pen processor visual output display processor output drill string rotation controller drive rotary table rotate drill string manner processor output operate controller automatically control wob processor operate controller substantially', 'constant value drill string fluid mud selected drill bit torque load drilling substantially vertical selected depth kickoff point k directional drilling selected trajectory directional drilling driller operate drive table rig rotate drill string', 'string rotary orientation selected angle measured directional sensor steerable motor drill string axial loading weight drill string transferred drill bit drill bit subsurface drill steerable motor exert torque drill bit reactive torque applied drill', 'drill string reactive torque direction opposite torque drilling motor driller operate drive apply torque direction opposite reactive torque selected steerable motor angle substantially substantially vertical measurement geodetic geomagnetic', 'measurement magnetic inclination threshold level usually vertical angle measurement gravity vertical measurement gravity orientation sensor generate signal indicative drill string rotational orientation surface actual rotational orientation drill', 'drill string measured orientation sensor depend length drill string torsional drill string measured drill string orientation surface differ measured angle directional sensor provided surface measured rotational orientation assumed relatively short', 'short length selected drill pipe drill string selected surface measured drill string orientation result angle steerable motor similarly provided drilling operating foregoing relationship surface measured drill string orientation steerable motor', 'motor angle prove measurement directional sensor surface telemetry known minute surface directional drilling time added drill string drive kelly drill bit relationship measurement drill string orientation sensor orientation measured directional', 'sensor change relationship length drill string directional drilling slide drilling continue desired inclination angle subsurface location away surface location x substantially constant trajectory selected trajectory selected subsurface location', 'location point f foregoing angle steerable motor measured drill string orientation surface automatically operation drill string rotation controller response command processor processor maintain selected surface measured orientation drill string', 'string suitable respond sensor particularly torque rotational orientation drill string surface orientation drill string angle measured directional sensor manually driller operating drive directional sensor correspond desired change direction', 'direction trajectory directional drilling drilling plan surface geodetic position subsurface target geodetic traverse geodetic distance subsurface depth surface position subsurface target path trajectory selected path selected limitation minimum', 'minimum acceptable radius curvature path maximum dog leg severity capability steerable motor maximum permissible true vertical depth minimum inclination vertical permissible distance lease maximum distance point trajectory actual trajectory plan', 'plan trajectory optimization generate trajectory optimization algorithm select path optimization criteria nonlimiting optimization criteria dog leg severity torque drag total curvature path tortuosity path curvature spatial especially avoid slide', 'slide drilling total path length selected intermediate subsurface selected trajectory slide drilling length criteria sliding length drilling penetration rate selected context mean instantaneous drilling rate mean time drill selected length', 'length intermediate trajectory selected drilling operating selected selected path drilling commence selected drilling operating drilling actual position trajectory actual drilling measured determined path drilling path drilling continue intermediate', 'final target traversed drilling operating path selected return generate trajectory capable traversing target drilling operating trajectory removed adjustment removal depend limitation risk drill string mechanical failure risk collision risk', 'risk unacceptably traversing geodetic boundary path tortuosity completion construction casing liner impracticable foregoing constraint modification removal trajectory satisfied target selected case additional mechanism select target processor', 'processor processor automatically shift original selected trajectory greater measured depth satisfied selected measured depth range satisfying processor generate warning indicator remove drill string change removed enable reaching total path', 'path selected length measured depth optimization interval subset foregoing directional drilling equally applicable point actual trajectory measured depth surface position usable starting point point drilling starting point directional drilling', 'drilling subsequent intermediate target point final target point end maximum measured depth initially trajectory intermediate path selected criteria limitation user selection initially trajectory subsequent trajectory directional survey drill string', 'string stand length substantially equal length drilling operating selected section model f predict resulting geodetic spatial location orientation drilling time function slide drilling measured depth interval orientation slide drilling bit slide', 'bit slide drilling rotary drilling respectively rotary drilling available model f slide drilling differential increase drilling fluid load wob zero drilling fluid flow rate model drilling drill string wear indicia segment substantially constant', 'constant direction model f predict resulting geodetic spatial location geodetic orientation selected drilling operating measured slide drilling angle f optimization determined reach target desired time satisfying equipment wear path tortuosity', 'starting interval depth ending interval depth slide drilling angle determined model f predict time sliding efficiency factor torque drag selected interval slide drilling function drilling operating optionally formation drilling operating slide', 'slide drilling depth wob drill string fluid bit rotary speed optimization inverted optimize drilling performance satisfying model f inverted input additional limitation slide drilling wob rotary drilling wob rotary drilling bit slide drilling mud', 'mud flow rate rotary drilling mud flow rate invert f single slide drilling interval determine foregoing multiple slide drilling input model f sliding curve response face offset difference measured directional sensor actual steering response', 'response steerable motor directional rotary drilling determined directional surveying selected trajectory trajectory drilling starting initial response drill string drilling operating steerable motor sensitivity weight bit determined optimize', 'optimize sacrificing steering weighted average change trajectory measured angle slide drilling interval length slide drilling selected obtain desired trajectory curvature path tortuosity distance intermediate trajectory trajectory slide drilling', 'drilling selected borehole volume volume volume metrics trajectory true vertical depth left right trajectory volume need centered trajectory curved section volume lie completely concave curve trajectory plan slide appropriately substantially', 'straight trajectory exit volume taking account position orientation finite turning capability c slide selected borehole quality maximum dog leg severity borehole tortuosity good directional drilling slide drilling curve section possible satisfy', 'satisfy simultaneously apply user selected scheme request user input resolve conflict driller user select drilling operating wob drill string slide drilling rotary drilling drill string rotary drilling optimize measured path path drilling operating', 'operating foregoing limitation optimize selected minimize energy drill selected directional intentionally limit wob produce optimum reduce variability orientation variation orientation result bit torque consequent reactive torque applied steerable', 'steerable motor wob optimum value intent enable better control trajectory cost reducing speed optimization model f enable wob reducing stability trajectory control increasing variation exceeding drilling desirable intentionally reduce trajectory', 'control reduction substantially result deviation trajectory deviation optimization initial trajectory simultaneously depth individual slide drilling drilling operating optimization trajectory individual stand incremental drilling length optimization', 'entire trajectory optimization individual drill string optimization slide drilling frictional reactive torque affect ability precisely control wob turn orientation control orientation measured result ability select maintain orientation need', 'need accommodate interrelated wob reactive torque friction slide drilling direction instantaneous time driller better trajectory borehole depth weighted direction calculated displayed weighted average direction provided selected depth interval basis', 'basis stand basis section basis monitor change target path location placement decision weighted average provided drilling depth measured value instrument selected depth interval displayed actual change trajectory selected interval steering curve', 'curve response calculated depth weighted average c variation difference successive absolute deviation variance range norm average modulus average complex drilling operating initially selected response drill string drilling operating model nonlinear', 'nonlinear finite analysis initial path trajectory selected drill string mechanical selected mesh elastic shear mass forming dimensional model drill string drill string selected mesh subsurface hardness elastic shear density selected model drilling', 'drilling applied drill string solution determined drill string view applied wob friction drill string response drill string applied change depth change direction calculated input calculated repeated depth traversed drill string response drill string', 'string depth direction characteristic response selected drill string selected steerable motor drill bit applied wob operating rate steerable motor calculated initial steering directional response selected drilling operating modeling pat foregoing', 'foregoing modeling directional response steerable motor steering response foregoing initial steering response change trajectory measured wob bit mud flow rate steerable motor hydraulic starting point drilling actual steering response drill string', 'string measured wob determined foregoing calculate depth weighted average foregoing measured drilling response slide drilling relationship measured actual steering response determined determined relationship possible determine orientation', 'effectively steer desired path relationship measured actual steering response continually drilling rotary drilling trajectory assumed remain constant measured walk tendency change trajectory rotary drilling walk inclination slide drilling selected', 'selected distance trajectory turns direction orientation empirical relationship proportional constant proportionality c drilling consecutive directional instrument slide curve rate angular difference orientation directional total measured depth', 'depth slide drilling turn direction factor zero unity trajectory turning direction turn direction slide drilling walk tendency rotary drilling known determinable nonzero angular difference final orientation orientation rotary drilling initial', 'initial orientation total measured depth rotary drilling successive c previously calculated function weighted combination temporal proximity depth proximity fractional absolute slide drilling survey interval magnitude relation outlier metrics c', 'metrics c current offset combined combination time depth spatial position spatial orientation drilling derived therefrom combination prior slide drilling default value c calculated modeling nearby drilling similar possibly mechanical drill string', 'string steerable motor drill nearby selected arbitrarily calculated selected depth interval convert trajectory turn direction deg complex trajectory turn selected depth interval modulus result calculated slide drill slide drill assuming uniform', 'uniform curve rate inclination increase change azimuth direction drop net change increase inclination change azimuth dividing net inclination change total slide drilling depth interval total possible turn interval net turn direction factor possible', 'possible sliding curve rate constant direction slide drilling dividing angle change desired sliding curve rate c fact instrument direction inclination account feasible instrument smaller diameter rigidly attached drill string instrument align', 'align generally range measured offset depth range range directional survey measurement assumed constant function trajectory string mechanical potentially weight bit directional walk tendency rotary drilling measured drilling slide drilling', 'drilling directional magnitude tendency angular difference survey total measured depth survey significant buffer zone rotary drilling survey location survey location foregoing better enable exclusion misalignment previous paragraph direction rotary', 'rotary drilling walk tendency difference successive rotary walk tendency presence sliding angular difference slide drilling rotary drilling walk estimate future rotary drilling walk account subsequent drilling actual drilling actual fluctuate', 'fluctuate selected value variability mechanical wob consequent reactive torque exceeding speed driller adjust restore wob selected value sliding efficiency factor calculated selected depth interval range zero unity zero completely scattered exactly', 'exactly constant entire selected depth interval experience able attain slide drilling interval term c processor calculate moving average difference actual turn direction model incorporated anticipate c rotary drilling ahead bit function inclination', 'wob differential change mud pump value zero wob zero steerable motor load turn direction incorporated simple model ways model increase c inclination value c function likewise value scenario model subsurface anticipate c orientation rotary drilling', 'drilling ahead drill bit formation model geologic formation model formation correlation formation nearby offset formation layer boundary detection drilling response drilling operating remain constant wob remain constant additionally differential', 'remains constant likely bit formation rock formation likely harder formation likely formation property layer boundary inclination dip processor automatically correct user interface display available driller causing controller release drill string', 'string automatic correlation current nearby offset current geologic model formation change drilling operating prior actually drilling formation motor capacity reach intermediate target position final target position display drilling operating', 'operating driller user interface execute drilling operating automatically fluctuation wob alternating slide drilling rotary drilling reduce severity possible implementation reduce pull drill string insufficient trajectory turn rate higher turn', 'turn capacity steerable motor net trajectory turn rate plan original plan plan drilling user driller override calculated drilling operating processor accept input user selected override drilling operating calculate resulting location orientation', 'measured depth ahead current depth user guidance quality parameter selection drilling operating executed manually driller automatically regardless execution mechanism execution effect standpoint execution standpoint monitor actual drilling operating', 'operating calculated drilling operating drilling operating result desired effect steering performance processor generate display user user interface available driller failure execute calculated drilling operating selected tolerance range failure', 'failure trajectory performance fall outside selected tolerance range additionally actual trajectory trajectory calculated trajectory threshold processor recalculate drilling operating trajectory fall threshold deviation originally trajectory drill', 'drill string sliding rotating perform automatically drive torque susceptible error particularly drive adjust orientation rock pipe decrease axial friction sliding orientation instrument data backup measurement available confirmation slide drilling', 'drilling rotary drilling underway time identify measured depth sliding scatter measured threshold measure variance absolute deviation range deviation consecutive orientation available drilling limitation surface differential depth block drive', 'drive elevation block drive velocity bit depth wob sliding drilling rotary drilling underway time estimate turn compute c times slide drilling rotary drilling calculation virtual survey position drill bit measured depth virtual survey subsequent', 'path construction user feedback virtual survey actual directional survey times steerable motor measured cone uncertainty calculated distance actual directional survey point signal quality intermediate measure cone uncertainty actual directional', 'survey virtual survey allow drilling personnel make better informed concerning adjustment trajectory position virtual survey calculated rotary drilling assuming straight path optionally determined trajectory change tendency slide drilling value c', 'value c measured estimate position orientation bit position virtual survey update starting point subsequent path segment adjust drilling operating c steerable motor formation accordance individual computer arrangement distributed computer computer', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'computer physical computer drilling location communication computer b c data shore aboard computer user interface available driller processor processor module subsystem circuit gate array control storage media storage media note storage media', 'media computer storage media distributed multiple internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical', 'optical media compact digital video storage note provided storage medium alternatively provided multiple storage media distributed large possibly plural storage medium media considered article article manufacture article article manufacture refer', 'refer single multiple storage medium media machine running remote site network execution combine additional configuration arrangement hardware combination hardware signal running functional information apparatus general chips appropriate combination', 'general hardware benefit appreciate depart disclosed attached']	115	[-1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, 0, -1, -1, -1, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, 6, 0, -1, 0, -1, 0, -1, -1, 0, 0, -1, 0, -1, -1, 0, 0, -1, 0, -1, -1, 0, -1, 0, 0, 0, -1, -1, -1, -1, -1, -1, 0, -1, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, 0, 0, 0, -1, -1, 0, 0, -1, -1, 0, -1, 0, -1, -1, -1, -1, 0, -1, 0, -1, 0, 0, -1, -1, -1, 20, -1, 14, -1, 20, 16]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model 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drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model 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production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data 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piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.2680627590810251, 0.009091473802098614, 0.0972618470017896, 0.06058648262851662, 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-0.5631151 ]	['16_spirit_person_appreciate_depart', '20_computer_media_network_processor', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '6_network_wireless_interface_display']	node ascertain port surface processor sleeve readable information flow depth removable gate code card switch drive local mobile display memory spirit meaning magnetic string disk network foregoing block telephone interface data drilling storage random comply operable appreciate pump drill torque control nonvolatile depart equivalent computer quickly applicant abstract piston limit valve circuit communication understand stated volatile interpret model eccentric graphics bus connected learning tape rotary semiconductor production input area communicate equipment flash reservoir disclosed module architecture fluid floppy output ram perform casing bit printer time article note medium share media wired controller additional program access cellular speed mud preceding analysis independently satellite realize position person wireless reader outlet formation	chips intention drilling wirelessly server pipe practical comply cache exemplify pump wired multicore rock processor controller determined drill accelerometer semiconductor router cell login computer cellular seismic tubing designing inventive slide borehole teaching geologic hydraulic piston mobile electronic recorder valve memory cavity wireless communicating hardware oil technology magnetic cement foregoing configuration interface	ram drilling casing perform storage model printer eccentric graphics article comply operable media pump port bus learning rotary controller additional torque semiconductor readable nonvolatile depart foregoing flow computer equipment quickly applicant depth flash abstract mud reservoir switch card independently gate preceding local mobile satellite memory disclosed spirit wireless reader string architecture magnetic network telephone formation interface	volatile data drilling perform storage random model time printer interpret eccentric article operable medium share appreciate media pump surface processor connected drill depart information area equivalent computer foregoing access speed flash abstract reservoir switch card analysis local mobile display memory position spirit wireless person reader meaning fluid string magnetic outlet disk network formation interface	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable']
'US20190145239A1'	'Field Operations System with Particle Filter'	['E21B44/00', 'E21B21/08', 'E21B49/003', 'G01V1/50', 'G01V11/00', 'G06F17/15', 'G06F17/16', 'G06F30/20', 'G06F30/27', 'G06N3/044', 'G06N3/045', 'G06N3/047', 'G06N3/08', 'G06N7/00', 'G06N7/01', 'G01V2200/14', 'G01V2200/16', 'G06T13/80']	['Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions', 'Controlling or monitoring pressure or flow of drilling fluid, e.g. automatic filling of boreholes, automatic control of bottom pressure', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by analysing drilling variables or conditions', 'Analysing data', 'Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00', 'Correlation function computation including computation of convolution operations', 'Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization', 'Design optimisation, verification or simulation', 'Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model', 'Recurrent networks, e.g. Hopfield networks', 'Combinations of networks', 'Probabilistic or stochastic networks', 'Learning methods', 'Computing arrangements based on specific mathematical models', 'Probabilistic graphical models, e.g. probabilistic networks', 'Quality control', 'Measure-while-drilling or logging-while-drilling,2D [Two Dimensional] animation, e.g. using sprites']	2018-11-15T14:00:00Z	['Richard Meehan', 'Yingwei Yu', 'Qiuhua Liu', 'Sylvain Chambon', 'Mohammad Hamzah']	['Schlumberger Technology Corp']	['data equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic data equipment responsive', 'operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical', 'physical time window velocity particle filter transition model time window velocity received data time weighting data deep filter weighting latent deep filter weighting dynamic weighting dimensionality greater dimensionality dimensionality output', 'output recurrent neural network model dynamic dynamic operational operational operational confidence selected operational equipment drilling equipment equipment data sensor data data data data block position data traveling block drilling rig', 'rig processor memory accessible processor memory executable instruct receive data equipment responsive operation equipment environment equipment environment dynamic define particle filter time window data apply particle filter weighting particle', 'particle filter data time window select weight time window operational dynamic memory executable instruct control piece equipment dynamic operational storage media instruct receive data equipment responsive operation equipment environment equipment', 'equipment environment dynamic define particle filter time window data apply particle filter weighting particle filter data time window select weight time window operational dynamic storage media memory executable instruct control piece equipment', 'equipment dynamic operational related priority benefit provisional ser incorporated ser attorney docket ser attorney docket filter background resource field accumulation pool group oil gas oil gas subsurface environment resource field reservoir', 'reservoir reservoir shaped manner trap covered impermeable sealing rock bore environment bore reservoir rig bore environment transport equipment bore environment rig drill bore acquire information environment drilling resource field onshore field', 'field offshore field offshore field rig onshore offshore rig offshore onshore field occur phases exploration phase identify assess environment prospect play drilling exploratory phases appraisal development production phases data equipment', 'equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic disclosed provided introduce', 'introduce selection identify key essential matter aid matter brief conjunction equipment geologic environment equipment hole graphical user interface graphical user interface operational plot operational particle filter particle filter neural', 'neural network model deep filter weighting particle filter best mode presently sense merely general geologic environment geologic environment sedimentary basin stratification reservoir fault geologic environment variety equipment communication', 'receive transmit information information information equipment equipment acquire information assist resource recovery equipment remote site equipment storage communication store communicate data equipment measurement collection communication storage', 'storage analysis data produced provided data acquisition satellite communication network satellite additionally alternatively imagery spatial spectral temporal radiometric geologic environment optionally equipment substantially horizontal intersect', 'intersect consider shale formation natural artificial hydraulic combination natural artificial reservoir laterally extensive lateral exist assessment assist develop reservoir equipment seismic analysis seismic data assessment injection production', 'equipment measurement collection communication storage analysis data production data produced provided data acquisition equipment equipment equipment suitable geologic environment equipment suitable offshore equipment platform derrick crown block', 'block line traveling block landing monkeyboard line traveling block vertical direction platform line line run crown block lift traveling block skyward away platform line line run crown block lower traveling block platform traveling block pipe casing', 'casing movement traveling block indication pipe derrick structure crown block traveling block operatively crown block line derrick pyramidal shape offer suitable ratio derrick movable piece piece manner spool power source assorted auxiliary', 'auxiliary controllably reel reel line line reeled crown block traveling block gain mechanical advantage block tackle pulley fashion line traveling block hanging underneath raised bore line powered gravity motor engine electric motor diesel engine', 'engine crown block near derrick mast line threaded traveling block derrick mast line threaded traveling block crown block crown block traveling block line pulley derrick mast enable handling heavy pipe casing bore line centimeter diameter steel', 'steel cable line carry line single strand derrickman rig crew works platform attached derrick mast derrick landing derrickman stand landing rig floor operation trip hole derrickman wear safety harness leaning work landing monkeyboard reach pipe near', 'pipe near center derrick mast throw line pipe pull storage location time desirable run pipe bore rig equipment derrickman machinery physically handling pipe trip refer act equipment bore equipment bore equipment hole hole pipe trip drill bit drill', 'bit drill efficiently wellsite wellsite onshore offshore wellsite mud tank holding mud mud drilling fluid suction line inlet mud pump mud mud tank mud vibrating hose drill line drill standpipe mud vibrating hose kelly hose mud standpipe gooseneck', 'gooseneck traveling block crown block carrying traveling block drill line drill crown block derrick derrick kelly drive kelly drive bushing rotary table drill floor bell nipple blowout drill bit casing head flow pipe mud mud tank borehole formed', 'formed subsurface rotary drilling directional drilling suspended borehole drill bit lower end hole wellsite operation wellsite platform derrick positioned borehole wellsite rotary table pass opening rotary table wellsite kelly drive kelly kelly', 'kelly square hexagonal bar hole mud flow path kelly transmit rotary motion rotary table kelly drive bushing raised rotation kelly pass kelly drive bushing driven rotary table rotary table master bushing operatively kelly drive bushing rotation', 'rotation rotary table turn kelly drive bushing kelly kelly drive bushing inside profile matching outside profile square hexagonal kelly slightly kelly freely inside kelly drive bushing drive drive kelly rotary table drive turn drive electric', 'electric hydraulic connected appropriate gearing short section pipe quill turn screwed saver sub drive suspended traveling block rotary mechanism free travel derrick drive allow drilling joint table approach mud tank hold mud drilling produce fluid', 'fluid inject fluid water composed series connected long tube drill bit lower end advanced drilling point time prior coincident drilling mud pump mud tank source port kelly port drive mud flow passage drill bit directional arrow mud drill bit', 'drill bit circulate upwardly annular region outer surrounding open borehole casing directional manner mud drill bit heat energy frictional energy formation surface mud returned mud tank recirculation remove mud pump reduce friction surrounding', 'borehole casing reduction friction facilitate advancing drilling operation entire drill string optionally drill bit smaller diameter drill string act drill string hole hole tripping trip upward trip outward trip downward trip inward trip depending', 'depending trip direction consider downward trip arrival drill bit drill string mud lubricate drill bit drilling enlarge mud pump passage filling passage mud transmission medium transmit energy energy encode information telemetry telemetry equipment', 'equipment effect mud create acoustic wave information information equipment relay information equipment control telemetry equipment operate transmission energy consider signal generator energy receive energy repeat transmit energy information fitted', 'fitted telemetry equipment rotatable drive shaft turbine impeller mechanically drive shaft mud turbine impeller rotate modulator rotor mechanically drive shaft rotation turbine impeller modulator rotor rotate modulator stator mounted adjacent', 'adjacent proximate modulator rotor rotation modulator rotor relative modulator stator mud controllable brake selectively rotation modulator rotor modulate alternator drive shaft alternator stator winding electrically control circuit selectively', 'short stator winding electromagnetically brake alternator selectively brake rotation modulator rotor modulate mud control data acquisition sense telemetry equipment communicate sensed information derived therefrom control module module optional', 'optional module motor drill bit module suitable type drill collar contain selected logging module employed module position module refer module position module module module measuring information communicating surface equipment module seismic', 'seismic measuring module suitable type drill collar contain measuring drill bit equipment generating electrical power power telemetry equipment turbine impeller generate power flow mud power battery employed module measuring measuring torque', 'torque measuring vibration measuring shock measuring stick slip measuring direction measuring inclination measuring consider slant hole hole deep hole horizontal hole drilling operation directional drilling curved axis consider radius curvature', 'curvature inclination vertical vary reaching angle angle possibly greater directional meet operational drilling basis information drilling engineer inclination direction information received drilling deviation bore accomplished motor turbine motor', 'motor positive displacement motor steerable equipment perform steerable turbine lower drill bit bent sub mounted equipment real time near real time data inclination direction real weight drill bit torque stress equipment equipment make possible send', 'send surface data geological data gamma ray log resistivity density sonic coupling information course trajectory real time near real time geological viewpoint allow subsurface environment follow desired route reach desired target azimuthal density', 'density neutron measuring density porosity measuring inclination azimuth dual resistivity measuring resistivity gamma ray related phenomena variable gauge bend motor optionally equipment measuring inclination resistivity gamma ray related phenomena', 'phenomena intentional directional control geological logging manner directional desired region zone pay zone section reservoir minimize gas water breakthrough maximize economic production wellsite operatively control data acquisition sensor surface', 'surface sensor sensor remote distance wellsite sensor sensor offset wellsite wellsite offset wellsite common field oil gas field provided pipe movement sense transmit fluid conduit drilling fluid conduit drilling mud conduit operatively standpipe', 'standpipe mud generate travel mud sensed encode reduce transmission surface decode information telemetry surface transmitter generate mud drilling fluid transmission medium stuck term stuck refer inability remove bore stuck condition possible rotate', 'rotate pipe lower bore stuck condition inability axially bore rotation possible stuck condition inability axially term stuck pipe refer rotated axially condition differential sticking condition rotated axis bore differential sticking occur low', 'occur low reservoir high sufficiently large area differential sticking time financial cost sticking force product differential reservoir area differential acting relatively low differential delta p applied large working area effective sticking pipe', 'pipe high differential applied small area condition mechanical sticking condition prevention motion mechanism differential sticking mechanical sticking junk hole geometry cement buildup annulus equipment evaluation engineering drilling framework', 'framework framework technical data framework drilling framework perform formation generating trajectory trajectory designing equipment drilling drilling formation framework petrel framework technical data framework framework framework earth', 'earth geological virtual actual physical reconstructed evaluation engineering data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data framework framework', 'framework framework classes facilitate modeling analysis framework net framework wash extensible classes net framework class module code data classes program script borehole classes define data framework analysis allow interaction model framework', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'asset team productivity framework reservoir develop collaborative integrate streamline framework considered considered data input modeling run consider framework environment ocean framework environment integration petrel framework ocean framework', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'petrel package ocean framework petrel considered petrel framework model building visualization model model layer domain act data source rendering user rendering graphical environment display data user common look feel user interface domain entity', 'entity property optionally entity geometrically represent property property data display entity represent property log information version information display information display model data data data generally physical data storage physical', 'physical accessible model layer model project project information completion modeling session user store project later time project model layer recreate relevant domain perform operate data create data update data operate create editor creation', 'creation editor selection petrel seismic data seismic seismic data data acquired seismic survey positioned geologic environment emit receive seismic energy energy reflect subsurface seismic data analysis framework consider omega framework determine', 'determine depth extent subsurface seismic data analysis forward modeling inversion iteratively build model subsurface region geologic environment seismic data analysis framework operatively framework petrel framework ocean framework access module', 'module external executable code framework modeling petroleum modeling framework framework input information seismic geological model evolution sedimentary basin framework petroleum modeling input data seismic data data geological data model', 'model evolution sedimentary basin framework predict reservoir source timing hydrocarbon generation migration pore hydrocarbon type subsurface surface combination framework petrel framework scale exploration data exchange facilitate construction', 'analysis data framework data petrel framework coupling make type make acquire electrical borehole formation acquire borehole image data data acquisition sequence running borehole acquisition closed opening pressing wall borehole electrical current', 'current borehole borehole current remotely analysis formation information reveal dissolution dissolution bedding dip acquire information help characterize reservoir optionally reservoir natural artificial hydraulic information acquired framework', 'framework framework framework petrel framework automatically manually human user cyclic evaluation stage evaluation equipment stage equipment engineering stage engineering equipment execution stage equipment commence progress serial manner parallel', 'parallel manner cyclical manner commence evaluation stage geological service provider formation evaluation block geological service provider undertake formation evaluation package activity suitable geology employed alternatively additionally', 'geological service provider evaluate formation earth geophysical basin consideration variety offset data seismic data pilot data geologic data input server geological service provider progress geology geophysics service provider generate trajectory', 'generation block involve execution petrel framework service provider determine trajectory section provided formation evaluation evaluation block data trajectory consideration basis design bod general surface location target reservoir location', 'location trajectory incorporate information casing sizes drilling trajectory determination consideration variety risk fluid drilling time progress engineering service provider therewith validate trajectory relief design validation block validation', 'physical risk integration server engineering service provider server engineering service provider engineering service provider engineering service provider adjustment trajectory trajectory message notification sent service provider modification', 'engineering service casing design design fluid design implement trajectory design block engineering service provider perform design employ studio framework service engineering service provider seek approval engineering service provider established', 'trajectory engineering service provider consider engineering plan acceptable economic oil production barrel risk drill time request authorization expenditure operating representative representative formulation block data engineering service provider', 'provider provided single team single engineer separate economics unacceptable authorization withheld engineering service provider suggest casing fluid design notify return control engineering service provider casing fluid design impracticable', 'trajectory engineering service provider suggest adjustment trajectory return notify initial engineering service provider service provider modify trajectory considering trajectory accepted engineering plan formation evaluation pass control drilling', 'drilling service provider implement engineering plan safe efficient drilling integrity progress operating operating formation data collected drilling technology returned geological service provider evaluation geological service provider trajectory', 'engineering plan potentially adjust engineering plan drilling acquired data field entirely section depending proceed post review evaluation block post review drilling performance post review drilling performance relevant engineering geological', 'service consecutively information nearby information provided service provider undertaking activity affect basis activity manually automatically variation work server allow information central accessible service sought communication appropriate', 'service provider automatically appear relevant service provider approach considered holistic approach comparison sequential piecemeal approach repeated multiple times drilling feedback drilling service provider provided near data acquired drilling', 'drilling fed service adjust piece permeate fashion cyclic additionally instead proceed drilling goal completion section drilling entire week month basis path extend reservoir economically produce therefrom drilling completion implement plan impact', 'impact design information known geology subterranean domain presence actual area consider collision avoidance drilling time risk tolerance allow reduction waste lean context lean consider waste transport moving unnecessarily physical data inventory', 'inventory physical informational work finished product motion people equipment moving walking unnecessarily perform desired waiting waiting information production shift change overproduction production information equipment ahead demand resulting', 'resulting poor product design activity effort involved fixing plan data equipment collaborative manner help reduce waste implement distributed engineering drilling design multiple computation collaboration occur local remote mobile appropriate', 'operatively local wide area public private areal allow engineering drilling design place approach wellsite composed subsystem equipment operational control computational operatively communication links network links links operatively common server', 'server site server manage receipt issuance project output plan digital plan paper plan digital paper plan plan complete engineering plan design project local wellsite remote wellsite orchestration block integration block core block equipment block', 'block manners operational architecture pyramidal architecture peak base pyramid orchestration block integration block core block equipment block orchestration block management level orchestration rig management level rig dynamic orchestration', 'integration block management level rig execution core block data management level sensor instrumentation inventory equipment block wellsite equipment level wellsite orchestration block receive information drilling framework remote wellsite', 'wellsite orchestration block plan replan block orchestrate arbitrate block local resource management block integration block execution block operatively wellsite drilling subsystem mud management subsystem hydraulics subsystem casing subsystem', 'subsystem subsystem core block data management block near rig cloud security block type security equipment block capable information core block consider information rig surface sensor sensor mud logging sensor rig control rig equipment personnel', 'personnel block data visualization automatic automatic block operatively core block remote wellsite dashed line appear remote operation command center block block drilling framework block sap block field delivery block remote operatively local', 'local wellsite communication link operatively couple remote control communication link operatively couple equipment delivery equipment possible communication links field management drilling framework drilling framework remote wellsite drilling plan', 'plan established prior drilling drilling plan plan equipment define drilling wellsite drilling operation drilling plan plan information drilling operation deviate drilling plan additionally drilling subsurface change specifically information', 'collected transmit data surface surface automatically data update drilling plan locally remotely drilling framework hardware combination geology geophysics geologist reservoir decide drill model subsurface formation transfer trajectory information', 'selected geologist hardware combination plan plan drilling program plan generator correspond hardware infrastructure equipment combination communication local remote direct indirect communication correspond granularity equipment personnel', 'personnel orchestration block plan execution integration block manager collection core block equipment block orchestration block plan execution plan execution hardware combination overall construction drilling rig management rig rig equipment plan', 'plan execution obtain general plan transform general plan plan plan specification involved action general plan days times perform individual information plan execution functionality monitor execution plan track progress dynamically adjust plan plan', 'plan plan execution handle logistics rig plan execution multiple detailer plan monitor monitor execution plan plan manager perform dynamic plan management logistics manager control logistics plan execution manager collection integration block plan', 'plan execution communicate manage resource manager collection operating higher level granularity manager collection integration block manager collection manager collection functionality perform individual management individual rig drilling activity', 'activity individual manager manager collection manager collection multiple manager activity activity related rig manager manager type physics involved activity drilling drilling mud fluid extract drill drilling mud manager exist manager collection', 'drilling mud composition testing drilling mud accurate drilling mud manager separate manager movement drill pipe manager collection partition individually possible manager collection drilling manager mud preparation management manager casing running', 'running manager manager rig equipment manager manager collection direct control advice regarding manager collection plan execution core block block functionality manage individual equipment equipment block functionality handle basic data structure', 'structure rig acquire metric data produce people block data acquirer aggregator rig identifier drill near reporter cloud inventory manager data acquirer aggregator functionality interface individual equipment sensor acquire data data acquirer', 'acquirer aggregator functionality interface rig identifier functionality obtain data data acquirer aggregator transform data information information health operability rig information task equipment drill functionality transmit information drill', 'drill functionality transmit information involved individual mobile information drill context dynamic display information human user view reporter functionality generate automatic generation information equipment people wellsite cloud framework', 'framework correspond information technology infrastructure locally individual rig wellsite cloud framework framework wellsite cloud framework edge cloud network private network inventory manager block functionality manage list resource rig equipment', 'equipment block correspond control control equipment operatively physical equipment wellsite rig equipment equipment block correspond control individual rig equipment block multiple drilling rig control multiple subsystem drilling rig sensor data', 'data multiple control drilling rig collect temporally depth surface data data drilling rig transmit collected data data core store collected data access drilling rig resource environment plan plan replan block graphical user interface information', 'plan specifically panel location represent position trajectory edit plan information team involved involved involved information graphical control selected expose type equipment equipment operational history table point information graphical user', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'block drive cable deadline anchor cable supply reel operatively hoisting load displacement cable deadline anchor fit load cell load sensor hoisting wellsite measurement channel block position measurement channel height traveling block zero point', 'point positive negative consider traveling block range approximately total excursion approximately rig height greater approximately crown block height ground rig floor excess approximately given field fixed apply platform type channel surface', 'surface mechanical rig channel series measurement load hook derivative derivative load velocity derivative load acceleration data infer monitor rig rig channel help detect rig channel primary channel depth drilling determine measured depth geologic', 'geologic environment borehole condition lower value condition term grip relatively manner suspend rotary table steel forming near circle inside surface fitted replaceable steel teeth embed slightly pipe tapered match taper rotary table rig crew', 'rig crew rotary driller control rig slowly lower teeth inside grip pipe downward force outer compressive force inward effectively locking rig crew unscrew upper kelly saver sub joint stand pipe lower suspended screwed lower driller unlock gripping', 'gripping action rig crew remove rotary sensor measure weight load detect drill string motion motion compensator effect depth drill bit end tend remain stationary movement traveling block mounted shaft acquired information augment drill bit depth', 'bit depth drilling ahead information augment bit depth difference weight distinguishable marine heave vessel affect bit depth vessel heave sense data series data marine vessel experience motion heave sway surge heave linear vertical motion sway', 'sway linear lateral motion surge linear longitudinal motion maritime vessel heave sway surge sense data series data combined detect rig drilling tripping automatic drilling control dynamic field channel data drilling control controller operatively', 'field equipment block gain mechanical advantage lifting dragging heavy drilling rig crown block traveling block steel drilling cable line traveling block raised spool drilling line block position refer position traveling block vary time traveling', 'traveling block traveling block traveling block hook equipment equipment swivel kelly elevator hook operatively hook attached traveling block traveling block hook pick heavy traveling block hook locked normal condition free rotate positioned rig', 'rig floor total force hook carried traveling block total force weight air drill ancillary equipment reduced tend reduce weight reduce weight friction bore wall especially buoyant immersion drilling fluid fluid blowout preventer bop closed bore', 'bore acting area bop exert upward force standpipe rigid metal conduit pathway drilling fluid travel approximately derrick flexible hose kelly hose large rig fitted standpipe kept minimum standpipe repair standpipe conduit drilling fluid drilling mud', 'mud fluid standpipe standpipe surface torque measurement provided equipment rig site measure surface torque direct indirect measurement surface torque equipment drill pipe torque measurement controller frequency output digital output torque sensor', 'sensor coupling resilient operatively joining input output resilient input output twist response torque torque sensor twisting measured determine torque coupling drive drill pipe torque determined inertia sensor equipment rig site measurement', 'determination torque equipment drilling service data weight transfer information torque transfer information equivalent circulation density information mechanical energy information motion information stall bending information vibrational amplitude', 'amplitude information axial lateral torsional rate penetration information information differential information flow information sensor information inclination azimuth total vertical depth information whirl backward whirl optionally information', 'severe backward whirl stop restart lower surface make consider strain acquire weight bit wob strain gauge moving window torque strain gauge moving window bending moment strain gauge moving window vibration rotational speed magnetometer gyroscope', 'gyroscope moving window annular internal strain average annular internal average inclination accelerometer average real time drilling operation data received synthetic data operational real time drilling operation real time drilling operation data', 'data surface data data data availability differ temporally frequency resolution data differ noise level noise complex dynamic inherently difficult characterize control field theory understand nonlinear behavior complex time dynamic spatial temporal', 'temporal surrounded environment structure nature expressed effects dynamic sum synergy emergent behavior dynamic affect dynamic operating dynamic rig equipment environment borehole formed engineering plan plan casing mud control initial bit offset', 'offset information pore economics special course drilling tend carefully change dictate available sensor data substantial task dynamic available sensor data tell story physical exist point time driller dynamic behave fully manner undiscernible given', 'given handful drilling data time time series drilling data computational assess compliance computational ability compare dynamic sophisticated characterization dynamic latent feature computational improve equipment product borehole cement casing', 'casing computational reduce dimensionality dynamic desired level comparison dynamic possible meaningful consider computational deep neural network deep filter output recurrent recurrent long memory vector vector latent feature temporal dynamic times', 'times cast indicator latent weighting particle filter reduced representation dynamic reduced representation input magnitude dimensionality consider reduction operation construction actual operation sequence improving construction construction issue', 'issue execution dynamic prior comparison construction operation given complexity dynamic construction primarily gut feel proper quantitative computational ability utilize determine actual conventional laborious manual analysis systematic analyze', 'analyze plan versus actual execution relative time depth improve analytic accuracy cut time cost computational utilize particle filter track temporal location drilling sequence sequence computational employ deep filter approach estimate particle', 'particle filter hypotheses actual dynamic computational output likely temporal location graphically confidence level computational localization problem computational map transition model weight map control signal physical multiple window location', 'location window transition model window location channel delta actual time series data sensor data observation actual time series data sensor data weight deep filter particle latent time series dynamic time series training deep filter actual time', 'time series sensor data dynamic transition calculating projecting sensor data latent trained deep filter calculated calculating time location sequence confidence level given actual operation sequence drilling computational answer question actual', 'actual operation follow completely computational mechanism track optionally real time executed actual drilling computational estimate confidence level computational operatively computational render real time cabin doghouse display real time allow', 'allow driller control construction driller sequentially simultaneously computational receive sensor data sensor data allow rendering data display optionally confidence driller determine properly adequately result dynamic driller controller utilize', 'utilize data control construction issue equipment dynamic manner construction ability track make particularly latent identifiable dynamic equipment environment computational specialized memory memory memory execution processor computational track', 'track dynamic responsive receipt sensor data dynamic latent feature deep neural network computational current operation sop real time signal level confidence tracked data latent arbitrary operation sequence signal level explicitly effects actual', 'actual drilling sequence latent latent function time time function f confidence consider comparison confidence c particle filter approach consider latent deep filter x f x b u z h x foregoing f b transfer h measurement neural network universal', 'universal function approximator f b h particle maximum weight location define action multiple posterior define confidence consider confidence calculated p p operational removal block removing start block starting circulation target reach target', 'target start block starting rotation initial value initial approximately tag block hole gently increase block increasing weight bit increase block increasing rotation target value target value symbol character b c e f time series data time time', 'time time series data data data data data wob data data transition b transition flow rate c transition initial rotational speed transition weight bit e increase weight bit f increase rotational speed operational map data formed data versus time', 'time identify operational given dynamic desirable know point time time relatively complex dependent define multidimensional dynamic sensor data acquired operatively dynamic dynamic ability identify dynamic sensor data mathematically sensor data', 'data allow proper identification dynamic point time exist approximate help identify dynamic given available sensor data sensor data clean noisy data quality position sensor block position traveling block relatively high quality load weight sensor', 'sensor data lesser quality consider environment affect surface sensor data load weight exist sensor data quantifiable degree consider cone uncertainty approach depth uncertainty sensor data increase depth particle filter help identify dynamic given', 'given sensor data sensor particle filter locate time window sensor data dynamic time window particle dynamic considered map localization problem mobile robot airplane map physical mobile cross penetrate consider wall surface earth airplane consider', 'consider map known extent elevation airplane sea level distance airplane ground vary spatially map implement particle filter hypotheses considered hypotheses location airplane hypotheses distributed map hypotheses randomly plotted particle possible', 'possible location airplane map consider airplane given point time elevation distance ground given map probability actual location airplane dynamic airplane assuming map change time evaluation assign weight hypothetical probable higher probability', 'airplane hypothetical location particle greater weight assigned particle stated particle explain sensor data concerning location airplane assigned lower weight foregoing particle filter initial initial unlikely explain generate hypotheses informed', 'informed prior proximate high probability equal probability assessment equal initial weight airplane dynamic position constant helicopter remain stationary sky assigned information position airplane consider velocity speed map time characteristic', 'airplane considered model airplane airplane velocity range considered reflect likely speed actual real speed airplane assessed elevation distance ground assigned appropriate occur assigned basis disregard generating available time weight assignment', 'airplane moving model velocity particle filter mobile plot correspond time mobile location particle filter vary ability locate mobile consider scenario information information context airplane distance ground remains constant time flying flat', 'flat surface ocean hill terrain foregoing airplane map testing hypotheses time model speed airplane moving airplane distance map given increment time particle filter graphics problem higher consider mobile rotational axis pose location angle', 'angle rotation rotational axis particle filter monte localization particle filter algorithm mobile robot localization graphic global uncertainty graphic approximately bimodal uncertainty symmetric corridor graphic unimodal uncertainty entering', 'entering office particle considered approximate calculating posteriors observable controllable discrete time suppose chain time given prior probabilistic definition p ut control assumption time interval chain unobservable hidden measurable', 'stochastic projection true probabilistic definition p initial x distributed distribution mobile robot foregoing actuation motion model measurement model respectively particle filter applied particle filter equivalent filter linear added independent', 'noise behavior considered nonlinear linearization series expansion extended filter particle address nearly unconstrained particle filter approach approximate posterior point concrete index range size particle filter particle filter recursion involve', 'involve time initial time x recursion time greater initial time generate particle particle particle prior time approach actuation model approach resulting draw particle drawn replacement probability proportional measurement model resulting approach', 'approach size particle filter infinity recursive particle converge uniformly desired posterior ut mild chain particle filter approach applied nonlinear particle filter objective estimate posterior density given observation hidden observation', 'measurable observable hidden particle filter hidden model hidden observable measurable observable observation related hidden functional known degree knowable training neural network model dynamic evolution known particle filter estimate posterior', 'posterior distribution hidden observation measurement consider foregoing filtering problem estimate sequentially hidden given observation time k follow posterior density approach approximation conditional empirical measure genetic type particle', 'particle algorithm graphics illustrate particle context global localization mobile known environment graphics represent progression approximate posterior operation particle pose variable location angle relative map graphics represent development', 'particle filter approximation time global uncertainty mobile dynamic cast localization problem localization problem involve map transition model observation weight update approach akin airplane transition model velocity airplane airplane distance', 'distance map increment time dynamic desired desirable metrics location window time window model velocity time window increment time particle filter approach particle maximum weight define action executed time map control signal physical consider', 'consider time series data time b c e f correspond operational plot plot operational window location window moving velocity signal window plot time window weight bit wob rotational speed standpipe block position flow rate surface torque bit depth bit', 'depth bit depth rig graphical bit depth time discrete graphical rig time window time window time past time drilling real time specifically historical memory plot ongoing right plot real time time scale plot span approximately time time scale plot', 'plot standardized operational plot time window time window particle filter technique data locate data temporally operational utilize particle filter track temporal location drilling sequence sequence sequence time window tracked sequence time window', 'window drilling approach employed make operational approach additionally alternatively track performance dynamically acquired drilling consider acquired track time window time window rendering time window display dynamically render plot render', 'render graphical user interface time window rendering latent feature rendering derived latent feature consider data latent principal analysis technique deep filter approach employed estimate approach likely temporal location confidence level model', 'model transition model consider window location moving velocity channel delta actual time series consider actual time series data acquired dynamic plot weight update particle particle weight represent likelihood particle actual dynamic given point', 'point time neural network model deep filter particle weight assignment internal dynamic deep neural network latent convolution neural network perform feature extraction fed recurrently long memory output representation internal dynamic latent', 'latent feature neural network dynamic cast deep filter b h r determined training neural network actual time data plot particle internal latent weight particle particle latent deep filter input plot vector data structure input u measurement input', 'input time input subjected feature extraction convolution neural network trained function b output fed long memory recurrent representation internal latent feature forget gate correspond temporal forgotten reset appropriate enhance handling time', 'time series data acquired drilling output reduced dimensionality input output vector dynamic dimension n dimension input output valuable equipment output x fed fully connected generate output z response input block position slip status flow rate', 'flow rate weight bit output torque rate penetration neural network recurrent trained time series data generate trained neural network predict actual input synthetic input output x output vector vector forget gate behavior memory forgotten influence', 'influence approach facilitate modeling time series data time series data plot latent feature representation fully connected receive output vector output generate model z input u input u vector multiple plot left right time window plot time plot', 'time plot weighted deep filter approach approximation latent graphic specifically graphic location time window particle filter probabilistic weighting location location latent particle location filled circle operational open open closer filled', 'filled circle latent feature particle maximum weight define action posterior define confidence confidence calculated weighting particle filter data dynamic particle latent feature neural network neural network particle weighting particle filter', 'filter latent neural network output transform latent type weighting comparison visualization consider approach principal analysis define latent particle highest posterior probability selected particle tracked time location block time series dynamic', 'dynamic definition block time series representation plot training block training deep neural network deep filter actual time series data plot update block transition calculation block calculating projecting latent deep filter graphic resample block', 'block calculated iteration block dynamic output block time sequence confidence media executable computational framework computer medium storage medium signal carrier wave medium physical memory store information digital format information storage', 'storage computer memory executable computer network wired wireless graphics display interface wired wireless specially perform iteration block desired consider real time added available drilling historical drilling computational framework', 'framework operatively directly indirectly equipment equipment computational framework receive sensor data particle time window operational localization time time window generate improve dynamic dynamic control equipment dynamic dynamic operational', 'sequence dynamic determined assessment dynamic particle filter dynamic improve outcome construction generation production resource reception block data equipment responsive operation equipment environment equipment environment dynamic definition', 'block particle filter time window data block particle filter weighting particle filter data time window selection block weight time window operational dynamic media executable computational framework computer medium storage medium signal carrier', 'carrier wave medium physical memory store information digital format specially perform represent individual internal dynamic dynamic equipment environment drilling dynamic consider operational assessment operation particle filter operation', 'operation recognition variance localization target operation type action sequence time time series sensor data time window particle particle filter deep filter weighting particle filter filter comparison particle filter filter selection single', 'single possibility single hypothesis scenario incorrect selection filter able recover particle filter multiple hypotheses introduction additional data result shifting best hypothesis location particle filter handle multimodal approximation dynamic', 'dynamic particle filter utilize represent probability density function particle particle appropriate localization problem mobile robot airplane physical spatial dimensional data dynamic neural network model output vector latent feature particle', 'particle weighting derived therefrom consider vector n greater consider n greater dynamic high dimensionality difficult model physics model dynamic neural network model trained actual time series sensor data trained neural network model dynamic', 'dynamic relatively complex relatively high dimensional dynamic probability density multimodal filter type filter generally single represent dynamic constrained input hard away single particle filter flexible filter maintain hypotheses particle', 'particle filter represent probability density multimodal easier region responsive time window dynamic particle filter time window type particle localization action action sequence consider sop possible possible latent feature location recurrent', 'recurrent layer comparison explain location localization latent neural network neural network deep filter model behavior dynamic rig data equipment responsive operation equipment environment equipment environment dynamic particle filter time window', 'window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical particle filter time window velocity particle time window time series data dynamic', 'dynamic time window time window velocity particle filter transition model time window velocity received data time weighting weighting data deep filter weighting latent deep filter weighting dynamic weighting utilize dimensionality greater weighting', 'weighting distance calculated multidimensional dimensionality depend dimensionality output recurrent long memory neural network model dynamic particle filter dynamic operational operational determined weighting particle filter consider particle', 'particle highest weight operational operational confidence selected operational data equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data', 'data time window weight time window operational dynamic equipment drilling equipment data sensor data data data data block position data traveling block drilling rig dynamic drilling equipment processor memory accessible processor memory executable', 'instruct receive data equipment responsive operation equipment environment equipment environment dynamic define particle filter time window data apply particle filter weighting particle filter data time window select weight time window operational', 'dynamic memory executable instruct control piece equipment dynamic operational storage media instruct receive data equipment responsive operation equipment environment equipment environment dynamic define particle filter time window data apply', 'apply particle filter weighting particle filter data time window select weight time window operational dynamic memory executable instruct control piece equipment dynamic operational media module block information suitable execution processor', 'processor instruct perform single medium allow performance medium storage medium medium carrier wave media instruct output information output injection drilling extraction extrusion heating executed operatively wired wireless individual computer', 'computer arrangement distributed computer computer executable perform information information information information module executed independently operatively storage media wire wirelessly operatively network interface computer transmit receive', 'receive information consider private network cellular network satellite network computer receive transmit information computer physical location computer location facility location data center location server farm rig location wellsite location', 'location location processor processor module subsystem circuit gate array control storage media storage media storage distributed multiple internal external additional storage medium storage media memory semiconductor memory dynamic static random', 'random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage storage medium media machine running remote site network execution computer hardware', 'hardware combination hardware signal apparatus general chips appropriate memory storage input output bus media read communication bus bus wired wireless execute implement wholly user view output interact io medium storage physical memory storage', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card transmitter battery mobile cell phone tablet wholly mobile mobile distributed environment', 'cloud environment interact data storage communication information communication cellular network satellite network distributed environment wholly service information input display consider output display information output projector laser printer', 'printer information information output stereographically printer consider printer printer output data provided printer representation subterranean formation positive negative appreciate possible cover function structural equivalent nail screw', 'screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph 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information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth 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position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product 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access infrastructure multiple data private center viewer format area user standard project', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal 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equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing 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equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 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fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational 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map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter 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'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'data drilling 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0.1681211292743683, 0.2500079274177551, -0.06312012672424316, -0.2126549333333969, -0.061145368963479996, 0.12955383956432343, -0.10059639811515808, -0.33163923025131226]	[-0.7801056 -0.23271826 0.56854826 ... -0.06353345 0.5040221 -0.74193215]	['5_chassis_mobile_mast_vertical', '48_screw_nail_wooden_equivalent', '39_differential_coherent_solution_long', '33_framework_petrel_simulator_reservoir', '45_produce_product_automatically_separately', '6_network_wireless_interface_display', '20_computer_media_network_processor', '2_seismic_rock_data_modeling', '31_oil_remote_site_server', '1_acid_aqueous_gravel_fluid', '14_memory_storage_media_random', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '49_access_project_rig_plan', '8_particle_filter_window_dynamic']	node transfer location frame environment development curve response center registry paper port executed surface processor operate sleeve readable iteration helical invoke modeling water sand information flow coherent considered petrel efficient conform depth sweet execute user removable gate switch card code secure increasing structural local drive stable physics mobile intersect display acid memory selected available remote auger composition magnetic extensible string erecting observation disk consider orientation exploration slurry network telephone block materially interface localization longer aqueous data private drilling storage random beam allow cover infrastructure operable appreciate petroleum format end pump gravel drill acoustic torque execution control hidden nonvolatile parameter screen responsive equivalent computer framework decision applicant algebraic subsurface collaboration wash weight digital expressly express improving layer geologic develop piston spectral aggregation valve net domain produce horizontal deep modular volume circuit communication project removing eclipse signal simulator volatile subsequent group volumetric polymer server model visual collaborative graphics eccentric office gel wooden package effect return test bus connected separately tape cleavable site learning rotary semiconductor map deflation production input plan team paragraph area communicate operational differential equipment viewer seismic mast flash trailer reservoir high comprised delivery score manage laborious corporation subterranean module architecture fluid chassis latent floppy posterior management removed base output receiver ram geological intention rig perform size casing bit printer time sampling fitting apparatus article amide stage note surfactant medium conditioner generate share inversion media links weighting window final wired cloud rock ocean classes additional controller movable desired unlabeled dynamic automatically program asset access cellular commercially solution particle speed product chloride mud cylindrical independently long saved analysis filter viscosity pack considerable satellite manually position nail productivity function wireless oil metal neural outlet vertical standard discharge script movably screw multiple formation need	wirelessly engineering incremental operating environment optimization cache ramp processor monitor calcium helical modeling prediction cell hydrocarbon petrel conform execute secure structural hydraulic stable physics mobile electronic recorder memory acid matrix technology magnetic erecting cement tractor vortex exploration logic fixing sensor localization interface computational administrator data drilling pipe granularity beam administration solve bentonite infrastructure elevator repository petroleum integration pump drill accelerometer login wellsite computer framework algebraic wash hub industry geologic onshore piston spectral valve produce offshore removing eclipse projection configuration simulator recovery mineral server solver graphics office operatively streamline wooden map semiconductor differential seismic manager mast calculation trailer reservoir comparator borehole laborious hardware fluid chassis matrices shale multicore geological chips sampling steel wired rock ocean controller router acquired cellular crystallization silica removal tubing particle chloride product filter cylindrical slide analysis spectrometry viscosity manually cavity nail geophysical wireless oil predictive	environment development registry paper port executed readable helical sand flow petrel efficient depth gate switch card secure structural local physics mobile acid memory remote composition string auger magnetic slurry exploration network telephone interface longer drilling data private storage beam operable infrastructure cover petroleum pump end gravel acoustic torque hidden execution parameter nonvolatile computer algebraic wash collaboration subsurface improving express geologic spectral domain produce deep modular eclipse simulator subsequent polymer volumetric server model eccentric graphics office wooden test bus learning rotary separately site map semiconductor deflation plan team operational differential equipment viewer seismic flash trailer reservoir high score laborious corporation subterranean fluid architecture chassis management base output receiver ram geological rig casing perform sampling printer article surfactant stage conditioner weighting media window final cloud ocean classes controller additional movable unlabeled commercially automatically particle chloride mud filter independently saved viscosity satellite nail wireless function neural metal oil standard vertical script screw formation need	transfer location environment curve frame response registry surface processor water helical modeling information coherent petrel execute user switch card secure structural local mobile intersect display acid memory available remote composition string extensible magnetic disk slurry exploration network interface aqueous data drilling storage random beam operable infrastructure petroleum pump gravel drill acoustic execution screen equivalent computer framework algebraic applicant collaboration weight digital layer express geologic spectral aggregation net produce horizontal project removing simulator volatile server model eccentric collaborative office wooden effect test connected cleavable site map production input plan team operational area differential equipment seismic mast flash high reservoir laborious module fluid latent chassis base intention rig perform printer time article surfactant stage conditioner medium weighting generate share media window final rock ocean classes movable unlabeled dynamic access solution particle speed product filter long analysis position nail wireless oil outlet vertical screw formation	['Streamlined Automated Production Process for Desired Products', '"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Data Access and Network Management for Rig Infrastructure and Project Team Operations', 'Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Oil Site Data Collaboration Infrastructure and Access Management', 'Dynamic Particle Filter for Equipment Environment Localization and Operational Control', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Iterative Removal of Coherent Algebraic Differential Solutions in Reservoir Analysis', 'Mobile Chassis Beam Frame Mast Delivery System Orientation', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'facilitate collaboration oil site remote location multiple oil data collected oil site data data data aggregation server oil site oil site remote location access data data aggregation server standard data format collaboration oil site remote location', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'belonging rig access group level access connection rig access network team belonging access group level access connection access network level access authorization access infrastructure team access level access connection access network access', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'site administrator connect infrastructure administration access terminal access data rig access external connectivity global improve performance team rig segmented access access accomplished virtual local area accommodate constrain group group need', 'chassis proximate end actuator mast chassis moving mast horizontal position vertical position mobile transfer frame mast horizontal position vertical position frame inlet upper discharge volume inlet upper discharge mobile transfer additionally beam', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'need access data rig rig need want access security rig access group require access require access rig access group need access rig access accommodate user wired virtual local area group access virtual local area network rig access connect switch rig', 'window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical particle filter time window velocity particle time window time series data dynamic', 'beam beam extending end end gap end chassis positioned gap positioned inlet proximate discharge mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'user oil site user remote location access data data aggregation server standard data format remote location monitor collection multiple oil data real time center remote location access data local server collaboration infrastructure ensure', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'reservoir reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis deflation technique algebraic differential generate solution', 'generate differential algebraic differential generate solution media disclosed store executed processor perform reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'removing effect long coherent algebraic solution differential converge response solution differential subsequent reservoir solution differential control generate differential reservoir data differential differential solution reservoir volumetric', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected chassis proximate actuator mast chassis moving mast horizontal position vertical position', 'equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic disclosed provided introduce', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'data data aggregation server oil site oil site remote location access data data aggregation server standard data format additionally local copy data local server remote location remote location access data local server oil site access multiple oil', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20220115157A1'	'High voltage supply for compact radiation generator'	['G21G4/02', 'H05H3/06', 'G01V5/10', 'H01J2235/023', 'H01J35/00', 'H01J35/04', 'H01J35/14', 'H05G1/00', 'H05G1/02', 'H05G1/10']	['Neutron sources', 'Generating neutron beams', 'Prospecting or detecting by the use of nuclear radiation, e.g. of natural or induced radioactivity specially adapted for well-logging using primary nuclear radiation sources or X-rays using neutron sources', 'Connecting of signals or tensions to or through the vessel', 'X-ray tubes', 'Electrodes ; Mutual position thereof; Constructional adaptations therefor', 'Arrangements for concentrating, focusing, or directing the cathode ray', 'X-ray apparatus involving X-ray tubes; Circuits therefor', 'Constructional details', 'Power supply arrangements for feeding the X-ray tube']	2021-11-22T14:00:00Z	['Christian Stoller', 'Luke T. Perkins', 'Peter Wraight']	['Schlumberger Technology Corp']	['disclosed radiation logging housing compact generator radiation power supply compact generator control compact generator generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent', 'adjacent generator vacuum tube high voltage supply high voltage source target accelerate energy level compact generator electrical coupling output high voltage supply target generator vacuum tube accommodate generator vacuum tube high voltage power', 'power supply compact radiation generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate energy', 'energy level electrical coupling output high voltage supply target generator vacuum tube electrical coupling high voltage turnaround high voltage multiplier ladder laterally adjacent generator vacuum tube compact reducing electrical field stress', 'stress turnaround compact radiation neutron radiation compact radiation compact radiation compact compact overall length length compact corona shield covering high voltage turnaround reduce electrical field stress compact reducing electrical field', 'field stress turnaround fold high voltage multiplier ladder intermediate voltage point compact corona shield fold compact split high voltage multiplier ladder high voltage multiplier ladder turn directionally target compact corona shield split', 'split compact electrically insulating axial mechanically supporting end generator vacuum tube proximate target electrically insulating axial layer positioned perpendicular axis electrically insulating axial compact corona shield electrical field', 'field stress turnaround compact layer operatively corona shield compact electrically insulating axial aluminum nitride compact generator vacuum tube intermediate electrode operatively intermediate potential high voltage multiplier ladder compact', 'compact protective surge resistor intermediate electrode intermediate potential high voltage multiplier ladder compact diode intermediate electrode intermediate potential high voltage multiplier ladder compact electrically insulating axial internal', 'internal flow path circulation insulating cooling fluid radiation logging housing compact generator radiation reaction energetic accelerated electrostatic field target impinge power supply operatively compact generator control operatively compact', 'compact generator compact generator generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate', 'energy level electrical coupling output high voltage supply target generator vacuum tube electrical coupling high voltage turnaround high voltage multiplier ladder laterally adjacent generator vacuum tube divisional ser continuation ser continuation', 'ser national stage entry turn priority benefit provisional provisionally attorney docket priority benefit provisional attorney docket provisionally incorporated technical field generally electronic radiation background radiation half century enable', 'enable possible formation electrical resistivity acoustic electromagnetic broad radiation historically employed produce radiation involved radioactive radioactive pu chosen radiation type sufficient desired intensity naturally radioactive emit decay', 'decay generally consequence spontaneous fission radioactive significant probability spontaneous fission short generally considered drawback neutron rely generation nuclear reaction typically n c reaction alpha emitter pu mixed bepowder small nuclear', 'nuclear reaction probability large radioactive alpha emitter generate sufficient neutron output small size simplicity source housing reliability radioactive decay typically low purchase cost make radiation attractive radiation output particularly', 'neutron radiation safety source remains times increase cost disposal accountability short life absence ability fast pulse chemical source overcome radioactive electronic radiation electronic radiation function inside sealed induce linear circular', 'circular cyclotron linear employed relevance linear operate sufficiently large voltage difference source target source turned charge entering region high voltage accelerated desired energy collide suitable target produce radiation ion source voltage', 'voltage turned radiation accelerated generate radiation impinge target intensity energy radiation produced high voltage accelerate typically higher high voltage higher energy high voltage power capable desirable common power supply design employed', 'employed voltage multiplier known multiplier voltage multiplier array series shaped ladder stage pair pair cycle current transformer respective capacitor rectification provided maximum admissible voltage stage capacitor diode voltage provided', 'provided secondary transformer achieve given high voltage ladder sum desired voltage high voltage output series ladder fed voltage divider bleed related ser concurrently herewith docket obtain measurement high voltage fed neutron generator tube', 'tube electrical constraint design high voltage power electrical hold high voltage ground sufficient length power supply given diameter available stage size small accommodate high voltage insulation radial distance typically size high voltage voltage', 'voltage rating stage size high voltage insulation voltage difference neighboring ground potential radiation high voltage capacitor typically typically achieve capacitance generally rectangular radial typically produce power supply end end', 'end end significant overall length power supply currently frequently employed electronic radiation generator neutron generator aside supporting low voltage electronics current high voltage power supply transformer voltage multiplier sealed neutron', 'neutron generator tube high voltage insulation sealed neutron generator tube ion source near ground potential target acceleration column configuration generally cylindrical borehole geometry target neutron generator tube contact high voltage end', 'end high voltage power supply high voltage insulation solid liquid gaseous combination neutron generator tube high voltage power supply entirety housing confused overall housing generator preferably housing cylindrical shape conventional arrangement', 'rectilinear configuration high voltage power supply connected line axis close axis high voltage end neutron generator tube frequently protective surge resistor therebetween typical length generator range considerable length typical impose', 'impose significant design consequently range possible obtain length high voltage power supply typical neutron generator tube end close proximity radiation source target practical detector placement single axial direction relative target perform', 'perform multiple radiation provided electronic source likely optimal axial radial position short radiation source allow detector axially sides radiation source better independent optimization multiple optimal placement multiple brief design prior', 'prior voltage multiplier generator conventional prior layout neutron generator layout compact generator linear high voltage power supply neutron generator tube accordance compact generator external transformer accordance high voltage turnaround end', 'end ladder neutron generator tube accordance voltage multiplier ladder reduced electrical potential axial distance ground accordance schematic layout neutron generator voltage multiplier ladder accordance alternate implementation split flip ladder', 'ladder accordance high voltage supply high voltage supply intermediate electrode insulating accordance compact generator insulating coolant channel accordance neutron generator voltage multiplier ladder intermediate potential ladder intermediate', 'electrode neutron generator tube accordance possible light advantageous reduce radiation short compact size possible neutron generate neutron radiation reaction energetic deuterium tritium reaction known employed energetic target scattering', 'energetic target emission bremsstrahlung characteristic target compact generator linear multistage power supply power supply multistage high voltage power supply voltage multiplier employed parallel work voltage voltage axially neutron generator', 'generator high voltage power supply neutron generator hermetically sealed housing transformer powered external voltage source stepped high voltage voltage multiplier neutron generator tube practical voltage multiplier situated substantially neutron', 'neutron generator tube shortening overall length neutron generator neutron generator tube ion source target accelerated beam impinge ion source target region surrounded insulating wall neutron generator tube wall neutron generator tube ceramic high', 'high voltage voltage multiplier fed target protective resistor surge resistor end neutron generator tube target axial insulator serve mechanical protective resistor high voltage turnaround output high voltage multiplier input neutron generator tube', 'tube protective surge resistor alternative transformer outside generator housing location allow reduction overall length neutron generator transformer input high voltage multiplier high voltage passing housing high voltage effect configuration high', 'high connected distance generator pose diameter connection insulation noise induced high voltage wiring despite transformer outside generator housing possible electrical connection end voltage multiplier target turnaround high voltage line given', 'given proximity turnaround ground plane end right generator housing resulting electrical potential lead uncontrolled arcing turnaround corona shield positioned reduce electrical field possible approach target end neutron generator tube wall adjacent', 'adjacent neutron generator tube voltage multiplier high voltage line voltage multiplier corona shield provided high voltage line surge resister corona shield surrounding high voltage wire high electric potential reduce electric field typically', 'typically metallic conductor highly polished surface large radius curvature radius curvature absence surface sharp rough surface minimize electric field surface reduce probability electron emission surface lead electrical breakdown insulation', 'additionally corona shield coated insulating layer reduce probability electron emission surface alternate approach reducing electrical stress turnaround flip voltage multiplier schematic approach reduction turnaround voltage stress expense moving', 'moving electrical field stress midway voltage multiplier complexity feeding high voltage split voltage multiplier stage feedback end middle output intermediate voltage multiplier schematic layout neutron generator voltage multiplier outlined region', 'region high electric stress alternate approach split high voltage multiplier section outside proximate sealed neutron generator tube section b sealed neutron generator tube approach folding voltage multiplier multiplier underneath main high voltage', 'voltage supply majority multiplier similar reduction high voltage position end generator high voltage far end supply lower maximum high voltage allow reduction length insulating mechanical consequence shorter overall length case voltage multiplier', 'folded additional room underneath supply additional improvement accomplished sure axial plane fold voltage multiplier electrical potential folding point voltage multiplier accomplished conductive plane insulating end generator tube end generator', 'generator housing additional electrically plane folded voltage multiplier supporting insulator extending target end generator tube end generator housing mechanical strength heat medium remove heat target typically electrical poor thermal alumina', 'alumina ceramic exception rule aluminum nitride aln better conductor heat time good electrical insulator insulating mechanical aluminum nitride heat conduction critical reliable operation elevated traditional generator target stop working target c', 'target c ambient c target reach exceed c proper heat sink insulating mechanical aln excellent solution problem alternatively additionally envisage insulating fluid gas liquid insulating evacuate heat ceramic heat evacuation voltage multiplier reduce', 'reduce seen collocation voltage multiplier generator tube additional feasible tap intermediate generator potential intermediate generator tube radiation generator multiple intermediate concurrently pending ser electrode configuration nuclear', 'nuclear radiation generator docket arrangement protect voltage multiplier intermediate electrode add protective surge resistor intermediate voltage multiplier point intermediate electrode evident concept expanded multiple multiple intermediate', 'disclosed benefit appreciate therefrom cover fall true spirit']	53	[13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, -1, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, -1, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, -1, 13, 13, 13, 13, 13, 13, -1, -1, 13, 13, 16]	['voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[1.2239122268305615e-306, 8.514086031723215e-308, 9.921221601707214e-307, 6.259270512308482e-307, 2.1460373683426898e-307, 5.854463861891565e-308, 9.067795068869297e-308, 1.6485211180827652e-307, 7.70138547376205e-308, 6.64709404328351e-308, 1.2388236940959662e-307, 6.957590319296924e-308, 5.082721781485281e-308, 1.0, 5.720012029868951e-308, 7.575200476138295e-308, 6.073389328388661e-308, 5.37590460657753e-308, 7.396696202871571e-308, 2.3197276089689723e-307, 6.099924896086542e-308, 7.4830396297984e-308, 8.777385358122607e-308, 5.31532400909559e-308, 9.160520743493686e-308, 7.727508914274326e-308, 9.855711497349747e-308, 8.112139993546626e-308, 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-0.2652393579483032, -1.0808571577072144]	[-0.59737206 -0.670416 0.46473753 ... -0.20595844 -0.21256562 -0.8484733 ]	['16_spirit_person_appreciate_depart', '13_voltage_generator_multiplier_high', '-1_data_drilling_information_formation']	power data drilling shield interpret transformer model time casing ascertain insulating comply compact appreciate neutron end pump surface learning electrical drill multiplier supply production control depart target information equivalent flow equipment quickly applicant vacuum depth abstract high preceding reservoir tube source realize limit potential voltage disclosed person spirit reader meaning radiation fluid string generator intermediate understand foregoing stated block formation	intention drilling transformer practical comply exemplify neutron rock electrical determined drill nuclear seismic tubing designing electric inventive borehole teaching magnetization geologic hydraulic voltage communicating radiation oil generator cement foregoing surge	drilling casing shield transformer model comply compact neutron learning target depart flow equipment quickly applicant vacuum depth abstract high reservoir preceding source voltage disclosed spirit radiation reader string foregoing formation	data drilling interpret model time compact appreciate neutron surface drill multiplier supply target depart information equivalent abstract high reservoir tube voltage spirit person radiation reader fluid meaning generator foregoing formation	['Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'High Voltage Neutron Generator Compact Power Supply and Multiplier Circuit', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'generator high voltage power supply neutron generator hermetically sealed housing transformer powered external voltage source stepped high voltage voltage multiplier neutron generator tube practical voltage multiplier situated substantially neutron', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'compact generator compact generator generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate', 'power supply compact radiation generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate energy', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US20180298746A1'	'Rig operations information system'	['E21B47/04', 'E21B19/008', 'E21B19/02', 'E21B44/00']	['Measuring depth or liquid level', 'Winding units, specially adapted for drilling operations', 'Rod or cable suspensions', 'Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions']	2016-10-17T13:00:00Z	['Geoffrey Peter Short', 'James Curtis Brannigan']	['Schlumberger Technology Corp']	['data interface data inference engine data generate communication engine information data interface data inference engine data generate communication engine information data measured depth data depth communication engine depth information destination', 'address relation destination inference engine uncertainty depth inference engine depth measured depth data data rig block position data rig hook load data nonproductive time rig block position data rig hook load data communication matrix destination', 'communication engine information destination communication matrix communication engine communication engine destination communication engine information type event destination address role communication engine output information escalate information', 'communication engine output information information inference engine individual individual inference engine data generate data data interpretation engine generate information interpretation engine inference engine data measured depth data depth', 'depth communication engine depth information destination address relation destination data rig block position data rig hook load data nonproductive time rig block position data rig hook load data storage media instruct receive data analyze data', 'data interpretation engine generate output information storage media interpretation engine inference engine data rig block position data rig hook load data nonproductive time rig block position data rig hook load data related priority benefit', 'benefit provisional ser incorporated priority benefit provisional ser incorporated background resource field accumulation pool group oil gas oil gas subsurface environment resource field reservoir reservoir shaped manner trap covered impermeable', 'sealing rock bore environment bore reservoir rig bore environment transport equipment bore environment rig drill bore acquire information environment drilling resource field onshore field offshore field offshore field rig onshore offshore rig', 'rig offshore onshore field occur phases exploration phase identify assess environment prospect play drilling exploratory phases appraisal development production phases data interface data inference engine data generate communication engine', 'engine information data data interpretation engine generate information storage media instruct receive data analyze data interpretation engine generate output information disclosed provided introduce selection identify key essential matter aid', 'aid matter brief conjunction equipment geologic environment equipment hole equipment geologic environment equipment data plot handling equipment equipment scenario communication matrix graphical user interface graphical user interface graphical user', 'user interface graphical user interface graphical user interface graphical user interface graphical user interface graphical user interface graphical user interface graphical user interface architecture best mode presently sense merely general', 'general geologic environment geologic environment sedimentary basin stratification reservoir fault geologic environment variety equipment communication receive transmit information information information equipment equipment acquire information', 'assist resource recovery equipment remote site equipment storage communication store communicate data equipment measurement collection communication storage analysis data produced provided data acquisition satellite communication network satellite', 'satellite additionally alternatively imagery spatial spectral temporal radiometric geologic environment optionally equipment substantially horizontal intersect consider shale formation natural artificial hydraulic combination natural artificial', 'reservoir laterally extensive lateral exist assessment assist develop reservoir equipment seismic analysis seismic data assessment injection production equipment measurement collection communication storage analysis data production data produced', 'produced provided data acquisition equipment equipment equipment suitable geologic environment equipment suitable offshore equipment platform derrick crown block line traveling block landing monkeyboard line traveling block vertical direction', 'direction platform line line run crown block lift traveling block skyward away platform line line run crown block lower traveling block platform traveling block pipe casing movement traveling block indication pipe derrick structure crown block', 'block traveling block operatively crown block line derrick pyramidal shape offer suitable ratio derrick movable piece piece manner spool power source assorted auxiliary controllably reel reel line line reeled crown block traveling block gain', 'gain mechanical advantage block tackle pulley fashion line traveling block hanging underneath raised bore line powered gravity motor engine electric motor diesel engine crown block near derrick mast line threaded traveling block derrick mast line', 'mast line threaded traveling block crown block crown block traveling block line pulley derrick mast enable handling heavy pipe casing bore line centimeter diameter steel cable line carry line single strand derrickman rig crew works platform attached', 'attached derrick mast derrick landing derrickman stand landing rig floor operation trip hole derrickman wear safety harness leaning work landing monkeyboard reach pipe near center derrick mast throw line pipe pull storage location time desirable run', 'run pipe bore rig equipment derrickman machinery physically handling pipe trip refer act equipment bore equipment bore equipment hole hole pipe trip drill bit drill efficiently wellsite wellsite onshore offshore wellsite mud tank holding mud mud', 'mud mud drilling fluid suction line inlet mud pump mud mud tank mud vibrating hose drill line drill standpipe mud vibrating hose kelly hose mud standpipe gooseneck traveling block crown block carrying traveling block drill line drill crown block', 'block derrick derrick kelly ora drive kelly drive bushing rotary table drill floor bell nipple blowout drill bit casing head flow pipe mud mud tank borehole formed subsurface rotary drilling directional drilling suspended borehole drill bit lower', 'bit lower end hole wellsite operation wellsite platform derrick positioned borehole wellsite rotary table pass opening rotary table wellsite kelly drive kelly kelly square hexagonal bar hole mud flow path kelly transmit rotary motion rotary table', 'table kelly drive bushing raised rotation kelly pass kelly drive bushing driven rotary table rotary table master bushing operatively kelly drive bushing rotation rotary table turn kelly drive bushing kelly kelly drive bushing inside profile matching', 'matching outside profile square hexagonal kelly slightly kelly freely inside kelly drive bushing drive drive kelly rotary table drive turn drive electric hydraulic connected appropriate gearing short section pipe quill turn screwed saver sub drive', 'sub drive suspended traveling block rotary mechanism free travel derrick drive allow drilling joint table approach mud tank hold mud drilling produce fluid inject fluid water composed series connected long tube drill bit lower end advanced drilling', 'drilling point time prior coincident drilling mud pump mud tank source port kelly port drive mud flow passage drill bit directional arrow mud drill bit circulate upwardly annular region outer surrounding open borehole casing directional manner mud', 'mud drill bit heat energy frictional energy formation surface mud returned mud tank recirculation remove mud pump reduce friction surrounding borehole casing reduction friction facilitate advancing drilling operation entire drill string optionally', 'drill bit smaller diameter drill string act drill string hole hole tripping trip upward trip outward trip downward trip inward trip depending trip direction consider downward trip arrival drill bit drill string mud lubricate drill bit drilling', 'drilling enlarge mud pump passage filling passage mud transmission medium transmit energy energy encode information telemetry telemetry equipment effect mud create acoustic wave information information equipment relay information equipment control', 'control telemetry equipment operate transmission energy consider signal generator energy receive energy repeat transmit energy information fitted telemetry equipment rotatable drive shaft turbine impeller mechanically drive shaft mud turbine', 'turbine impeller rotate modulator rotor mechanically drive shaft rotation turbine impeller modulator rotor rotate modulator stator mounted adjacent proximate modulator rotor rotation modulator rotor relative modulator stator mud controllable brake', 'brake selectively rotation modulator rotor modulate alternator drive shaft alternator stator winding electrically control circuit selectively short stator winding electromagnetically brake alternator selectively brake rotation modulator rotor', 'rotor modulate mud control data acquisition sense telemetry equipment communicate sensed information derived therefrom control module module optional module motor drill bit module suitable type drill collar contain selected logging module employed', 'employed module position module refer module position module module module measuring information communicating surface equipment module seismic measuring module suitable type drill collar contain measuring drill bit equipment generating electrical', 'power power telemetry equipment turbine impeller generate power flow mud power battery employed module measuring measuring torque measuring vibration measuring shock measuring stick slip measuring direction measuring inclination measuring consider', 'consider slant hole hole deep hole horizontal hole drilling operation directional drilling curved axis consider radius curvature inclination vertical vary reaching angle angle possibly greater directional meet operational drilling basis information', 'drilling engineer inclination direction information received drilling deviation bore accomplished motor turbine motor positive displacement motor steerable equipment perform steerable turbine lower drill bit bent sub mounted equipment real time near', 'time near real time data inclination direction real weight drill bit torque stress equipment equipment make possible send surface data geological data gamma ray log resistivity density sonic coupling information course trajectory real time near real', 'near real time geological viewpoint allow subsurface environment follow desired route reach desired target azimuthal density neutron measuring density porosity measuring inclination azimuth dual resistivity measuring resistivity gamma ray related', 'related phenomena variable gauge bend motor optionally equipment measuring inclination resistivity gamma ray related phenomena intentional directional control geological logging manner directional desired region zone pay zone section reservoir', 'reservoir minimize gas water breakthrough maximize economic production wellsite operatively control data acquisition sensor surface sensor sensor remote distance wellsite sensor sensor offset wellsite wellsite offset wellsite common field oil gas', 'oil gas field provided pipe movement sense transmit fluid conduit drilling fluid conduit drilling mud conduit operatively standpipe mud generate travel mud sensed encode reduce transmission surface decode information telemetry surface transmitter', 'generate mud drilling fluid transmission medium stuck term stuck refer inability remove bore stuck condition possible rotate pipe lower bore stuck condition inability axially bore rotation possible stuck condition inability axially term stuck pipe', 'pipe refer rotated axially condition differential sticking condition rotated axis bore differential sticking occur low reservoir high sufficiently large area differential sticking time financial cost sticking force product differential reservoir', 'reservoir area differential acting relatively low differential delta p applied large working area effective sticking pipe high differential applied small area condition mechanical sticking condition prevention motion mechanism differential sticking', 'sticking mechanical sticking junk hole geometry cement buildup annulus drill string borehole subterranean formation sedimentary basin angle vertical vertical lateral horizontal enlarged view r z cylindrical casing cement disposed cement cement', 'cement protect cement disposed cement help achieve zonal isolation beginning large diameter section r intermediate diameter section r smaller diameter section r large diameter section surface casing section diameter meter extend thousand surface', 'surface casing section prevent washout loose unconsolidated intermediate casing section isolate protect high guard lost circulation intermediate casing x thousand extend lower intermediate casing decreasing diameter range thirteen diameter diameter', 'diameter production casing section extend intermediate casing section completion running section production casing section length production casing target zone casing perforated flow fluid lumen casing pipe latching pipe pipe moving traveling block', 'block downward latching pipe moving traveling block upward pipe latching occur traveling block moving upwards equipment cylindrical traveling block movement operatively line line deadline supply reel line operatively body deadline tie anchor body', 'body end drilling line moving body anchored mechanism substructure heavy stationary rig drilling line serve mount weight indicator sensor load sensor sensor operatively hydraulic line output weight indication gauge drilling console gauge operator', 'operator traveling block load weight bit load hook load weight hanging hook weight bit drill stem weight pressing bit load sensor strain sensor strain gauge weight load deadline exes deadline load sensor pick exes send signal weight indicator gauge', 'gauge rig drilling console weight indicator translate signal weight bit hook load estimate depth equipment bore geologic environment depth drill bit depth acquire bore plotted depth depth estimate acquired tape measure approach measuring distance', 'distance pipe prior insertion pipe bore consider scheme driller tally pipe calculate official depth acquire information bore consider logging drilling logging drilling approach implement depth help produce measurement accurate scheme depth rotary', 'rotary movement block infer measurement pipe length ground derived rotary possible track rate penetration drilling pipe speed tripping help safe efficient rotary sensor roll steel line attached structure derrick near crown block end attached', 'attached directly block line wheel known circumference shaft connected rotary rotational movement tracked compute block position given point approach sensor easier install utilize compact approach rotary directly main shaft drill hoisting drum', 'drum depending length cable wrapped drum allow complete block travel derrick wrap times approach effective diameter drum revolution rotary line drum traveled block relatively complicated calibration repeated time drill line wear calibration block', 'block reset mechanical nature main shaft stopped perform replacement knowledge depth help inform operator actual location casing bring site log information answer question log actual extent reservoir exist tally depth drilling depth depth', 'depth information starting point depth information determine construction times impact estimation cost project executed build plan depth metrics life phase onward depend depth information information calculate trajectory information depth', 'depth information correlation previous estimate economical safety depth create drill plan trajectory depth information design stability drilling casing cement proper equipment depth information depth multiple area feed complex define development', 'assess feasibility drilling adverse impact depth measurement drill pipe thermal expansion drill pipe mechanical stretch impact depth measurement consider phenomena pipe squat sag effect variable friction rotating sliding drilling effects buoyancy', 'buoyancy force offshore rig heave tidal produced drilling setting removal affect measurement depth tally error exist prominent local help reduce pipe strapping approach enhance depth information account cable tension regime thermal local information', 'depth information data local information depth information local information adjust depth information depth information measured depth local determine position block block determine position speed acceleration depending local pendulum determined', 'frequency driven mechanical weather position speed determined manner depend initial position block mechanism mechanism traveling block local manner calibration recalibration local indirect drill bit depth measurement local level rig structure', 'structure offshore operation approach help reduce effect heave tide local fit offshore rig manner impact heave tide array movement platform riser tracked fed compensation algorithm calculate accurate depth data acquisition data acquisition position', 'position load information plot block position seen range hook load depth vertical axis time data block position data hook load estimate depth block position data pipe length pipe length measured block position data characterize uncertainty pipe', 'pipe length estimate depth measured depth hook load data allow experienced pipe characterize uncertainty pipe length estimate depth measured depth pipe weight time hook load data determine pipe segment minimum pipe segment maximum pipe segment', 'segment combination block position data load data hook load data help estimate depth characterize uncertainty depth known pipe measured pipe block position data hook load data determine operational times times nonproductive time type time block', 'block stationary time increment time increment acceptable wellsite nonproductive mode hook load data determine data stationary analysis data occur response data indicative stationary block stationary block event determined event certainty', 'certainty uncertainty occurrence event optionally certainty event uncertainty event traveling block hook elevator latch pipe rotary drive elevator elevator mechanism closed facilitate lowering bore lifting bore closed position arms elevator ring', 'ring pipe shoulder taper size inside diameter opening closed elevator open position elevator split swung away hook piece equipment equipment hook swivel kelly elevator drive hook attached traveling block pick heavy traveling block hook locked free', 'free rotate positioned rig floor drive drive turn string electric hydraulic drive gearing short section pipe quill turn screwed saver sub string drive suspended hook rotary mechanism travel derrick mast drive arrangement rotary table kelly turning', 'turning string wellsite specifically wellsite approximate view approximate plan view block diagram wellsite cabin rotary table mast optionally carrying drive mud shakers pump boiler building building rig fuel tank combination building pipe catwalk', 'catwalk flare equipment operational time wellsite memory operatively memory media executable control wellsite memory media medium storage medium signal carrier wave battery operatively power battery backup battery power supply unavailable battery', 'battery operatively network cloud network battery smart battery operatively equipment type bus available cloud platform data query drilling perform distributed allow collaborative considered platform framework collaborative implement collaboratively', 'distributed collaborative utilize client maintain data client web browser remote terminal client modify data permit client modify data optionally affecting data seen client client sandbox modify data file activity sandbox client remote individually', 'remote remote physically proximate sides room considered remote depending context client proximate client server proximate equipment evaluation engineering drilling framework framework technical data framework drilling framework perform formation', 'formation generating trajectory trajectory designing equipment drilling drilling formation framework petrel framework technical data framework framework framework earth geological virtual actual physical reconstructed evaluation engineering data', 'data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data framework framework framework classes facilitate modeling analysis commercially available framework net', 'net framework wash extensible classes net framework class module code data classes program script borehole classes define data framework analysis allow interaction model framework operatively link simulator eclipse reservoir simulator intersect', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'integrate streamline framework considered considered data input modeling run consider commercially available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable', 'stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework commercially available ocean framework model layer operatively link commercially available petrel', 'petrel package ocean framework petrel considered petrel framework model building visualization model model layer domain act data source rendering user rendering graphical environment display data user common look feel user interface domain entity', 'entity property optionally entity geometrically represent property property data display entity represent property log information version information display information display model data data data generally physical data storage physical', 'physical accessible model layer model project project information completion modeling session user store project later time project model layer recreate relevant domain perform operate data create data update data operate create editor creation', 'creation editor selection petrel seismic data seismic seismic data data acquired seismic survey positioned geologic environment emit receive seismic energy energy reflect subsurface seismic data analysis framework consider omega framework determine', 'determine depth extent subsurface seismic data analysis forward modeling inversion iteratively build model subsurface region geologic environment seismic data analysis framework operatively framework petrel framework ocean framework access module', 'module external executable code framework modeling petroleum commercially available modeling framework framework input information seismic geological model evolution sedimentary basin framework petroleum modeling input data seismic data data', 'data data geological data model evolution sedimentary basin framework predict reservoir source timing hydrocarbon generation migration pore hydrocarbon type subsurface surface combination framework petrel framework scale exploration data exchange', 'exchange facilitate construction analysis data framework data petrel framework coupling make type make acquire electrical borehole formation acquire borehole image data data acquisition sequence running borehole acquisition closed opening pressing', 'pressing wall borehole electrical current borehole borehole current remotely analysis formation information reveal dissolution dissolution bedding dip acquire information help characterize reservoir optionally reservoir natural artificial hydraulic', 'hydraulic information acquired framework framework framework petrel framework automatically manually human user cyclic evaluation stage evaluation equipment stage equipment engineering stage engineering equipment execution stage equipment commence', 'commence progress serial manner parallel manner cyclical manner commence evaluation stage geological service provider formation evaluation block geological service provider undertake formation evaluation package activity suitable geology employed', 'employed alternatively additionally geological service provider evaluate formation earth geophysical basin consideration variety offset data seismic data pilot data geologic data input server geological service provider progress geology geophysics', 'service provider generate trajectory generation block involve execution petrel framework service provider determine trajectory section provided formation evaluation evaluation block data trajectory consideration basis design bod general surface', 'surface location target reservoir location trajectory incorporate information casing sizes drilling trajectory determination consideration variety risk fluid drilling time progress engineering service provider therewith validate trajectory relief', 'relief design validation block validation physical risk integration server engineering service provider server engineering service provider engineering service provider engineering service provider adjustment trajectory trajectory message', 'message notification sent service provider modification engineering service casing design design fluid design implement trajectory design block engineering service provider perform design employ studio framework service engineering service provider', 'provider seek approval engineering service provider established trajectory engineering service provider consider engineering plan acceptable economic oil production barrel risk drill time request authorization expenditure operating representative', 'representative formulation block data engineering service provider provided single team single engineer separate economics unacceptable authorization withheld engineering service provider suggest casing fluid design notify return control engineering', 'service provider casing fluid design impracticable trajectory engineering service provider suggest adjustment trajectory return notify initial engineering service provider service provider modify trajectory considering trajectory accepted', 'accepted engineering plan formation evaluation pass control drilling service provider implement engineering plan safe efficient drilling integrity progress operating operating formation data collected drilling technology returned geological service', 'service provider evaluation geological service provider trajectory engineering plan potentially adjust engineering plan drilling acquired data field entirely section depending proceed post review evaluation block post review drilling performance', 'post review drilling performance relevant engineering geological service consecutively information nearby information provided service provider undertaking activity affect basis activity manually automatically variation work server allow information', 'central accessible service sought communication appropriate service provider automatically appear relevant service provider approach considered holistic approach comparison sequential piecemeal approach repeated multiple times drilling feedback', 'feedback drilling service provider provided near data acquired drilling fed service adjust piece permeate fashion cyclic additionally instead proceed drilling goal completion section drilling entire week month basis path extend reservoir', 'reservoir economically produce therefrom drilling completion implement plan impact design information known geology subterranean domain presence actual area consider collision avoidance drilling time risk tolerance allow reduction waste lean context', 'context lean consider waste transport moving unnecessarily physical data inventory physical informational work finished product motion people equipment moving walking unnecessarily perform desired waiting waiting information production shift change', 'change overproduction production information equipment ahead demand resulting poor product design activity effort involved fixing plan data equipment collaborative manner help reduce waste implement distributed engineering drilling design multiple', 'multiple computation collaboration occur local remote mobile appropriate operatively local wide area public private areal allow engineering drilling design place approach wellsite composed subsystem equipment operational control computational', 'operatively communication links network links links operatively common server site server manage receipt issuance project output plan digital plan paper plan digital paper plan plan complete engineering plan design project cyclical evaluation', 'equipment equipment engineering equipment equipment equipment hardware hardware learning evaluation equipment orchestration equipment engineering equipment equipment learning evaluation equipment correspond evaluation equipment orchestration', 'equipment correspond equipment engineering equipment correspond engineering equipment equipment correspond equipment equipment transmit information equipment equipment cloud platform cloud infrastructure orchestration equipment plan orchestrate', 'engineering equipment information drilling bore formation construction equipment acquisition equipment rig site equipment instrumentation acquisition equipment rig site equipment equipment rig site framework equipment framework framework equipment', 'equipment equipment rig site equipment instrumentation rig site equipment control equipment rig site data acquisition equipment rig site network equipment equipment block input information learning evaluation output information equipment generate', 'generate information people operating equipment generate information information sensed information weight related information depth related information formation related information equipment operational information uncertainty exist actual depth', 'depth depth determined measurement pipe measurement rig equipment motion measured depth estimate length bore measured depth differ actual depth equipment respond bore general physically measurable end end individual drill measured steel tape measure', 'measure added pipe measured derrick laying pipe rack unstressed pipe screwed bore stretch weight actual bore depth depth tape measure approach operator observe drilling account depth reduce uncertainty knowledge base learning evaluation block', 'block receive information learn information training utilize trained adjust depth adjust measured depth determine uncertainty depth uncertainty depth change time bore cased information sensed equipment adjust depth weight sensed load sensor adjust', 'adjust parameter string disposed information sensed rig equipment adjust depth block position sensed adjust estimate depth information combined reduce uncertainty estimate uncertainty depth operator able view information adjust comment thereon', 'thereon drilling equipment rig site equipment block bootstrap block cloud gateway block cloud portal block stream block management block service manager memory location operatively location acquire local location information location approximate', 'location computer determined global location employ consider global navigation satellite location cellular phone g g location block executable wellsite wellsite equipment mobile tablet mobile wellsite equipment doghouse equipment rig equipment', 'equipment vehicle equipment token security measure assure information data appropriate permission transmission storage access h administrator access policy manually b access key identifier id manually c registered registry symmetric key persisting', 'wellsite identifier id location information information id id e bootstrap message id platform module chip id id location information bootstrap bootstrap block proceed obtain access signature cloud service authorization f g getting token identifier', 'key h ready send message getting token issuing command identifier label z access authentication mechanism sha secure service bus access policy access signature token azure net service bus net authorization class entity sender client token entity key', 'key directly entity reverse hash obtain control entity access long access exist change primary key policy access rig acquisition data delivery hub hub hub storage authentication model location information wellsite equipment location hub architecture', 'azure architecture corporation wash cloud portal block azure portal manage mediate access data cloud platform infrastructure building network cloud wellsite scenario end end outside external perspective external wellsite drilling framework stream', 'stream management block storage optionally drilling framework stream management block optionally user operating user interact end end interact end cloud platform cloud scenario drilling framework information wellsite stream query service drilling', 'drilling framework receive information direct information storage time series blob storage document information information receive store information customer information wellsite service wellsite project information project wellsite project engine', 'engine interpretation engine equipment registry data engine communication engine operatively cloud platform host equipment registry registry equipment framework operate provided cloud platform equipment registry rig site rig site equipment registry', 'registry equipment rig data engine correspond operatively wellsite equipment wellsite data engine operatively equipment registry data engine operatively data engine operatively engine interpretation engine secure zone secure zone expose', 'expose functionality secure zone browser issue information display browser functionality secure zone functionality exposed rig site equipment data transmission control rig site equipment information handshake receive drilling framework information', 'rig information rig interpretation engine issue interpretation engine receive information determine event issue notification event notification interpretation engine destination communication engine operating information communication matrix', 'matrix interpretation engine single site multiple interpretation engine handling single site information handling multiple site information information individually collectively plan digital plan individual plan digital master plan digital master', 'master plan information equipment human power water mud event site possibly impact generating engine respond received generating issuing information rig information operate automatically determine information received information acquired input user', 'user input report information report triggered push pull operator query determine subsystem report triggered information time type trigger data drilling data interpretation engine information identify event classified type performance drilling', 'drilling formation equipment classified good event bad event optionally axes axis bad good cost range negative positive event classified good positive financial type cost return achievement event event desirable achieve drilling type event', 'event classified bad low financial type cost impact avoidance event considered optional low impact cost bad event high financial type cost impact assessed avoidance assessment impact drilling plan interpretation engine inference engine inference', 'inference engine logic consider format expression logical expression represent logic human psychology utilize knowledge inference engine implement inductive predict event worsening event improvement event given series information inductive framework', 'framework combine algorithmic information theory framework interpretation engine knowledge base learning evaluation block operatively thereto interpretation engine receive information knowledge base information learn training evaluate information', 'trained expert review information output interpretation engine expert approve disapprove modify comment output mechanism capture expert feedback utilize feedback training interpretation engine expert station operatively interpretation engine', 'engine intervene operation interpretation engine output input received expert station comment output halt transmission output reinterpretation information generate output drilling event analysis analysis engine machine learning engine consider', 'consider apache storm engine apache foundation forest hill apache storm engine distributed computation receive unbounded data analytics machine learning computation distributed integrate topology data manners optionally stage computation topology', 'topology graph computation node topology logic links data data available standard wellsite information transfer standard markup language sugar land industry initiative technology monitor manage drilling machine learning receive data organized', 'organized standard data pertain drilling data exchange operatively energy service drilling regulatory data machine learning receive data identification collection drilling machine learning identification classification approach assign probability', 'event scenario type event information scenario input output assign probability event drilling output trajectory distance optionally depth platform operatively machine learning occurrence platform issue reduce occurrence event drilling increase', 'increase occurrence event drilling cost assessment good bad cost time machine learning occur input input information digital plan digital master review expert station input information assist learning interact capture information learning training', 'training artificial intelligence machine learning operatively platform machine learning network logic series logic logical make algorithm search algorithm identify content criteria risk risk risk criteria risk time hole logic identify average time', 'time rig field compare average time machine learning implement algorithm data stream received rig wellsite equipment wellsite series logic streaming data rig identify event good bad event noted operator event good bad event noted operator', 'operator probability event assigned approach optionally identify noted false noted successfully noted confirmation reception block data identification block identification block access block plan analysis block plan identification block plan', 'plan analysis revision block plan implementation block plan implementation generating data data received reception block multiple linked machine learning operatively data wellsite equipment operatively interpretation engine media generally suitable', 'suitable execution instruct perform single medium allow performance medium storage medium carrier wave signal topology directed acyclic graph apache storm utilization topology directed acyclic graph dag dag finite directed graph directed vertices', 'vertices edge directed vertex start vertex v follow sequence eventually v dag directed graph topological sequence vertices individual directed later sequence dag model information data data acquired wellsite equipment data network interface', 'interface operatively memory operatively memory executable instruct receive data acquired wellsite equipment identify data analyze plan analysis plan adjust plan alter probability occurrence storage media executable instruct receive data acquired', 'acquired wellsite equipment identify data analyze plan analysis plan adjust plan alter probability occurrence communication matrix classes communication matrix communication matrix generation framework render graphical user interface display', 'display information selected validate control assess information determine information sufficiently complete logical response validation guide user automatically suggest make communication matrix wellsite handled entity service provider differ', 'differ wellsite handled entity communication matrix aware drilling involved control export communication matrix file communication matrix digital file memory memory issuing communication matrix trigger criteria level combined indicator severity time', 'time event interpretation engine time classified optionally severity good bad time metric track time event remain unresolved job level time metric nonproductive time consider level nonproductive time light scale level greater scale level greater', 'greater major scale subclass notification trigger directional drilling trajectory control general communication log data quality interpretation survey telemetry drilling optimization drilling mechanics shock performance sticky hole change stuck pipe', 'pipe mud control slug mud check model change mud weight close window cutting shape change borehole interpretation formation station boundary crossed steering recommendation data transmission connectivity data availability rig data availability', 'aggregator service quality survey begin trip begin trip begin drilling end section hole entering pay logging communication matrix generation framework executable generate modify communication matrix list sending location menu custom selection menu', 'menu related job custom client field list sorted alphabetically comfortable classification message send classification akin ticket classification classification list split multiple applicable level classification level pressing level button', 'button graphical user interface list people informed destination message text field character length split communication matrix file information notation format format human readable writable information machine parsable subset language text format', 'format language independent c c c python information collection record dictionary hash table keyed list associative array ordered list array vector list sequence communication matrix basis communication matrix digital plan communication matrix', 'matrix complete framework receipt information communication matrix digital plan display display operatively information rig single rig site information received information received thereto rendering notification information output interpretation', 'engine information x borehole block position rate penetration weight bit wob surface torque torques sticking information vibration information render time data depth data cross linked depth time common adjustment mechanism select time time range', 'range depth depth range able axis axes broom stick plot vertical axis depth axis depth range time data displayed broom stick plot related time range master plot range force share range follower follower plot individually individual adjustment', 'affecting plot plot selected master plot active master plot time versus depth plot user zoom time versus depth plot linking matrix time depth range triage rig information received reduce nonproductive time rig operator responsible rig operator', 'operator functional human information operator browser type render information display display single operator expert station help manage overload experienced operator button panic button communication engine information output interpretation engine', 'engine interpretation engine trained interpretation engine trained individual experience assess information determine action response assessment information individual considered individual assessment information interpretation engine learn trained', 'trained received data assessed interpretation engine scenario interpretation engine trained interpretation engine output likelihood occur mitigate mitigate trend issuing issuing information historical information information load operator near', 'near maximum practical mental information handling load effectuate load shedding direct destination shed load operator near maximum load implement ordered change time prior notification queue destination active queue escalate prior issuance filter', 'filter scheme rig criterion nonproductive time rig site criterion linked phase rig site phase time criticality expense risk ability reschedule phase operational task difficult reschedule weighted make impact profound higher priority digital plan', 'plan digital digital watchdog time operation phase digital watchdog received inference engine communication engine digital watchdog tracked expire effect trigger notification trigger consider digital watchdog digital plan digital watchdog phase rig', 'phase rig site drill complete digital plan digital watchdog commence timer phase time plus minus time margin information received interpretation engine phase likely time digital watchdog interpretation engine issue destination optionally action', 'action reduce time phase track likelihood time digital plan time determine schedule time determine nonproductive time times related lead likelihood running schedule time times related rig consider equipment rig site rig site rig event rig site', 'rig site impact implementation digital plan rig operator responsible rig master schedule rig affected occurrence event rig interpretation engine operate individual rig site level master level rig interpretation engine trained identify individual rig', 'rig impact occur rig interpretation engine issue destination manner diminish impact master schedule digital master plan data interface data inference engine data generate communication engine information communication matrix communication matrix', 'matrix relate destination communication matrix relate destination inference engine communication matrix destination inference engine communication matrix communication engine output information type event destination address communication engine', 'engine adjust output information level level escalate information communication engine adjust output information level level information communication engine output information destination inference engine generate individual individual inference', 'inference engine receive analyze data generate communication engine output information interpretation engine communication matrix master review expert station graphical user interface render information information interpretation engine master', 'master review sanity review stream information knock flag escalate information master review communication engine communication engine master review manage communication matrix control communication engine output information interpretation engine', 'engine learning interpretation engine operator master review expert relatively quickly assess information interpretation engine operator identify arise logic interpretation engine end shift operator file inference engine benefit additional training', 'training inference engine master review assessment feature flag basic logic data data engine site trend event expert operator interpretation engine trend event logic trend event accord expert master review allow confirmation act weight grade', 'grade operating effective manner expert opinion data drilling framework drilling control module analysis module communication module graphical user interface organize data graphics rendering information relevant drilling information optionally real', 'real time information interact data handling interact rendering information information operatively drilling commercially available framework data management layer framework core log geology drilling reservoir production engineering geophysics', 'information framework drilling optionally allow spatial temporal spatial temporal data framework drilling framework access information drilling pertaining trajectory wellhead location borehole dip angle dip azimuth interpretation fluid drilling', 'drilling access information framework pertaining tops model zone model data data storage locally remotely locally remotely consider data storage exist private resource layer public resource layer data seismic data data model data measurement data', 'data qualitative data data relevant drilling directly framework directly information drilling framework data acquired data optionally model interact connectivity collaboration information handling collaboration facilitate implementation stimulation', 'operation drilling operation logging testing operation production collaboration occur variety variety graphical user mobile smart access data navigation search chat interact communication functionality interact setup drilling client activity menu', 'menu category menu data exchange interact data layer layer markup language markup language markup language data data access interface allow development exchange data combine multiple data analysis visualization collaboration industrial information', 'technology open platform data access da functionality connect equipment classic unified architecture wired wireless data acquisition control operatively information analysis block key performance metrics operation physical borehole equipment entity', 'entity individual group corporation data block determined determined display approach render information operation tripping operation service service convey information control operation optionally presentation information improvement continual', 'continual improvement improvement continual improvement ongoing improvement incremental breakthrough improvement ongoing effort improve seek incremental improvement time breakthrough improvement operatively interpretation engine interpretation', 'engine time improvement output learn training interpretation engine improvement quality cycle known cycle cycle plan identify opportunity plan change implement change small scale check data analyze change determine difference act change successful', 'implement scale continuously assess change work begin cycle sigma lean total quality involve teamwork measuring reducing variation cycle times improvement continual improvement frequently interchangeably quality make distinction continual', 'continual improvement term w refer general improvement discontinuous covering improvement subset continual improvement focus linear incremental improvement associate improvement closely statistical control manner improvement consider interpretation', 'engine learning training inference data received feedback field learn improve field approach field manner time nonproductive time uncertainty metrics depth performance improvement value driller mean better performance hole offset performance', 'establish key performance information variety individual block field individual block field individual field established statistically central convergence serve approach measuring performance ongoing consistent data optimal approach generate', 'generate drilling performance performance measured operate acquisition data site generate information inform site continual improvement drilling site key performance analysis real time current drilling improve drilling tripping connection', 'performance reduce client allow track improve performance head office home rig gather store client suitable develop future aid performance implement approach interact perform wellsite logging saving rig time accomplished small incremental change', 'change effectively add operatively perform engineering user gather analyze optimize drilling data job execution post job evaluation analyze offset data determine potential real time surface analysis information interact analysis failure analysis', 'analysis visualization collaboration communication key performance analysis real time staged approach consider field trial stage setting stage execution performance stage evaluation setting stage block field operate data streaming consider rig', 'rig interact data capture interact real time connect data link technology entity render versus feature interact receive data data generate information received data storage table performance drilling tripping data acquisition interact consider', 'consider surface logging entity choose want focus project displayed rig drilling analyst equipment individual team setting interact acquisition interact setup custom interact setup consider opening interact file record editor consider trigger setup', 'setup select trigger data time tick record save communication stop connection click modify file reselect file graphical user interface tab record select receiver select record data source port click apply sender add record data source receiver apply', 'apply left server click file save consider rig beginning record sent user modify information file end consider graphical user interface information weight weight connection drill standard generation information depth versus time drilling', 'drilling preconnection connection slip slip time connection drilling weight weight time occur drilling table information code graphic color code rendering display time depth horizontal line drilling preconnection approach allow user assess', 'assess information expert station plot block position data load data weight data metrics depth nonproductive time plot block position data load data data dynamic times static times time time drilling open drilling weight weight applied bit hole', 'bit hole receive load data block position data analyze data interpretation engine generate germane metrics weight bit depth productive nonproductive time determined likely occur output information type event destination network information rate', 'rate penetration gross net speed drill bit rock deepen borehole known penetration rate drill rate provided minute hour foot operate convert information minute basis accommodate operator expert station data block position data load data received', 'received interpretation engine generate rate penetration result interpretation engine data trained reduce uncertainty characterize uncertainty rate penetration common field drilling span field wellsite wellsite interpretation engine learn data', 'data training utilize trained analyze data field nonproductive time reduced learning uncertainty metrics reduce consider reduction uncertainty depth weight bit rate penetration past current future graphical user interface information gross time', 'time calculated pipe movement block position connection slip slip time factor metric expert station block determination block deviation report block generating drilling analyst report information drilling data acquisition display client track', 'track connection performance depth analysis daily graphical user interface handle information available input allow client consider make make create tripping speed compare versus utility virtual hydraulics utility time add symbol select channel', 'channel scale halfway virtual hydraulics utility evaluate design drilling hydraulics equivalent density equivalent static density hole cleaning tripping utility help achieve quality optimal operating reducing rig time lowering key performance', 'analysis execution phase performance versus plan act information improve performance client led performance push reach information end section late make lost time graphical user interface render color bar graphic times color approach allow operator', 'operator assess operation optionally make operation ongoing subsequent graphical user interface render information display client office entity office performance information site drilling site remote graphical user interface information drilling', 'drilling information drilling information graphical data graphical time line event line render information graphical user interface plan schematic plot information consider performance tripping speed determine pipe moving speed actual tripping', 'tripping tripping acceleration information provided position time related information tripping speed work flow pipe movement speed block meeting information block block plan generating plan drilling analyst block decision block tripping speed plan', 'plan alert block deviation plan continuation block tripping determined utility virtual hydraulics utility virtual hydraulics utility utility operatively operatively simulate physical phenomena equipment operation fluid mechanics stress formation', 'formation depth utility tripping schedule channel speed save file import graphical user interface operate editor generating metrics information editor allow operator define metric function actual tripping speed operatively graphical user interface', 'interface information performance consider scenario tripping speed determine pipe moving speed tripping sync log drilling analyst compare actual tripping versus tripping consider actual speed rendering bit depth series time series field series', 'series graphical user interface drilling analyst analysis report display mobile report daily time basis shift report client report filter unrepresentative connection times information feedback control information operatively interpretation engine', 'engine interpretation engine interpretation engine learn feedback feedback positive neutral negative positive feedback interpretation engine operating acceptable manner neutral feedback indication information received comment negative feedback', 'feedback interpretation engine training definition block metrics acquisition block data determination block adjustment block continual improvement metrics metrics acquisition data quality improvement section section trend comparison regional', 'regional drilling analyst achieve performance learning improving performance section section pushing speed limit moving pipe operation best speed actual speed speed actual speed cone uncertainty exist future actual reduce increase tripping tripping', 'tripping metrics plan time data channel information channel channel horizontal reducing risk sticking information gathering data rig plotting real time versus plan metrics display convey information operator rig operation information information', 'velocity acceleration position versus time rig data acquisition equipment analysis consider rig interact improve performance speeding depending reduce risk sticking adjustment meet regulatory information storage computer memory executable computer', 'computer network wired wireless graphics display interface wired wireless block correspond transmit information data data engine interpretation engine interpretation engine engine inference engine master review review output interpretation engine', 'engine master review effectuate output interpretation engine output information prior transmission information destination rig site equipment actor generate rig site equipment issue information address rig site delay exist rig site action digital', 'digital streaming discrete information information response correspond wellsite assignment station station management station station assignment file wellsite assignment station communication matrix file master review aware information assignment', 'file agnostic review information regardless information directed assignment file information information station digital station management station digital management adjust information received master review adjust interpretation engine information', 'train interpretation engine digital communication matrix file assignment file operatively adequately correspond data storage quality control collaboration arrow operate drilling drilling tripping casing riser streaming stand detection rig drilling', 'drilling statistics persist data stand activity issue streaming quality metrics data quality approach excluding information help preserve integrity interpretation engine learning training generate information automatically manually adjust allow', 'allow feedback feedback knowledge populate knowledge base train interpretation engine generate information directed destination communication matrix transform drilling data actionable knowledge result feedback enhance interpretation engine', 'engine interpretation engine interpretation engine apache storm distributed computation large streaming data million node cluster operational specialized implement security preserve integrity interpretation security analytics threat detection help', 'help prevent help optimize aware operation security protect interpretation engine input result unacceptable output unacceptable training learning issue analyze information equipment equipment usage maintenance usage deviate usage maintenance', 'determine information corrupt missing inadequate equipment condition sensor wellsite failing data drift sporadic data prior transmission interpretation engine interpretation engine assess data determine data optionally information implement block', 'block determination block deviation report block generating drilling analyst report implement multiple common field architecture effectuate architecture data interface data inference engine data generate communication engine information data', 'data measured depth data depth communication engine output depth information destination address file destination inference engine characterize uncertainty depth inference engine generate depth measured depth data data data rig block position data', 'data rig hook load data interpretation engine generate nonproductive time rig block position data rig hook load data communication matrix destination communication engine information destination communication matrix interpretation engine', 'engine communication engine relate destination communication matrix digital file destination destination communication engine output information type event destination address role communication engine adjust output information escalate information', 'output information information inference engine generate individual individual digital received inference engine inference engine receive analyze data generate data data interpretation engine generate information interpretation engine inference', 'inference engine storage media instruct receive data analyze data interpretation engine generate output information interpretation engine inference engine media module block information suitable execution processor instruct perform single medium', 'medium allow performance medium storage medium medium carrier wave media instruct output information output injection drilling extraction extrusion heating memory storage input output bus media read communication bus bus wired wireless execute', 'execute implement wholly user view output interact io medium storage physical memory storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'card transmitter battery mobile cell phone tablet wholly mobile mobile distributed environment cloud environment interact data storage communication information communication cellular network satellite network distributed environment wholly service', 'service information input display consider output display information output projector laser printer information information output stereographically printer consider printer printer output data provided printer representation subterranean formation', 'formation positive negative appreciate possible cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant', 'applicant invoke paragraph expressly function']	257	[-1, -1, 3, -1, -1, -1, -1, -1, -1, 3, 2, -1, 2, -1, -1, 2, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, -1, -1, -1, -1, -1, 2, -1, -1, 1, 1, -1, 10, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, 23, 33, 23, 23, 23, -1, 49, 2, 2, 2, -1, -1, -1, 45, 2, 2, 3, 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modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.07664592787873457, 0.004820895203485457, 0.07380787782715689, 0.18355468267490552, 0.010371161525423776, 0.0023553465549363537, 0.010879329820502975, 0.017553212378868848, 0.011444432564701856, 0.00823876154622861, 0.00584807069182327, 0.0029150354817141697, 0.002579520433299954, 0.003995681761258701, 0.008639621888402112, 0.004597941572582382, 0.013382005399704043, 0.002779259137474669, 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0.33978381752967834, 0.7271322011947632, 0.5361937284469604, -0.2071792483329773, -0.3053551912307739, -0.04146027937531471, -0.095008984208107, -0.44708776473999023, -0.35701990127563477, 0.011697434820234776, -0.4972169101238251, 0.25816819071769714, 0.307385116815567, 0.01880078949034214, -0.2459111511707306, -0.05508965626358986, 0.045525386929512024, 0.05665312707424164, -0.30295923352241516]	[-1.2070237 0.19444898 0.1250314 ... -0.3175756 -0.11916642 -0.613186 ]	['10_cement_casing_annulus_acoustic', '16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '6_network_wireless_interface_display', '33_framework_petrel_simulator_reservoir', '45_produce_product_automatically_separately', '21_relatively_low_score_high', '2_seismic_rock_data_modeling', '32_vehicle_learning_inspection_trained', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation', '8_particle_filter_window_dynamic', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '49_access_project_rig_plan', '31_oil_remote_site_server']	location ascertain environment curve development label response relevance center initiation registry port paper surface dispersion operate sleeve improvement inverted water helical invoke ordered modeling sand information flow considered petrel image efficient conform task depth sweet execute user switch card repetition secure increasing structural local drive stable physics mobile intersect display drone acid selected spirit available remote meaning low composition clarity extensible string cement consider observation slurry exploration foregoing network telephone identical block materially interface localization longer direct platform aqueous data drilling private allow isolation comply cover operable infrastructure appreciate necessarily petroleum relationship format pump gravel vehicle drill acoustic torque flexural execution control hidden parameter depart screen responsive equivalent dictate framework quickly decision applicant wash collaboration abstract weight digital expressly mode express improving layer geologic develop piston limit machine weighted valve spectral net domain produce aggregation deep barrier circuit communication typicality understand project eclipse stated signal simulator camera group polymer interpret server model collaborative graphics eccentric reproducibility gel simplicity office wooden package shear problematic return test learning separately rotary cleavable site map production input plan team paragraph area uncertainty operational equipment diverse viewer seismic zonal automatic bond high reservoir confident comprised attenuation score manage laborious disclosed subterranean corporation diagram module fluid medical trained active latent ultrasonic posterior management informative output receiver geological intention configure rig casing annulus size bit printer apparatus time feature sampling fitting compressional stage surfactant amide conditioner weighting optional links inversion detection window wired final cloud rock video ocean classes controller desired classification unlabeled contact dynamic automatically commercially asset access cellular formation particle speed inspection product chloride mud view cylindrical preceding independently saved analysis human evaluation viscosity filter pack similar considerable satellite impedance realize relatively manually healing nail person wireless function productivity reader neural metal position oil outlet repeat standard script screw multiple ranked need	wirelessly engineering incremental operating environment optimization processor monitor improvement calcium helical modeling prediction cell hydrocarbon petrel conform designing execute browser secure structural teaching hydraulic stable physics ambiguous mobile acid memory communicating matrix low technology clarity cement logic exploration vortex foregoing fixing identical sensor localization interface computational administrator drilling data pipe comply administration bentonite infrastructure repository petroleum integration pump determined drill acoustic accelerometer flexural login wellsite computer framework straightforward wash hub industry geologic onshore piston spectral valve produce tomography sonar offshore eclipse projection simulator geophysics recovery mineral server graphics office operatively simplicity streamline wooden shear exemplify problematic learning map uncertainty seismic scanner manager inventive reservoir comparator routine borehole laborious fluid trained informative shale geological intention annulus sampling tomographic practical compressional steel training wired rock ocean temporary router acquired unlabeled cellular crystallization silica completion tubing particle logging chloride product filter cylindrical analysis slide spectrometry viscosity similar manually cavity healing quantitative geophysical bad wireless nail oil routinely predictive simplify quality formation	environment development label registry paper port initiation improvement helical sand flow petrel efficient depth switch card repetition secure structural local physics mobile drone acid spirit remote composition string low cement slurry exploration foregoing telephone identical interface longer direct drilling data private isolation comply operable infrastructure cover petroleum relationship pump gravel acoustic torque flexural execution hidden parameter depart framework quickly applicant wash collaboration abstract improving express geologic spectral domain produce deep typicality eclipse simulator polymer server model eccentric graphics office reproducibility wooden shear problematic test learning rotary separately site map plan team operational equipment viewer seismic zonal automatic bond high reservoir score laborious corporation subterranean disclosed diagram fluid medical trained ultrasonic management informative output receiver geological rig casing annulus sampling printer feature compressional surfactant conditioner stage weighting optional window final cloud ocean classes controller video unlabeled commercially automatically particle inspection chloride mud filter human preceding saved viscosity satellite healing nail wireless function reader oil metal neural standard script screw formation need	location environment curve label response relevance registry surface improvement water helical modeling information petrel task execute user switch card secure structural local mobile intersect display acid available spirit remote composition string extensible low clarity meaning cement slurry exploration network foregoing identical interface direct aqueous data drilling isolation operable infrastructure appreciate petroleum pump gravel drill vehicle acoustic flexural execution depart screen equivalent framework applicant collaboration abstract weight digital mode layer express geologic machine spectral aggregation net produce typicality project simulator server interpret model eccentric collaborative office wooden problematic test learning cleavable site map production input plan team area operational uncertainty equipment diverse seismic bond high reservoir score laborious module fluid medical latent intention rig casing annulus printer time feature surfactant conditioner stage weighting optional inversion detection window final rock ocean classes video classification unlabeled contact dynamic access particle speed inspection product view filter evaluation similar position nail wireless person reader oil outlet repeat screw formation	['Streamlined Automated Production Process for Desired Products', '"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Data Access and Network Management for Rig Infrastructure and Project Team Operations', 'Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Oil Site Data Collaboration Infrastructure and Access Management', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Dynamic Particle Filter for Equipment Environment Localization and Operational Control', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Vehicle Inspection using Trained Machine Learning Framework for Automatic Detection and Classification', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'facilitate collaboration oil site remote location multiple oil data collected oil site data data data aggregation server oil site oil site remote location access data data aggregation server standard data format collaboration oil site remote location', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'video data video camera point data point cloud radar data radar sensor mounted vehicle car truck bus case sensor vehicle correspond inspection platform machine learning framework relevance learning inspection learning trained operation active', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'belonging rig access group level access connection rig access network team belonging access group level access connection access network level access authorization access infrastructure team access level access connection access network access', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'site administrator connect infrastructure administration access terminal access data rig access external connectivity global improve performance team rig segmented access access accomplished virtual local area accommodate constrain group group need', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'need access data rig rig need want access security rig access group require access require access rig access group need access rig access accommodate user wired virtual local area group access virtual local area network rig access connect switch rig', 'window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical particle filter time window velocity particle time window time series data dynamic', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'user oil site user remote location access data data aggregation server standard data format remote location monitor collection multiple oil data real time center remote location access data local server collaboration infrastructure ensure', 'machine learning framework relevance learning inspection learning c trained operation active learning framework trained platform edge inspection vehicle submarine drone inspection task trained machine learning sensor data output vehicle automatic', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'car truck bus machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty', 'equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic disclosed provided introduce', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'data data aggregation server oil site oil site remote location access data data aggregation server standard data format additionally local copy data local server remote location remote location access data local server oil site access multiple oil', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150377776A1'	'Probe using ultraviolet and infrared radiation for multi-phase flow analysis'	['G01N21/8507', 'G01N21/3577', 'G01N21/33', 'G01N21/3504', 'G01N21/359', 'G01V3/30', 'G01V8/22', 'G01J3/28', 'G01N21/05', 'G01N2201/061']	['Probe photometers, i.e. with optical measuring part dipped into fluid sample', 'Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing liquids, e.g. polluted water', 'Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using ultraviolet light', 'Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing gases, e.g. multi-gas analysis', 'Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light', 'Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with electromagnetic waves', 'Detecting, e.g. by using light barriers using multiple transmitters or receivers using reflectors', 'Investigating the spectrum', 'Flow-through cuvettes', 'Sources']	2015-09-04T13:00:00Z	['Cheng-Gang Xie']	['Schlumberger Technology Corp']	['multiphase flow disclosed disclosed optical immersion probe flow gap radiation measure multiphase flow primarily ultraviolet near infrared probe gather absorption data water oil data calculate multiphase flow range gas volume additionally optical', 'optical immersion probe impact flow phases multiphase flow optical immersion probe multiphase flow pipe optical probe housing optical carry ultraviolet radiation infrared radiation radiation end end flow gap ultraviolet radiation infrared radiation', 'radiation flow gap end optical operatively engage multiphase flow pipe optical receive ultraviolet radiation infrared radiation transmit received ultraviolet radiation infrared radiation spectral analysis measuring impact phases multiphase flow', 'flow ultraviolet radiation infrared radiation absorption scattering multiphase flow flow gap multiphase flow ultraviolet radiation infrared radiation attenuation determined flow gap pipe placement flow gap variable optical immersion probe multiphase', 'flow pipe placement flow gap varied near center pipe near inner wall pipe optical immersion probe multiphase flow pipe size flow gap variable optical immersion probe multiphase flow pipe flow gap diameter pipe diameter pipe optical immersion probe', 'probe multiphase flow pipe size flow gap flow gap near center pipe optical immersion probe multiphase flow pipe probe divided distance substantially equal pipe radius optical immersion probe multiphase flow pipe flow gap proximity optical immersion', 'immersion probe multiphase flow pipe measuring density phases multiphase flow optical immersion probe multiphase flow pipe multiphase flow optical immersion probe multiphase flow pipe radiation external separate optical immersion probe optical', 'optical immersion probe multiphase flow pipe optical probe housing optical carry ultraviolet radiation infrared radiation radiation end end flow gap ultraviolet radiation infrared radiation flow gap end optical operatively engage multiphase flow', 'flow pipe optical receive ultraviolet radiation infrared radiation transmit received ultraviolet radiation infrared radiation spectral analysis data acquisition receipt transmission ultraviolet infrared radiation rapid measuring impact phases', 'phases multiphase flow ultraviolet radiation infrared radiation absorption scattering multiphase flow flow gap multiphase flow ultraviolet radiation infrared radiation attenuation determined optical immersion probe multiphase flow pipe data', 'pipe data acquisition frequency receipt transmission ultraviolet infrared radiation optical immersion probe multiphase flow pipe receipt transmission range covering entire water absorption peak entire oil absorption peak optical immersion probe', 'probe multiphase flow pipe range covering entire water absorption peak range covering entire oil absorption peak optical immersion probe multiphase flow pipe sensor flow thermodynamic multiphase flow optical immersion probe multiphase flow pipe', 'flow pipe radiation radiation source capable light spectrum ultraviolet visible range optical immersion probe multiphase flow pipe radiation radiation source capable light spectrum visible near infrared range optical immersion probe multiphase flow', 'flow pipe optical probe housing optical carry ultraviolet radiation infrared radiation radiation end end flow gap ultraviolet radiation infrared radiation flow gap end optical operatively engage multiphase flow pipe optical receive ultraviolet', 'radiation infrared radiation transmit received ultraviolet radiation infrared radiation spectral analysis receipt transmission ultraviolet infrared radiation range covering entire water absorption peak entire oil absorption peak measuring impact', 'impact phases multiphase flow ultraviolet radiation infrared radiation absorption scattering multiphase flow flow gap multiphase flow ultraviolet radiation infrared radiation attenuation determined optical immersion probe multiphase flow pipe range', 'range covering entire water absorption peak range covering entire oil absorption peak optical immersion probe multiphase flow pipe measuring density phases multiphase flow optical immersion probe multiphase flow pipe multiphase flow multiphase flow', 'flow pipe optical immersion probe multiphase flow gas phase liquid phase liquid phase water oil condensate multiphase flow separate gas liquid phases flow centrifugal force carrying ultraviolet infrared radiation light optical ultraviolet infrared', 'infrared radiation optical flow gap flow gap end optical operatively engage multiphase flow reflecting ultraviolet infrared radiation reflective reflective distance flow gap optical reflected ultraviolet infrared radiation optical conduit received', 'received ultraviolet infrared radiation optical spectral analysis multiphase flow determine multiphase flow ultraviolet radiation infrared radiation absorption scattering contact multiphase flow multiphase flow ultraviolet infrared attenuation', 'determined multiphase flow pipe optical immersion probe infrared spectrometer operating range multiphase flow pipe optical immersion probe ultraviolet spectrometer operating range multiphase flow pipe optical immersion probe centrifugal force', 'force multiphase flow centrifugal force effectively separates phases flow carrying ultraviolet infrared radiation light optical ultraviolet infrared radiation optical flow gap operatively engage phase multiphase flow reflecting ultraviolet infrared', 'infrared radiation reflective reflective distance flow gap optical reflected ultraviolet infrared radiation optical conduit received ultraviolet infrared radiation optical spectral analysis related continuation benefit priority ser national stage', 'stage benefit priority benefit provisional provisional incorporated background general immersion limitation immersion measuring immersion offer range data helping regulate content flow rate gas oil dependent type natural gas crude oil vary oil', 'vary oil natural gas water gas volume designed accommodate accurate type currently primary optical technique near infrared beam measure absorption multiphase low high gas volume ratio liquid water content liquid phase multiphase flow beam water', 'water highly absorbed range peak absorption condensate water relatively light higher lower water absorption higher prior water cut flow probe disposed opposing sides pipe beam sent pipe ultraviolet light source diameter pipe received light sent', 'sent spectrometer computer capability perform spectral analysis spectrally configuration configuration disclosed commonly presence water oil condensate liquid phase multiphase previously near infrared light selected band highly absorbed water close', 'close zero absorption gas gas condensate light selected band hand highly absorbed condensate oil substantially transparent gas water technique liquid diameter pipe high low liquid presence water oil condensate multiphase flow actual quantitative', 'problematic liquid fraction primarily scattering attenuation effect cross pipe overwhelm underlying small absorption extract liquid scattering effect liquid gas phase flow liquid phase flow respectively additional occur light source inconsistent', 'light insertion probe exposed directly high pipe light light led degraded produce lifetime faulty light require removal replacement entire probe brief multiphase flow pipe optical immersion probe flow gap radiation determine multiphase flow', 'flow ultraviolet near infrared radiation gather absorption data water oil data calculate multiphase flow wide range gas volume additional optical immersion probe impact flow phases multiphase flow improve flow rate flow phases flow liquid annulus', 'annulus inner wall pipe gas core pipe optical immersion probe multiphase flow pipe optical immersion probe housing optical carry ultraviolet radiation infrared radiation radiation end end optical immersion probe flow gap ultraviolet radiation', 'radiation infrared radiation flow gap adjustable end optical operatively engage multiphase flow pipe optical immersion probe optical receive ultraviolet radiation infrared radiation transmit ultraviolet radiation infrared radiation spectral analysis', 'analysis ultraviolet radiation infrared radiation absorption scattering multiphase flow flow gap multiphase flow ultraviolet radiation infrared radiation attenuation determined optical immersion probe reflective reflecting ultraviolet radiation', 'radiation infrared radiation multiphase flow optical optical optical immersion probe optical window send receive ultraviolet radiation infrared radiation optical window optical immersion probe measuring impact phases multiphase flow optical', 'optical immersion probe multiphase flow measure density phases multiphase flow distance substantially equal pipe radius provided multiphase flow pipe carrying ultraviolet infrared radiation light optical ultraviolet infrared radiation optical flow', 'flow gap flow gap end optical operatively engage multiphase flow reflecting ultraviolet infrared radiation reflective reflective distance flow gap optical reflected ultraviolet infrared radiation optical conduit received ultraviolet infrared', 'infrared radiation optical spectral analysis multiphase flow determine multiphase flow ultraviolet radiation infrared radiation absorption scattering contact multiphase flow multiphase flow ultraviolet infrared determined multiphase flow gas phase', 'gas phase liquid phase liquid phase water oil condensate multiphase flow separate gas liquid phases flow centrifugal force merely infrared spectrometer operating range merely ultraviolet spectrometer operating range radiation external separate', 'separate optical insertion probe radiation radiation source capable light spectrum ultraviolet visible range radiation radiation source capable light spectrum visible near infrared range multiphase flow pipe optical immersion probe provided carrying', 'carrying ultraviolet infrared radiation light optical ultraviolet infrared radiation optical flow gap operatively engage phase multiphase flow reflecting ultraviolet infrared radiation reflective reflective distance flow gap optical reflected', 'reflected ultraviolet infrared radiation optical conduit received ultraviolet infrared radiation optical spectral analysis centrifugal force multiphase flow centrifugal force effectively separates phases flow multiphase flow measuring impact phases', 'phases multiphase flow merely optical optical fiber bundle radiation optical optical fiber bundle radiation ultraviolet radiation ultraviolet visible radiation infrared radiation visible infrared radiation applicability provided hereinafter', 'illustration necessarily limit brief conjunction illustration optical immersion probe multiphase flow accordance configuration optical immersion probe single optical radiation path accordance b configuration optical immersion probe double optical', 'optical radiation path accordance configuration optical immersion probe accordance b alternative cross pipe configuration optical immersion probe accordance alternative configuration optical immersion probe accordance flow chart characterization', 'multiphase flow accordance similar label label specification applicable similar label exemplary limit applicability configuration exemplary exemplary function arrangement apparatus measuring liquid holdup flow path primarily disclosed optical', 'optical immersion probe radiation measure water liquid ratio multiphase flow wide range flow gap optical immersion probe provided substantially multiphase flow optical immersion probe utilize ultraviolet light source interrogation beam measure gas', 'gas condensate content gas condensate interchangeably light oil oil condensate low density hydrocarbon liquid product raw natural gas spectrum range gas condensate highly absorbing absorption peak gaseous water phases substantially transparent', 'optical absorption spectrum range optical immersion probe utilize near infrared light source interrogation beam measure water content liquid phase multiphase flow water multiphase flow usually content time formation water breakthrough water mix', 'water mix light oil liquid phase mixture multiphase produced higher flow rate mixed multiphase flow spectrum range water highly absorbing absorption absorption peak gaseous phases substantially transparent addition light source optical immersion', 'immersion probe accordance presence gas condensate measured addition water gas condensate pipe measurement possible gas condensate light oil highly light spectrum range gaseous water phases substantially transparent substantially optical path', 'path calculated ratio volume derived measurement light allow optical density absorption contrast water multiphase flow resulting measurement higher tolerance scattering attenuation effects liquid gas especially high light commonly incorporated', 'entirety fluorescence spectroscopy measurement identification measurement oil light light emission spectrum light visible spectrum range spectrum account scattering attenuation effect multiple absorption addition absorption oil water light external', 'external optical immersion probe composite light optical fiber optical window optical immersion probe optical immersion probe flow gap light light reflected optical immersion probe optics optical fiber spectral analyses optical immersion probe', 'probe additionally contain aid flow thermodynamic measuring static dynamic velocity flow content multiphase flow multiphase flow flow centrifugal force flow liquid annulus inner wall pipe gas core center pipe technique commonly pat incorporated', 'entirety multiphase flow separation measurement flow flow respective phases multiphase flow additional added body optical immersion probe collect impact calculation flow pipe follow optical immersion probe insertion pipe optical immersion probe', 'probe optical window fiber optic transfer near infrared light ultraviolet light external light light radiation optical fiber efficient transmission radiation optical fiber reduce darkening solarization effect effect light transmission addition fiber', 'fiber designed aid radiation transmittance radiation transmittance radiation light light combination light travel flow gap multiphase mixture multiphase phase light oil oil condensate water gas separation flow gap adjustable light produced separate', 'separate light composite light source able radiate light single spectrum broad spectrum merely light source deuterium lamp capable light halogen lamp capable light source radiation known optical immersion probe contain optical window flow gap light', 'gap light travel fiber come contact multiphase flow transmit light optical high sealed protection possible high flow optical window suitable type natural synthetic sapphire allow transmission light reflected light travel gap optical light reflected', 'reflected reflective prism mirror white tile similar reflecting capable reflecting light single path double path arrangement single path optical immersion probe prism reflective reflected light secondary optical fiber bundle receive reflected light', 'light optical fiber bundle bundle reduce darkening solarization effect designed radiation secondary optical fiber bundle reflected light spectrometer spectrometer connection spectral analysis b single path double path optical immersion probe', 'probe respectively single path optical immersion probe single light path flow gap reflected prism light optical window reflected optical immersion probe body collection optical fiber bundle single path optical immersion probe optical path length', 'length substantially equal length flow gap light flow length flow gap conversely double path optical immersion probe optical path length substantially equal twice length flow gap light flow flow gap time reflected reflective sent flow flow gap time', 'gap time flow gap desired separation previously accordance optical immersion probe single path double path b respectively collect optical attenuation data single path optical immersion probe flow path equal light path optical path equal physical', 'physical path length minimize optical attenuation scattering effect flow gap size optical immersion probe addition single path optical immersion probe better linearity spectral stray light available spectrometer operating range linear optical', 'optical density od equal optical immersion probe double path probe flow gap optical path length filled pure water measured od single path probe flow gap measure od single path optical immersion probe better measurement range optical deal absorption', 'scattering effects multiphase flow addition liquid fraction data linear raw spectroscopic sufficient ratio short time dynamic flow effects multiphase flow flow gap liquid fraction logarithmic nonlinear function optical absorption logarithm optical', 'optical underestimate desired logarithm optical underlying faster time data collection sampling rate scattering effects passing flow gap rapid data collection range entire water absorption peak entire oil absorption peak high near oil peak typically', 'typically accurate characterization absorption water oil magnitude absorption flow fully spectroscopy scattering better removed allow measurement type liquid substance water light oil absorption seen water gas condensate light oil better demonstrate', 'similar shift scattering attenuation substance composition additive rapid oil water absorption correct effects water gas condensate absorption peak occur combination light source intensity small dark noise optical window fouling similar scattering', 'effects mixture multiphase flow improve measurement optical immersion probe optical fiber reduce aging solarization darkening effect external location light source optical spectroscopic detection optical immersion probe allow light source easily', 'easily entire optical immersion probe light source detection direct contact high potentially high multiphase taking absorption optical attenuation scattering effect multiphase fluid flowing removed measurement scattering important factor removal', 'removal scattering effect usually predominant error flow flow multiphase large gas liquid dispersed liquid gas phase liquid density phases multiphase flow contribute scattering effect deviation reflected radiation produced light scattering effect', 'effect removed absorption water oil mixture scattering effect away water absorption peak oil absorption peak previously water absorption centered standard c absorption peak centered standard removal scattering effect measured total attenuation od', 'od measured od absorption water oil od scattering water oil water od water oil od oil od scattering water oil optical optical immersion probe measurement water water fraction path oil oil fraction path od measured measured total attenuation od', 'od absorption sum water oil od scattering scattering oil water od water od oil absorption spectra calibration water oil millimeter optical appropriate selection measurement range absorption gas phase multiphase flow negligible wide range make gas', 'make gas condensate water fraction measurement measurement robust working range multiphase flow operating optical immersion probe range mainly sensitive oil absorption range mainly sensitive water absorption high water oil absorption contrast', 'contrast separate better tolerance high scattering large especially important merit measuring high desired optical immersion probe allow detection water phase radiation detection similarly gas condensate light oil desired radiation detection band', 'band usage result scattering effect removed selection entire oil peak high absorption near oil peak integration range oil integration range light oil water gas substantially nonabsorptive selection entire water peak integration range water', 'water integration range gas substantially nonabsorptive weak dependence scattering attenuation selected derive water w oil water w oil w w appropriate spectra integration scattering removed factor expressed w od water od water od oil od oil w od', 'oil w od water od water od oil od oil od od od od calculate crosspath water oil water oil optical immersion probe subsequently water liquid ratio liquid calculated gas volume fraction water water oil addition flow gap path length probe flow', 'flow condition data collection probe increasing gap collected better assess scattering effect increasing gap flow path light decrease linearity measurement total attenuation scattering absorption gap spectrometer normally good linearity range od', 'range od good linearity range water near peak od od budget cover likely shift scattering attenuation similar linearity near oil absorption peak begin exceed linearity range measured total absorption scattering od kept linear range scattering od', 'od removed experimental able error absolute measured known placement optical immersion probe varied optical immersion probe gap near center pipe near inner wall pipe placement optical immersion probe flow gap near pipe center increasing gap size', 'gap size measurement measuring higher pipe center oil buildup pipe wall placement pipe center increase attenuation scattering effect liquid gas phase entering flow gap scattering attenuation experienced pipe center flow gap peak total flow dominated', 'dominated scattering true extracted calculate oil water gap representative pipe average probe near region pipe near inner wall pipe advantageous representative measurement true absorption effects selected liquid dominate flow scattering effect', 'effect placement optical immersion probe flow gap size largely impact determination predictability subsequently flow rate higher water oil multiphase flow inherently lower leading water oil fraction probe flow gap lower leading fraction exemplary', 'exemplary placement optical immersion probe variable gap greatly affect predictability oil water fraction highly combined scattering absorption effects exceed linearity range optical gap length unpredictable large flow path desirable high flow', 'high flow gaseous flow water vapor steam water steam quality detection important resolution optical liquid flow detection commonly great decreasing flow gap decrease measurement accuracy insufficient liquid pass gap calculated sufficiently', 'representative estimate pipe average alternative optical immersion probe position optical immersion probe light source optical fiber optics flow gap optical fiber optics spectral analysis previously placement optical immersion probe flow gap water', 'gap water oil fraction gap multiphase flow multiphase flow optical immersion probe positioned flow gap near wall alternatively near center flow pipe optical immersion probe positioned gap centrally pipe configuration measuring multiphase high gap', 'high gap separation length optical immersion probe varied dependent gaseous steam flow high gap length optical immersion probe measure diameter pipe lower measurement taking optical attenuation closer pipe wall liquid phase condensate water buildup', 'buildup wall b liquid phase buildup attenuation scattering gas liquid radiation flow gap primarily liquid mixture attenuation scattering primarily absorption primarily function relative water inhibitor liquid mixture alternative measuring horizontal', 'flow phases multiphase effectively gravity improve measured optical immersion probe centrifugal force swirl generation upstream constricted region multiphase flow gas liquid mixture liquid layer inner pipe gas core center pipe throat section reduced', 'reduced pipe upstream pipe section reduced multiphase flow induced swirl helical insert tangential flow entry upstream pipe vane shaped positioned induce centrifugal force multiphase flow additionally constricted pipe centrifugal acceleration higher', 'higher upstream pipe better separation gas core liquid liquid layer gas entrainment wall pipe liquid layer constricted liquid phase multiphase flow easily data collected liquid layer probe optical immersion probe situated pipe gas fluid mixture', 'mixture decreasing attenuation scattering technique optical immersion probe additional previously wet gas separation gas layer liquid layer additional added optical immersion probe body properly facing flow impact respective phase measured', 'measured previously centrifugal force applied multiphase flow causing flow separate axisymmetrical phase distribution phases flow effectively liquid phase layer inner pipe wall gas phase filling central region pipe attached measure dynamic impact', 'impact respective phase flow relative static measured separately probe pipe wall additional added optical immersion probe near center pipe p c measuring gas phase probe near wall pipe p w measuring liquid phase axial movement theses phases', 'phases measurement impact dynamic gas p g impact pipe center expressed p g p c p g u g similarly impact liquid p l measured near pipe wall p l p w p l u l impact derive gas flow velocity u g liquid flow velocity u l pipe gas liquid g l known', 'g l known measured independently densitometer gas liquid density tubing previously attached run length optical immersion probe away optical liquid optical probe flow gap cover entire thickness liquid layer gas core light beam optic fiber bundle', 'bundle optical window flow gap light beam attenuation flow reflected prism similar reflective optic fiber bundle spectral analysis previous oil water oil water flow gap determined finally flow respective phase derived gas liquid flow u g u l phase', 'u l phase oil water area pipe flow gas oil water respectively analytically q g u g l gas q u l oil oil q w u l water water gas water oil flow determined aid flow assurance avoid hydrate plugging corrosion additionally aid onset water formation', 'formation breakthrough pipe determined water flow rate optical immersion probe gather data phase measure pipe optical immersion probe extend large entire pipe port optical immersion probe contain port optical immersion probe traversed port identify', 'identify phase flow taking impact fluid density mixture impact fluid experienced gas phase near center pipe liquid phase near pipe wall gas liquid condensate water produced calculated measured spatial impact fluid time optical immersion probe', 'probe determine multiphase flow mixture light radiation optical optical immersion probe light outside optical immersion probe optical immersion probe optical fiber light source emit light time light time interval light sent optical fiber bundle', 'bundle optical window layer liquid layer gas flow gap light multiphase flow light dependent contents oil water gas alternatively optical immersion probe pipe gather liquid gas multiphase flow better optical immersion probe collect phase light', 'light reflected prism similar reflective received optical fiber bundle spectrometer outside optical immersion probe optical fiber bundle specifically transmission additionally single path radiation probe preferably double path radiation probe light', 'light optical bundle optical maximize transmittance respective type radiation bundle increase transmittance type radiation bundle withstand extreme experienced oil gas perform spectral analysis determine water oil ratio measured absorption', 'significant absorption scattering effects large exist water liquid phase hydrate deepwater prevent plugging additionally gas fraction determined dependent measured thickness liquid layer attenuation peak absorption spectra liquid phase multiphase', 'flow flow determine water oil gas flow natural gas inhibitor prevent corrosion concept measuring flow commonly pat b previously multiphase flow liquid layer essentially free gas greatly optical scattering attenuation reduced liquid gas core', 'gas core scattering attenuation allow better linear range measured optical attenuation data measurement range liquid layer thickness working range calculate ratio optical immersion probe allow interrogation entire liquid layer measure content', 'content interrogation liquid fraction l oil water oil oil fraction water water fraction equal water l disclosed optical immersion probe light source alternatively optical immersion probe light visible absorption spectra desired light radiation', 'radiation optical immersion probe optical immersion probe vary size diameter pipe diameter optical immersion probe fixed position pipe traversed vary measurement flow gap sensor position chord diameter pipe probe pipe probe permit water fraction oil', 'oil fraction pipe diameter determination water fraction oil fraction pipe subsea surface subsea surface production transportation pipeline bypass sampling line pipeline sampling line surface given implementation perform medium tangibly memory memory', 'memory processor external processor term memory type long term short term volatile nonvolatile storage medium type memory type media memory connection clearly limitation']	117	[27, 4, 4, 4, -1, 4, -1, 4, 4, 4, -1, -1, 4, 4, 4, 4, 18, 27, 4, 4, 4, 4, 4, -1, 27, 27, 27, -1, -1, -1, 27, 4, 4, 4, 4, 4, 4, 4, -1, 4, 4, 4, 4, 4, 4, 4, 27, -1, -1, 27, 27, 27, 27, 4, -1, -1, 4, 27, 4, -1, 4, 4, 4, 4, 4, 4, 4, -1, -1, 27, -1, 4, 4, -1, -1, -1, -1, 27, 27, -1, -1, -1, -1, -1, -1, 2, 18, -1, -1, -1, 4, -1, -1, -1, -1, -1, 27, -1, -1, -1, -1, 4, 18, -1, -1, -1, 4, 27, 4, 27, 1, -1, -1, 27, -1, -1, 14]	['light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile 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0.2599664628505707, -0.3517141044139862, 0.06590187549591064, -0.8495618104934692, 0.4109096825122833, 1.1023255586624146, 0.31310224533081055, -0.09263460338115692, -0.104921355843544, -0.10573559999465942, -0.4374110698699951, -0.3380340039730072, -0.4501021206378937, 0.18334552645683289, -0.9687530398368835, -0.15769988298416138, 0.3930594325065613, -0.11240550130605698, 0.20988325774669647, 0.1170593798160553, 0.4630252420902252, -0.5105264782905579, -0.5002418756484985]	[-0.6561975 -0.19206925 0.3741834 ... -0.21964462 -0.98249954 0.00964659]	['27_light_absorption_multiphase_water', '18_predominant_gas_type_condensate', '2_seismic_rock_data_modeling', '1_acid_aqueous_gravel_fluid', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '4_fiber_optical_optic_sensor']	response liquid surface processor readable water modeling sand information flow principal depth range sweet removable physics acid memory matrix composition spectrum magnetic string disk slurry block sensor aqueous data drilling storage random cable light petroleum probe pump gravel determined projecting drill acoustic phase control nonvolatile screen computer condensate digital multiphase geologic gas spectral domain ultraviolet better strain phases signal volatile polymer flowing model gel fiber known return bus learning loading cleavable gor tape semiconductor production equipment length seismic flash reservoir distributed absorption subterranean infrared radiation fluid matrices regression floppy measurement immersion receiver ram geological optic casing size sampling apparatus time amide surfactant exemplary medium inversion media rock type access chloride analysis viscosity pack function oil metal optical predominant formation	interferometer optic geological drilling chips mineral bottle cable pipe fiber bentonite cache petroleum compositional rock processor drill acoustic semiconductor calcium hydrocarbon computer spectroscopy crystallization silica seismic tubing chloride gaseous oleaginous borehole geophone viscosity geologic hydraulic gas physics electronic spectral acid memory infrared geophysical radiation oil fluid matrix optical thermoplastic magnetic cement hardware matrices shale sensor fluorescence multicore	geological ram drilling casing flowing polymer model cable sampling surfactant exemplary light fiber petroleum media gravel bus learning loading acoustic semiconductor readable water nonvolatile sand flow computer equipment condensate depth principal seismic chloride flash multiphase reservoir viscosity gas physics spectral acid memory domain subterranean infrared radiation oil better ultraviolet optical string strain composition metal magnetic matrices regression slurry predominant formation receiver	volatile optic aqueous data drilling storage random model cable time surfactant light medium fiber response petroleum media probe liquid gravel surface rock cleavable drill acoustic water modeling screen information type access length condensate principal seismic flash digital multiphase reservoir absorption geologic gas spectral acid memory radiation oil fluid matrix optical composition magnetic disk matrices slurry immersion sensor predominant formation	['Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Optical Immersion Probe for Multiphase Flow Measurement Using Light Absorption Range Analysis', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['flow pipe optical immersion probe multiphase flow gas phase liquid phase liquid phase water oil condensate multiphase flow separate gas liquid phases flow centrifugal force carrying ultraviolet infrared radiation light optical ultraviolet infrared', 'water mix light oil liquid phase mixture multiphase produced higher flow rate mixed multiphase flow spectrum range water highly absorbing absorption absorption peak gaseous phases substantially transparent addition light source optical immersion', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'bundle optical window layer liquid layer gas flow gap light multiphase flow light dependent contents oil water gas alternatively optical immersion probe pipe gather liquid gas multiphase flow better optical immersion probe collect phase light', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US20150368549A1'	'Delayed water-swelling materials and method of use'	['C09K8/805', 'C09K8/035', 'C09K8/516', 'C09K8/68', 'C09K2208/18', 'E21B33/138']	['Coated proppants', 'Organic additives', 'Compositions for plastering borehole walls, i.e. compositions for temporary consolidation of borehole walls characterised by their form or by the form of their components, e.g. encapsulated material', 'Compositions based on water or polar solvents containing organic compounds', 'Bridging agents, i.e. particles for temporarily filling the pores of a formation; Graded salts', 'Plastering the borehole wall; Injecting into the formation']	2015-08-31T13:00:00Z	['Dean M. Willberg', 'Marina Nikolaevna Bulova', 'Sergey Sokolov', 'Kseniya Nosova', 'Simon Gareth James']	['Schlumberger Technology Corp']	['water absorbing composition particle core coating substantially core temporarily contact water coating formed layer water degradable absorbent layer quantity formed optionally size treating formation slurry formed carrier fluid slurry formation', 'formation facilitate water absorbing composition particle core coating substantially surrounding core temporarily contact water coating formed layer water degradable absorbent layer composition clay composition clay selected group bentonite smectite', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'weighting selected group barite hematite ilmenite manganese manganosite iron lead aluminum composition core inner core outer layer water absorbent formed composition surface delay swelling composition capable absorbing weight water treating', 'treating formation quantity formed size forming slurry carrier fluid slurry formation particle size size mean particle size times greater smaller coarse particle size fine particle size medium particle size gravity greater gravity carrier fluid clay', 'clay clay selected group bentonite smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane contain weighting weighting selected group barite hematite ilmenite manganese manganosite iron lead aluminum', 'aluminum formed inner core layer water absorbent formed slurry subsequent introduction pad fluid carrier fluid slurry gravity greater gravity pad fluid slurry buoyancy slurry pad fluid buoyancy polymer hollow ceramic porous foaming carrier fluid pad', 'fluid pad fluid carrier fluid immiscible pad fluid carrier fluid miscible pad fluid carrier fluid drilling mud completion brine treating formation quantity formed forming slurry carrier fluid slurry subsequent introduction pad fluid carrier fluid', 'fluid slurry gravity greater gravity pad fluid slurry buoyancy slurry pad fluid buoyancy polymer hollow ceramic porous foaming carrier fluid pad fluid size mean particle size times greater smaller coarse particle size fine particle size medium', 'medium particle size clay clay selected group bentonite smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane contain weighting weighting selected group barite hematite ilmenite manganese', 'manganese manganosite iron lead aluminum formed inner core layer water absorbent formed carrier fluid immiscible pad fluid carrier fluid miscible pad fluid treating formation quantity core core coating substantially surrounding core temporarily', 'contact water coating formed layer water degradable layer absorbent forming slurry carrier fluid slurry formation provided slurry positioned formation capable absorbing weight water particle size size mean particle size times greater smaller coarse', 'coarse particle size fine particle size medium particle size gravity greater gravity carrier fluid clay clay selected group bentonite smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane contain', 'contain weighting weighting selected group barite hematite ilmenite manganese manganosite iron lead aluminum formed inner core layer water absorbent formed carrier fluid drilling mud completion brine treating subterranean formation immediately', 'surrounding penetrating formation reduce lost fluid circulation drilling quantity formed forming slurry carrier fluid slurry sufficient formation carrier fluid drilling mud completion brine carrier fluid nonaqueous fluid emulsion aqueous metal salt', 'salt solution absorption water size mean particle size times greater smaller coarse particle size fine particle size medium particle size clay clay selected group bentonite smectite nontronite perlite vermiculite selected group acrylate acrylic acid', 'acid amide vinyl alcohol urethane formed inner core layer water absorbent formed drilling fluid drilling introduction slurry cement introduction slurry fluid introduction slurry formation quantity forming slurry carrier fluid slurry formation fluid', 'fluid formation prior subsequent slurry carrier fluid slurry gravity greater gravity fluid slurry buoyancy slurry fluid buoyancy polymer hollow ceramic porous foaming carrier fluid immiscible fluid carrier fluid miscible fluid background', 'subterranean oil gas formation insufficient stress contain hydraulic zone lead inefficient potentially bare rock vertical growth hydrocarbon bearing formation result hydraulic little stress contrast formation problem insufficient stress stimulation', 'water undesirable gas containment undesirable accomplished past artificial barrier prevent growth zone known growth limit undesirable growth main drawback difficulty proper barrier placement prior unreliable drilling undesirable adjacent bore', 'bore resulting lost circulation drilling fluid eventually highly permeable fluid lost drilling fluid mud consequently transmission tip propagation shale low permeability little fluid loss formation particularly high high density drilling need water', 'water absorbing composition particle core coating substantially surrounding core temporarily contact water coating formed layer water degradable absorbent layer clay clay selected bentonite smectite nontronite perlite vermiculite selected acrylate', 'acrylate acrylic acid amide vinyl alcohol urethane water degradable solid polymer acid precursor acid coating core weighting selected barite hematite ilmenite manganese manganosite iron lead aluminum core inner core outer layer water absorbent', 'absorbent formed surface delay swelling capable absorbing weight water treating formation quantity formed size forming slurry carrier fluid slurry formation particle size size mean particle size times greater smaller coarse particle size fine', 'size fine particle size medium particle size surface delay swelling gravity greater gravity carrier fluid clay clay selected bentonite smectite nontronite perlite vermiculite selected acrylate acrylic acid amide vinyl alcohol urethane formed core', 'core coating water degradable water degradable solid polymer acid precursor acid contain weighting selected barite hematite ilmenite manganese manganosite iron lead aluminum formed inner core layer water absorbent formed formed polymer surface', 'surface reduce penetration water polymer coated layer water degradable layer absorbing slurry subsequent introduction pad fluid carrier fluid slurry gravity greater gravity pad fluid slurry buoyancy slurry pad fluid buoyancy polymer hollow ceramic', 'ceramic porous foaming carrier fluid pad fluid carrier fluid immiscible pad fluid carrier fluid miscible pad fluid carrier fluid drilling mud completion brine treating formation quantity formed forming slurry carrier fluid slurry subsequent', 'introduction pad fluid carrier fluid slurry gravity greater gravity pad fluid slurry buoyancy slurry pad fluid buoyancy polymer hollow ceramic porous foaming carrier fluid pad fluid size mean particle size times greater smaller coarse particle size', 'size fine particle size medium particle size clay clay selected bentonite smectite nontronite perlite vermiculite selected acrylate acrylic acid amide vinyl alcohol urethane formed core coating water degradable water degradable solid polymer acid', 'acid precursor acid contain weighting weighting selected barite hematite ilmenite manganese manganosite iron lead aluminum formed inner core layer water absorbent formed formed polymer surface reduce penetration water polymer coated layer water', 'water degradable layer absorbing carrier fluid immiscible pad fluid carrier fluid miscible pad fluid treating formation quantity core core coating substantially surrounding core temporarily contact water coating formed layer water degradable layer', 'layer absorbent forming slurry carrier fluid slurry formation provided slurry positioned formation capable absorbing weight water particle size size mean particle size times greater smaller coarse particle size fine particle size medium particle', 'particle size surface delay swelling gravity greater gravity carrier fluid clay clay selected bentonite smectite nontronite perlite vermiculite selected acrylate acrylic acid amide vinyl alcohol urethane formed core coating water degradable water', 'water degradable solid polymer acid precursor acid contain weighting weighting selected barite hematite ilmenite manganese manganosite iron lead aluminum formed inner core layer water absorbent formed formed polymer surface reduce penetration water', 'water slurry subsequent introduction pad fluid carrier fluid slurry gravity greater gravity pad fluid slurry buoyancy slurry pad fluid buoyancy polymer hollow ceramic porous foaming carrier fluid pad fluid carrier fluid immiscible pad fluid carrier', 'carrier fluid miscible pad fluid carrier fluid drilling mud completion brine treating subterranean formation immediately surrounding penetrating formation reduce lost fluid circulation drilling quantity formed forming slurry carrier fluid slurry', 'slurry sufficient formation carrier fluid drilling mud completion brine carrier fluid nonaqueous fluid emulsion aqueous metal salt solution absorption water size mean particle size times greater smaller coarse particle size fine particle size medium', 'medium particle size clay clay selected bentonite smectite nontronite perlite vermiculite selected acrylate acrylic acid amide vinyl alcohol urethane formed core coating water degradable water degradable solid polymer acid precursor acid formed', 'formed inner core layer water absorbent formed formed polymer surface reduce penetration water drilling fluid drilling introduction slurry cement introduction slurry fluid introduction slurry formation quantity forming slurry carrier fluid slurry', 'slurry formation fluid formation prior subsequent slurry carrier fluid slurry gravity greater gravity fluid slurry buoyancy slurry fluid buoyancy polymer hollow ceramic porous foaming carrier fluid immiscible fluid carrier fluid miscible fluid brief', 'brief complete conjunction graph showing sand mixture time plot permeability mixture time constant fluid flow rate plot permeability bentonite composite mixture time constant fluid flow rate prepared core surrounded coating temporarily contact water', 'water capable absorbing weight water capable absorbing times weight water particularly times weight water particularly times weight water specification concentration range suitable concentration range end considered stated numerical value read term', 'read term expressly read stated context range read possible continuum range expressed data explicitly range data range appreciate understand data range considered possession entire range range formed water soluble internally polymer network extent', 'extent longer water soluble tendency swell absorb water pat publication incorporated entirety nonlimiting acrylate acrylic acid amide vinyl alcohol cellulose urethane unswollen particle size natural nonlimiting clay bentonite smectite nontronite', 'perlite vermiculite unswollen particle size typically composite core combined weighting adjust gravity weighting barite hematite ilmenite manganese available commercially manganosite iron lead aluminum bentonite particularly combination weighting', 'weighting weighting weight composite particle weighting binder thermoplastic polystyrene polyethylene binder thermosetting polyester carbamide binder binder coating adhere core inner core outer layer coated mechanical strength swelling capacity', 'capacity ceramic glass sand bauxite inorganic aluminum oxide zirconium oxide silicon dioxide bauxite coated prepared solution emulsion solvent evaporate heating evaporate typical drying c c organic saturated unsaturated coating thickness varied', 'varied coating time concentration coating smaller size sizes greater coated dry binder solution wet milled typically micron powder sticks particle surface dry covered powder coating applied bed coating swelling particle core composite particle', 'particle weighting provided coating temporarily prevent contact water aqueous subjected thereto coating formed water degradable eventually presence water expression water degradable similar expression meant encompass characteristic decompose', 'decompose dissolution depolymerization breaking apart chemical exposure water selected barrier layer term coating meant distinguished water degradable water coating mechanically broken removed degradable primarily oil allow contact water mineral', 'mineral oxide silica aluminum degrade primarily response water degradable solid polymer acid solid organic hydrolyze depolymerize known controllable time monomeric organic solid polymer acid typically room suitable solid solid cyclic dimer lactic', 'lactic acid known lactide melting point c c depending optical activity polymer lactic acid acid polymer glycolic acid hydroxyacetic acid known acid solid cyclic dimer glycolic acid known glycolide melting point c suitable solid glycolic acid hydroxy', 'hydroxy pat incorporated entirety essentially linear degree polymerization linear acid vary cyclic cyclic general degree polymerization cyclic smaller linear solid polymer acid block contain weight acid meant pure acid pure acid pure acid pure acid', 'pure acid refer block solid polymer acid acid acid resulting ring opening polymerization epsilon esterification hydroxyl acid solid polymer acid common common contain hydroxyl yield appropriate appropriate reaction alcohol carboxylic acid group', 'group general structure x oh r r r r h linear alkyl n branched alkyl aryl functional alkyl group bearing carboxylic acid amino hydroxyl thiol x integer integer z integer solid cyclic lactic acid dimer lactide lactic acid molecular crystallinity', 'generic trade available typically crystalline melt c c obtainable available weight average molecular higher weight average molecular available acid known lactic acid glycolic acid extent crystallinity ratio distribution lactide glycolide', 'glycolide additionally chirality lactic acid crystallinity polymer porous hydrolysis molecular weight crystallinity ratio crystalline amorphous physical size shape solid case optical dissolve slowly water hydrolyze naturally crystalline synthetic', 'synthetic amorphous amorphous susceptible hydrolysis crystalline lower molecular weight crystallinity greater ratio result faster hydrolysis hydrolysis accelerated increasing acid base hydrolysis coat particle core solid polymer acid precursor', 'precursor physically organic solvent suitable physically dissolving solid polymer acid suitable acetone toluene dibasic light petroleum ethanol acetonitrile particle core solution solid polymer acid precursor solvent evaporate coating solid polymer', 'polymer acid precursor formed particle core thickness coating varied coating agent concentration immersion solution coating applied bed coating thickness varied exposure time concentration additionally solid polymer acid precursor coating applied', 'applied technique accomplished protective layer previously applied coating prevent dissolution recurring immersion particle solution solid polymer acid precursor protective oil viscous solvent dissolve coating slowly glycerin organic phthalic acid', 'acid protect previously applied coating treat protective immersion coating particle previously carried times desired thickness coating degree delay swelling provided coating determined simple water simulate sufficient coating desired degree delay', 'delay swelling core absorbing coating removed mechanically broken suitable natural gum gum locust bean gum starch cellulose casein gelatin soy protein gluten synthetic polyvinyl alcohol polyvinyl pyrrolidone styrene absorbent polyvinyl alcohol', 'alcohol polyvinyl pyrrolidone polyvinylidene chloride suitable pat incorporated protective broken breakage coating formed mobility polymer surface accomplished surface polymer agent known metal particularly transition metal polymer surface granule', 'granule accomplished particle alcohol solution transition metal complex zirconium titanium surface water penetration body particle provided surface nonaqueous carrier fluid carried oil phase oil water emulsion emulsion additionally aqueous metal', 'metal salt alkali sodium chloride known delay swelling delaying swelling surface coated coating water degradable coated water degradable nonaqueous oil phase oil water emulsion combination sizes dependent subterranean oil gas combination inert', 'inert nonmalleable ceramic glass sand bauxite inorganic aluminum oxide zirconium oxide silicon dioxide bauxite combination size size reduce formation permeability pat plugging incorporated entirety size combination known region filled regularly', 'regularly equal size volume tenth size smaller tend reside resulting volume finally tenth size final volume sized particle size particle size distribution mean particle size times greater smaller sizes coarse particle size medium particle size fine', 'size fine particle size sizes instead coarse medium medium fine coarse fine coarse medium fine given contiguous actual sizes contiguous coarse approximately medium diameter actual sizes respectively additionally size particle sizes coarse medium', 'medium fine particle sizes mixture total weight coarse total weight medium total weight fine suitable generally accurate normal situation perfect uniform size perfectly combination total weight added separately particle size unswollen range', 'range efficient mechanical release smaller tend pack interstitial large layer broken drilling layer smaller swelling hydraulic subterranean oil gas combination treat upper lower insufficient stress result vertical growth adjacent water undesirable', 'gas bearing create mechanically sound able isolate upper lower eventually sealing pore impermeable artificial barrier create artificial prevent growth undesirable added fluid hydraulic mixture beginning pad immediately pad prior main added carrier', 'carrier fluid slurry density higher lower carrier fluid aqueous carrier fluid carrier fluid fluid allow particulate transported fluid employed pad fluid suitable carrier water oil water water guar guar gel borate organometallic water surfactant oil', 'oil nitrogen gas slick water water small polymer surfactant primarily friction reducer primarily drilling carrier fluid gum gum bentonite aqueous nonaqueous carrier fluid phosphate depending desired area placement carrier fluid varied carrier fluid', 'fluid miscible immiscible pad fluid carrier fluid substantially density pad treating fluid density carrier fluid gravity greater pad fluid treating fluid upper lower carrier higher pad fluid tend finger slump carried pad fluid gravity driven', 'driven convection fluid flow slurry carrier fluid addition desired lower carrier fluid fingering pad density weighing previously similarly carrier lower pad fluid lower light oil carrier lower provided inclusion lightweight carrier fluid lightweight', 'ceramic hollow porous foaming polymer commercially available difference carrier fluid buoyant pad fluid rise upper carrier fluid lower viscosity sufficient safe placement mixture added formed carbon facilitate carrier fluid negligible effect pack', 'pack permeability concentration nature assist particle suspension permeable barrier lower upper boundary size upper lower mixture right pad carrier mixture separate higher gravity carrier fluid mixture prior lower gravity mixture composite contain', 'contain weighting radial flow induced early mixture upward downward bridged lower upper dense mechanically stable place aqueous carrier fluid water water eventually swell permeability rendering additional isolation swelling preliminary swelling', 'swelling placement particle mixture formation formation artificial bridging formed pad fluid formation bridging nonproducing alternatively continue loading conventional manner particle require main design job normal manner size drilling drilling mud', 'mud completion treating formation immediately surrounding previously high permeable sandstone fluid loss formed drilling typically narrower formed hydraulic drilling mud eventually dehydrate blocked mud tip growth shale low permeable fluid lost', 'lost drilling fluid propagate drilling shale low permeability effect combination sizes drilling calcium carbonate sand size particulate carbon graphite available commercially mi angular resilient carbon pat available commercially energy drilling', 'drilling particle sizes tend smaller drilling particle sizes ranging particularly particle mixture added drilling mud pill adjacent open absorb water mud eventually drilling mud blocked stress cage mud weight window drilling high permeability reduce', 'reduce growth high permeability formation deliberately drilling particle slurry sufficient intentionally formation immediately surrounding open increase hoop strength mud weight control formation formation pore later drilling zone allow drilling', 'drilling proceed running casing additionally facilitate subsequent particle prior drilling formed removed mechanically desirable coated encounter drilling prematurely break remove coating previously water swelling pill carried nonaqueous carrier', 'carrier highly saline aqueous fluid swelling serve illustrate influence water swelling permeability sand pack polymer particle size ability absorb times weight water available incorporated coated coating coating applied approximately coated particle', 'particle coating applied immersion particle solution coating combination mesh sand coated total weight mixture permeability measured conductivity apparatus c cell approximately psi brine solution flow conductivity apparatus load press hydraulic', 'hydraulic conductivity cell flow path apparatus capable maximum closure stress psi maximum f c conductivity cell electrically contact sides cell measure drop length digital caliper measure gap width chromatography pump brine cell conductivity drew', 'drew brine gallon l reservoir brine nitrogen prevent introduction metal pack brine conductivity cell reservoir simulator silica saturation permeability sand pack determined room sand pack weight measured approximately table table time test', 'time test permeability width temp test c sand mesh sand mesh average permeability flow average permeability sand pack approximately times sand pack average permeability approximately permeability modest decrease average permeability sand pack', 'sand pack composition mesh sand plus tested approximately c approximately psi constant flow rate brine table seen permeability approximately table time flow rate temp width viscosity conductivity permeability c bentonite bentonite combined weighting', 'weighting agent barite hematite bentonite composite prepared dry mixture bentonite barite hematite solution polyethylene heptane c added stirring dense mixture formed mixture syringe cylindrical dried cylindrical diameter length cylindrical coated', 'coated coating applied approximately composite particle coating applied immersion particle solution mixture mesh sand coated bentonite tested inch conductivity apparatus psi confining sleeve soft tube length inner diameter inch soft sleeve steel', 'steel tube inner diameter inch outer diameter inch chromatographic pump create confining stress pure water inside steel tube maximum confining stress tube psi pump create flow brine end measured differential drop maximum drop gauge range psi', 'range psi distance room coated bentonite total weight particle mixture brine ca flow rate permeability composite pack measured room provided generally constant permeability approximately sleeve holder disconnected approximately c accelerate coating', 'coating removal heat fold decrease permeability table table permeability time sand coated bentonite composite susceptible appropriate broadly manner consistent']	97	[1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, -1, -1, 1, 1, 1, -1, -1, -1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, -1, -1, 1, 1, 1, 1, -1, -1, 1, 1, 1, 1, 1, 1, 36, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, 1, 1, 1, 1, 1, -1, 1, -1]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen 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size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand 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granular depth prepared chloride nonmetallic filter reservoir viscosity pack adjustment circulation freeze lost acid subterranean cake composition fluid metal string barrier emulsion slurry zone block formation	drilling mineral bentonite dispersed dried rock drill broken calcium hydrocarbon silica crystallization stop seismic tubing chloride borehole viscosity geologic hydraulic freeze lost acid dissolution subterranean decompose oil fluid cement stopped	drilling polymer casing model surfactant gel agent gravel learning sand filtration flow equipment granular depth chloride reservoir viscosity circulation freeze lost acid subterranean cake composition metal string slurry formation	aqueous data drilling model time surfactant gel gravel surface cleavable drill water screen information filtration nonmetallic reservoir circulation acid cake composition fluid barrier emulsion slurry zone formation	['Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Nonmetallic Composition for Filtration and Barrier Formation in Subterranean Fluid Flow Circulation Zone']	['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone forming barrier fluid flow lost circulation zone lost circulation subterranean lost circulation zone fluid composition nonmetallic adjustment agent', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone water flow lost circulation zone forming filter cake lost circulation zone interface water lost circulation zone', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'lost circulation zone composition exposed water react water gel blocking lost circulation zone relate lost circulation subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone']
'US20190169985A1'	'Simultaneous distributed measurements on optical fiber'	['E21B47/135', 'E21B47/123', 'E21B47/00', 'E21B47/06', 'E21B47/12', 'G01D5/35361', 'G01D5/35387', 'G01H9/004', 'G01K11/32', 'G01V1/226', 'G01D5/35316', 'G01V2210/1234', 'G01V2210/1429']	['Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency using light waves, e.g. infrared or ultraviolet waves', 'No data available', 'Survey of boreholes or wells', 'Measuring temperature or pressure', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling', 'Sensor working in reflection using backscattering to detect the measured quantity using elastic backscattering to detect the measured quantity, e.g. using Rayleigh backscattering', 'Mechanical means for transferring the output of a sensing member; Means for converting the output of a sensing member to another variable where the form or nature of the sensing member does not constrain the means for converting; Transducers not specially adapted for a specific variable characterised by optical transfer means, i.e. using infrared, visible, or ultraviolet light with attenuation or whole or partial obturation of beams of light the beams of light being detected by photocells influencing the transmission properties of an optical fibre using multiple sensor devices using multiplexing techniques using wavelength division multiplexing', 'Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means using fibre optic sensors', 'Measuring temperature based upon physical or chemical changes not covered by groups G01K3/00', 'G01K5/00', 'G01K7/00 or G01K9/00 using changes in transmittance, scattering or luminescence in optical fibres', 'Optoseismic systems', 'Mechanical means for transferring the output of a sensing member; Means for converting the output of a sensing member to another variable where the form or nature of the sensing member does not constrain the means for converting; Transducers not specially adapted for a specific variable characterised by optical transfer means, i.e. using infrared, visible, or ultraviolet light with attenuation or whole or partial obturation of beams of light the beams of light being detected by photocells influencing the transmission properties of an optical fibre using an interferometer arrangement using multiple waves interferometer using a Bragg gratings', 'Hydrocarbon reservoir, e.g. spontaneous or induced fracturing', 'Subsurface, e.g. in borehole or below weathering layer or mud line']	2017-07-25T13:00:00Z	['Paul Frederick Cilgrim Dickenson', 'Gareth Lees', 'Jakub Szypicyn', 'Peter Wait', 'Colin Allan Wilson']	['Schlumberger Technology Corp']	['technique distributed optical fiber desired measuring path disclosed distributed measuring combined fiber light response combined provided respective distributed measuring instrument manner distributed measuring path measured simultaneously fiber', 'fiber distributed measurement distributed optical fiber desired measurement path measuring instrument generate probe signal launch optical fiber acquire measurement data light distributed optical fiber response probe signal measuring instrument', 'generate probe signal launch optical fiber acquire measurement data light distributed optical fiber response probe signal adapter measuring end optical fiber adapter combine probe simultaneous launch end fiber separate light response combined light', 'light measuring instrument separate light measuring instrument distributed measurement measuring instrument distributed instrument measure desired measurement path distributed measurement measuring instrument distributed vibration instrument measure', 'measure vibration strain desired measurement path distributed measurement adapter division separate light distributed measurement adapter separates light higher threshold lower threshold distributed measurement distributed optical fiber fiber', 'fiber measuring adapter fiber distributed measurement end distributed optical fiber measuring instrument measuring instrument measurement data light received end distributed optical fiber distributed measurement measuring instrument measurement data', 'data end distributed optical fiber correct measurement data received adapter distributed measurement distributed optical fiber discrete disposed length measuring instrument measurement data discrete measuring instrument measurement data continuously', 'length distributed optical fiber distributed measurement discrete fiber distributed measurement desired measurement path penetrating hydrocarbon reservoir simultaneous distributed optical fiber desired measurement path distributed optical fiber', 'fiber desired measurement path distributed measurement parameter distributed optical fiber simultaneously distributed measurement parameter distributed optical fiber parameter parameter parameter parameter vibration strain generating probe signal', 'signal optical fiber generating probe signal optical fiber combining probe combined probe optical fiber separating light response combined probe distributed measurement data parameter distributed measurement data parameter separating light filtering', 'filtering light correcting distributed measurement data combining probe separating light distributed measurement penetrating hydrocarbon reservoir distributed optical fiber adapter combine probe launch simultaneously optical fiber separate light', 'light distributed optical fiber response combined probe data acquisition acquire measurement data measurement data measurement data parameter incident length distributed optical fiber measurement data parameter incident length distributed optical', 'optical fiber parameter parameter data acquisition distributed measuring instrument parameter vibration strain data acquisition distributed vibration measuring instrument related priority provisional ser incorporated entirety background hydrocarbon', 'oil natural gas subterranean geologic formation reservoir drilling formation completion control enhance efficiency reservoir information prove valuable reliably information difficult manner information distributed fiber optic distributed distributed', 'vibration acoustic fiber optic employ fact environmental effects strain vibration alter amplitude phase frequency spectral content polarization light optical fiber fiber optic light weight small size passive nature energy efficiency ruggedness', 'addition fiber optic potential high sensitivity wide classes distributed length optical fiber appropriate interrogation employed monitor selected environmental multiple time hydrocarbon fiber optic sensor production fluid composition density', 'density viscosity flow rate drilling production remedial information derived brief denote illustrate meant limit current schematic view simultaneous distributed optical fiber schematic illustration schematic illustration schematic illustration', 'adapter graph filter response adapter flow diagram technique simultaneous distributed optical fiber schematic illustration discrete directed distributed measurement fiber desired measurement path measuring generate probe launch fiber acquire', 'acquire measurement data light response probe adapter measuring end fiber adapter probe simultaneous launch fiber separates light response combined probe measuring instrument measuring instrument disclosed directed simultaneous distributed optical', 'optical fiber desired measurement path distributed measurement parameter acquired simultaneously distributed parameter parameter disclosed directed distributed measurement fiber adapter combine probe launch simultaneously fiber separate light', 'light response data acquisition measurement data data parameter data parameter parameter possible specification connect connection connected connection mean direct connection connection term mean couple coupling mean directly upper lower upwardly', 'upwardly downwardly upstream downstream relative given point clearly directed optical detect environmental fiber optical suitable environment electrical cable pipeline leak detection intrusion detection fluid flow fluid density viscosity flow rate', 'flow rate composition fractional composition general detect fluid flow monitor ambient vibration acoustic noise flow region vibration acoustic noise logged function location valuable information control enhance production perform remedial assess', 'assess integrity casing fiber optic optical fiber distributed response acoustic monitor ambient flow noise region valuable information fiber optic optical fiber monitor environmental region general fiber optic particularly distributed employ optical', 'optical source laser generate optical energy launch optical fiber region travel length optical fiber small fiber reflect generating fiber subjected region vibration acoustic region strain fiber change consequently light light fiber spontaneous', 'scattering scattering scattering response probe fiber interrogation possible determine strain vibration experienced fiber measured derive information region type fiber optic distributed vibration alternatively distributed acoustic das convenience', 'das generally efficiently gather data pipeline security vertical seismic monitor fluid flow subterranean type fiber optic distributed derive profile information region detect fluid flow pipeline stress multiple distributed known known obtain', 'obtain distributed single fiber generally type measurement consequently multiple obtain simultaneous increasing cost reducing compatibility fiber deployment cable contain directed distributed simultaneously single fiber turning schematic', 'schematic representation subterranean formation formed drilling borehole surface subterranean formation casing place cable distributed fiber optic sensor measure sensor wellhead far end depth borehole cased structure uncased open hole gravel', 'gravel horizontal multilateral deep sea terrestrial surface injection production incorporate fiber optic sensor permanently removably remedial fiber optic sensor generally protective casing conduit control line fiber optic sensor surface', 'surface interrogation acquisition acquire data optical fiber suitable technique end distributed measuring instrument instrument distributed measuring instrument instrument interrogate acquire data optical fiber optical source coherent laser generate', 'generate optical probe signal launch fiber circulator optical detect light fiber response optical signal arrangement adapter fiber simultaneous schematic adapter fiber fiber optic adapter schematically fiber connected adapter respective output fiber', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'fiber section end fiber connected directly instrument instrument launch probe end fiber detect light response end fiber type fiber fiber distributed applied adapter simultaneous distributed adapter simultaneously measure distributed distributed', 'strain distributed vibration distributed acoustic fiber applied adapter simultaneous distributed adapter simultaneously measure vibration fiber strain fiber directed enable simultaneous distributed fiber simultaneous turning adapter schematically', 'adapter division combine interrogation fiber multiple distributed measuring light fiber response combined split appropriate measuring instrument filter received light shorter fiber longer fiber appropriate received appropriate measuring instrument', 'filter response input fiber split high frequency line provided fiber section low frequency line provided fiber section adapter transform interrogation native fiber type fiber native type fiber transform interrogation fiber section fiber likewise', 'likewise transform light received fiber fiber section illustration fiber section fiber section single mode fiber couple common single mode fiber couple adapter introduce affect quality fiber fiber add optical reflection optical loss received', 'received reducing signal reducing effective range consequently correct fiber remove effect adapter correction applied data acquired calibration information prior testing adapter make appropriate correction information correction applied', 'applied automatically acquisition data light received correction measurement technique multiple interrogation fiber available surface instrument instrument interrogation fiber fiber loss correction derived double ended pulse configuration adapter', 'adapter actively correct adapter optical fiber monitor amplitude phase unwanted signal superimposed removed signal far fiber distributed continuously length fiber distributed instrument distributed measurement instrument point discrete disposed', 'disposed length fiber discrete fiber obtain distributed point acquire natural glass fiber fiber formed fiber addition generate pulse detect light fiber optic cable response measuring memory acquired data apply correction acquired data compensate', 'adapter data acquired corrected remote location flow diagram technique simultaneous distributed block fiber fiber desired measurement path block measuring instrument instrument measuring instrument instrument fiber adapter adapter block generate', 'generate launch fiber block adapter combined signal fiber block adapter light fiber response combined separates light filtering appropriate block acquire measurement data respective received data acquired parameter data acquired block correction', 'applied measurement data correct effects adapter flow sequence correction block applied adapter provided employed conjunction intelligent completion disposed earth formation intelligent completion disposed cased uncased open hole intelligent', 'completion limitation casing tubing control electric fiber optic hydraulic mechanical sell chemical flow control flow control hole safety inductive electric wet hydraulic wet wireless telemetry power generating disposed communicate surface surface', 'surface turn communicate surface remote disclosed benefit appreciate cover fall true spirit']	47	[4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, -1, 4, 4, -1, 4, 4, 4, -1, 4, -1, 4, 4, 4, 4, 22, -1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 22, 4, 4, 4, 4, 4, -1, 6, 16]	['fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[1.0641352421119935e-306, 8.705007737957377e-308, 1.3409921392788839e-306, 8.491013103707053e-307, 1.0, 4.3411487755927054e-308, 1.236192214985392e-307, 1.950423690392715e-307, 1.2618714503127175e-307, 7.592619802749162e-308, 1.2574898266991357e-307, 5.084299826843255e-308, 4.524054331945818e-308, 1.1048428121066166e-307, 7.216455075161366e-308, 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0.64025867 ... -0.19019614 -0.3321929 -0.2271482 ]	['16_spirit_person_appreciate_depart', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drilling_information_formation', '4_fiber_optical_optic_sensor', '6_network_wireless_interface_display']	frequency ascertain response surface dispersion information flow rev depth code card switch local mobile display spirit meaning string cement foregoing network block sensor telephone interface discontinuity data drilling amplitude cable comply light appreciate probe pump drill acoustic control depart equivalent quickly applicant abstract multiphase limit spectral ultraviolet strain circuit communication understand stated signal interpret model graphics fiber learning production input area equipment arrival length ratio reservoir distributed threshold attenuation disclosed infrared radiation fluid measurement immersion output receiver optic value casing annulus printer time exemplary wired access cellular preceding panel evaluation satellite realize person wireless reader optical calculating formation	discontinuity interferometer optic intention drilling wirelessly cable practical comply fiber exemplify algorithm error wired rock dispersion determined drill acoustic accelerometer remedial router cell login foregoing computer reduced cellular seismic tubing designing inventive borehole geophone teaching geologic hydraulic mobile reflector wireless communicating radiation oil reducing optical thermoplastic cement calculating removing sensor	drilling casing annulus amplitude model cable printer graphics exemplary comply fiber learning dispersion interface acoustic depart flow equipment arrival rev quickly applicant depth abstract ratio reservoir switch card preceding evaluation local mobile satellite spectral disclosed spirit infrared wireless radiation reader ultraviolet string optical strain cement foregoing telephone formation receiver	discontinuity frequency optic data drilling casing interpret amplitude model cable time printer light fiber appreciate response probe surface dispersion drill depart information area equivalent foregoing arrival length abstract ratio reservoir switch card local attenuation mobile display spectral spirit wireless person radiation reader fluid meaning optical network sensor signal formation interface	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable']
'US20160096988A1'	'Methods for Servicing Subterranean Wells'	['C09K8/36', 'C09K8/12', 'C09K8/5083', 'C09K8/512', 'E21B21/003', 'C09K2208/08', 'C09K2208/30']	['Water-in-oil emulsions', 'Clay-free compositions containing synthetic organic macromolecular compounds or their precursors', 'Compositions based on water or polar solvents containing organic compounds macromolecular compounds obtained by reactions only involving carbon-to-carbon unsaturated bonds', 'Compositions based on water or polar solvents containing organic compounds macromolecular compounds containing cross-linking agents', 'Means for stopping loss of drilling fluid', 'Fiber-containing well treatment fluids', 'Viscoelastic surfactants [VES]']	2015-11-10T14:00:00Z	['Brent Busby', 'Philip F. Sullivan', 'Quanxin Guo', 'Lijun Lin']	['Schlumberger Technology Corp']	['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone forming barrier fluid flow lost circulation zone lost circulation subterranean lost circulation zone fluid composition nonmetallic adjustment agent', 'agent place freeze drying composition composition lost circulation zone v composition water lost circulation zone thickening freeze dried composition blocking lost circulation zone nonmetallic nonmetallic combination weight average molecular weight', 'weight greater equal equal million nonmetallic weight average molecular weight greater equal equal million degree hydrolysis higher equal lower equal molecular weight million fluid higher equal lower equal fluid adjacent inside lost circulation zone', 'zone fluid water base oil base emulsion emulsion cross related continuation ser ser ser priority benefit provisional incorporated entirety background section merely background information related constitute prior lost circulation subterranean fluid', 'fluid fluid enter formation escape seal egress fluid construction subterranean drilling involve exert hydrostatic subterranean rock induce condition known lost circulation lost circulation total loss drilling cement highly permeable cavernous', 'cavernous naturally induced lost circulation confused fluid loss filtration liquid phase drilling fluid cement slurry formation leaving solid lost circulation expensive problem drilling loss vary gradual lowering mud level complete loss lost', 'loss lost circulation pose safety hazard leading environmental lost circulation severely compromise quality cement job reducing annular coverage leaving casing exposed corrosive failing adequate zonal isolation lost circulation problem potentially', 'causing formation damage lost loss classified principal bridging bridging known sizes granular lamellar fibrous generally chosen size subterranean formation known fluid formation congregate barrier fluid flow generally composed hydraulic cement', 'cement slurry polymer solution subterranean formation seal fluid flow generally contact zone viscous plug precipitate zone overview choosing appropriate solution given situation g b h g j g cement formation nelson e edition seal rock stopping fluid', 'fluid flow formation rock relate lost circulation subterranean fluid composition prepared nonmetallic adjustment agent composition lost circulation zone composition exposed water react water gel blocking lost circulation zone relate lost circulation', 'subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone water flow lost circulation zone forming filter cake lost circulation zone interface water lost circulation zone', 'zone concentration filter cake converting filter cake barrier lost circulation zone brief behavior aqueous solution behavior aqueous solution acquired fluid aqueous solution complex aqueous solution filter cake filtration outset noted development', 'actual achieve compliance related business related vary implementation development effort complex time consuming routine undertaking benefit addition composition numerical value read term expressly read context concentration range suitable', 'suitable concentration range end considered stated range read possible continuum data range data range explicitly refer applicant data range considered applicant possessed knowledge entire range range provided aid understand term treating', 'treating subterranean operation fluid conjunction desired function desired term treating imply action fluid term polymer interchangeably refer likewise copolymer refer polymer optionally polymer monomer monomer polymer monomer derivative monomer', 'monomer ease phrase respective monomer shorthand term fluid pumpable fluid subterranean drilling cement spacer chemical completion recognize pumpable lower shear rate term gel solid semisolid jellylike composition ranging soft weak hard tough term', 'term gel substantially dilute flow weight liquid solid network liquid fluid gel structure hardness contribute stickiness dispersion liquid solid solid phase liquid discontinuous phase gel considered elastic modulus g viscous modulus g measured', 'measured oscillatory shear rheometer frequency c measurement known minimal introduction rheology h j f k term pure copolymer near zero acrylate polymer copolymer mixture acrylate formed hydrolysis acrylic acid nonmetallic nonmetallic instead organic', 'organic weight average molecular weight higher equal lower equal million million degree hydrolysis equal equal equal nonmetallic polymer pendent lactam cyclic amide functionality grafted combination carbon lactam functional group pendent polymer', 'polymer backbone lactam decyl lactam undecyl lactam lauryl lactam alkyl alkylene substituent carbon vinyl allyl nonmetallic combination weight average molecular weight higher equal equal million higher equal equal million fluid gel applicant', 'applicant determined disclosed utility context treating lost circulation subterranean applied deliver lost circulation zone minimize stop fluid flow lost circulation zone fluid prepared nonmetallic fluid initial fluid agent base acid buffer', 'buffer combination alkali metal magnesium oxide sodium carbonate sulfuric acid organic acid carbon dioxide combination agent added sufficient quantity raise fluid level higher equal lower equal fluid drilling fluid pill cement slurry displacement', 'fluid fluid fluid emulsion emulsion fluid lost circulation zone barrier fluid flow lost circulation zone rate reaction proceeds nonmetallic separate commingle lost circulation zone forming barrier technique prepare gel advance freeze dry gel gel', 'gel gel incorporated fluid lost circulation zone point formation water lost circulation zone hydrate gel forming barrier control rate gel particle size gel technique added drilling fluid lost circulation zone encounter formation water commence', 'commence forming barrier technique solid nonmetallic adjustment added fluid suspended nonmetallic adjustment encounter formation water lost circulation zone hydration commence barrier technique gel formation partition nonmetallic adjustment phases', 'phases emulsion fluid fluid emulsion emulsion adjustment aqueous phase dispersed oil phase appreciate arrangement effective long phase applicant reaction barrier formation technique design emulsion unstable contact formation water lost circulation', 'zone technique design emulsion unstable exposure shear provided emulsion drill bit emulsion commingle reaction barrier formation technique encapsulate incorporate fluid capsule coating degraded inside lost circulation zone exposure heat formation', 'formation water chemical environment known coating degraded exposure shear ultrasonic vibration irradiation microwave irradiation electromechanical stimuli known technique gel formation prepare fluid water nonmetallic adjustment agent occur low', 'occur low fluid lost circulation zone filtration water formation leaving polymer nonmetallic accumulate interface lost circulation zone concentration exceed resulting filter cake condition allow initiation forming barrier escape lost circulation', 'zone filtration initiation fluid accumulate zone resulting fiber mat act filtration medium efficiency barrier formation lost circulation fluid granular lamellar fibrous granular plastic limestone expanded perlite cottonseed particle size granular', 'granular concentration granular vary vary lamellar cellophane polyester mica flake size vary vary concentration lamellar vary vary need necessarily square profile fibrous sawdust prairie hay tree bark wood glass carbon nylon acid polyethylene fiber', 'fiber length vary fiber concentration vary vary linear curved pumpable range lower shear rate recognize lost circulation applicant necessarily relate lost circulation subterranean fluid composition prepared nonmetallic adjustment agent composition', 'lost circulation zone composition exposed water react water gel blocking lost circulation zone relate lost circulation subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone', 'zone water flow lost circulation zone forming filter cake lost circulation zone interface water lost circulation zone concentration filter cake converting filter cake barrier lost circulation zone recognize fluid nonlimiting gel acid acid oil outer', 'oil outer phase fluid n foam additionally carrier fluid brine brine selected group cationic anionic zwitterionic amphoteric combination capable forming structure aqueous environment contribute viscosity fluid normally prepared appropriate suitable', 'suitable achieve desired viscosity viscosity dimensional structure formed concentration fluid significantly critical concentration presence electrolyte surfactant aggregate species interact network viscous elastic behavior zwitterionic surfactant', 'family exemplary cationic amine quaternary ammonium exemplary amphoteric surfactant amine zwitterionic amphoteric suitable mixture butanol ethylene glycol ether sodium chloride water betaine oxide suitable anionic alkyl fluid optionally additional', 'fluid loss control gas migration control corrosion scale clay control friction placement incorporate variety known coiled tubing casing convey fluid fluid lost circulation zone dump bailer placement incorporate fluid ahead disclosed technique help', 'help prevent fluid flowing deeply permeable confine fluid region serve better illustrate employ pam molecular weight million available specialty molecular weight available sodium hydroxide solid sodium hydroxide blended mud mud source formulation', 'mud g g g sodium hydroxide suspension water added water dissolve sodium hydroxide resulting gelation ambient gel overnight days gel elastic entire container spatula aqueous gel prepared composition sufficient sodium hydroxide raise gel freeze dried', 'dried days freeze water ambient swelling slow suspension overnight disconnected gel tested c f swelling rate significant homogeneous gel aqueous gel formulation prepared composition added water overhead stirrer stirring rate sufficient generate', 'generate moderate vortex water added stirring continued minimum hour fully hydrated gel solution solution sodium hydroxide solution dropwise owing low concentration gelation filtration simulate fluid gelation triggered loss water formation gel', 'gel solution prepared native sodium hydroxide diameter ceramic disk pore size covered n special filter paper filtration medium solution cell cell psi nitrogen gas fluid cell minute weight electronic balance fluid filtration medium constant rate', 'rate suggesting filter cake formed resist flow flow rate plateau suggesting filter cake formed sufficient significantly slow rate solution filtration medium end test cell fluid cell disk filter paper visually indication gel formed filter paper fluid', 'fluid easily gel filter paper repeated time test available concentration tested water gel composition gel composition case fluid cell pore size ceramic disk filtration medium gel filtration min absence water filtration medium minute little ability', 'ability control filtration filtration control filtration essentially stopped inspection filter cake revealed elastic barrier gel filtration measured measurement apparatus rheometer initial gel versus constant shear rate prepared rheometer fitted c', 'fitted c cup bob geometry complex collected filter paper initial gel rheometer oscillatory mode parallel plate geometry filter cake significantly higher applicant wish theory consistent increase polymer concentration filter cake resulting filtration', 'test preceding information disclosed occur reading specification']	48	[36, 36, 1, 36, -1, -1, -1, -1, -1, 36, 36, 36, 30, 16, 1, -1, 1, 1, 1, 1, 36, 1, 36, 36, -1, 36, -1, 1, 36, 36, -1, 36, 36, 36, -1, 1, 1, -1, 1, 1, 1, 1, 1, -1, 1, 36, -1, 16]	['lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'lost circulation zone nonmetallic filtration cake gel emulsion barrier water composition filter prepared agent adjustment forming subterranean freeze fluid granular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[2.0245768854633652e-306, 4.078632259468854e-307, 1.0570729840038494e-306, 8.391525422390634e-307, 1.9282948673122335e-307, 6.82130637045852e-308, 7.262535277808746e-308, 3.2960596701722605e-307, 8.754326525157881e-308, 1.4259410883378892e-307, 1.2087645359394057e-307, 8.768167176624718e-308, 5.634950342391618e-308, 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-0.31643397 0.20455551 ... 0.2910095 -0.11561579 -0.5443263 ]	['16_spirit_person_appreciate_depart', '36_lost_circulation_zone_nonmetallic', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation']	ascertain initiation surface improvement water sand filtration information flow granular task depth nonmetallic repetition acid spirit cake meaning composition clarity string slurry foregoing zone block identical direct aqueous data drilling forming comply agent appreciate necessarily relationship pump gravel drill control depart screen equivalent dictate quickly applicant prepared abstract limit lost barrier emulsion understand stated polymer interpret model gel simplicity return learning cleavable production equipment reservoir freeze disclosed subterranean diagram fluid casing size apparatus time feature amide surfactant stage optional contact chloride view filter preceding viscosity pack similar adjustment realize circulation person reader metal repeat formation	intention drilling mineral practical comply simplicity bentonite dispersed exemplify dried rock determined drill improvement broken calcium hydrocarbon straightforward crystallization silica stop seismic tubing completion designing chloride inventive routine borehole viscosity similar geologic hydraulic teaching identical freeze lost dissolution acid subterranean decompose communicating oil fluid routinely clarity cement simplify foregoing stopped	direct drilling polymer casing model feature surfactant gel stage agent comply optional relationship initiation gravel learning improvement depart sand filtration flow equipment granular quickly applicant depth chloride abstract reservoir repetition preceding viscosity freeze circulation lost acid disclosed subterranean diagram spirit cake composition metal string reader slurry foregoing identical formation	direct aqueous data drilling interpret model time feature surfactant gel optional appreciate gravel surface cleavable drill improvement water depart screen filtration information contact equivalent nonmetallic abstract view reservoir similar circulation acid spirit person cake barrier composition fluid clarity reader meaning emulsion repeat slurry foregoing zone identical formation	['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Nonmetallic Composition for Filtration and Barrier Formation in Subterranean Fluid Flow Circulation Zone', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone forming barrier fluid flow lost circulation zone lost circulation subterranean lost circulation zone fluid composition nonmetallic adjustment agent', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone water flow lost circulation zone forming filter cake lost circulation zone interface water lost circulation zone', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'lost circulation zone composition exposed water react water gel blocking lost circulation zone relate lost circulation subterranean fluid prepared water nonmetallic adjustment agent composition lost circulation zone filtration lost circulation zone']
'US20220213374A1'	'High density brine with low crystallization temperature'	['C09K8/04', 'C09K8/05', 'C09K8/5045', 'C09K8/032', 'C09K8/426', 'C09K8/516', 'C09K8/572', 'E21B21/003', 'E21B33/13', 'C09K2208/10']	['Aqueous well-drilling compositions', 'Aqueous well-drilling compositions containing inorganic compounds only, e.g. mixtures of clay and salt', 'Compositions based on water or polar solvents containing inorganic compounds', 'Inorganic additives', 'Compositions for cementing, e.g. for cementing casings into boreholes; Compositions for plugging, e.g. for killing wells for plugging', 'Compositions for plastering borehole walls, i.e. compositions for temporary consolidation of borehole walls characterised by their form or by the form of their components, e.g. encapsulated material', 'Compositions based on water or polar solvents containing inorganic compounds', 'Means for stopping loss of drilling fluid', 'Methods or devices for cementing, for plugging holes, crevices, or the like', 'Nanoparticle-containing well treatment fluids']	2021-10-14T13:00:00Z	['Steven Young', 'Hui Joyce Zhang', 'Xia Wei']	['Schlumberger Technology Corp']	['fluid aqueous base fluid silica suspended aqueous base fluid fluid effect decreasing crystallization f aqueous base fluid silica fluid aqueous base fluid silica suspended aqueous base fluid fluid effect decreasing crystallization f aqueous base fluid', 'fluid silica fluid selected group colloidal silica precipitated silica fluid silica coated fluid silica uncoated fluid fluid scatter light fluid dimension micron fluid fluid fluid aqueous base fluid halide brine formate brine fluid halide brine', 'brine selected group alkali metal alkaline earth metal halide fluid fluid density range fluid fluid drilling fluid agent salt mineral fluid fluid fluid loss pill agent salt mineral fluid fluid gravel carrier fluid optionally agent fluid', 'fluid crystallization true crystallization crystallization related division ser priority contents incorporated background drilling typically variety drill pipe drill bit subsequently flow upward surface circulation drilling fluid act remove drill', 'drill hole surface suspend weighting circulation interrupted control subsurface maintain integrity section cased isolate formation sufficient hydrostatic prevent ingress formation cool lubricate drill string bit maximize penetration rate drilling', 'drilling prepared completion mud drilling completion fluid liner gravel screened completion broadly refer fluid drilling fluid type drilling fluid designed drill complete reservoir section open hole formation desirable protect formation damage fluid', 'fluid loss impede future production contain solid drill bridging prevent lost circulation barite weighting control formation completion drilling filter cake fluid loss pill stabilize subsequent completion placement gravel pack additionally', 'completion fluid loss suspected fluid loss pill natural bridging spotted reduce prevent fluid loss injection completion fluid loss pill position immediately formation fluid loss suspected injection stopped fluid loss pill fluid loss location', 'location directed fluid aqueous base fluid silica suspended aqueous base fluid fluid effect decreasing crystallization f aqueous base fluid silica directed fluid fluid aqueous base fluid silica suspended aqueous base fluid fluid effect decreasing', 'crystallization f aqueous base fluid silica completion operation fluid generally disclosed relate lowering crystallization completion specifically disclosed relate formed aqueous base fluid suspended aqueous base fluid aqueous base fluid effective', 'effective effect decreasing crystallization aqueous base fluid aqueous base fluid silica size sufficient quantity suspended aqueous base fluid preparation exhibit low true crystallization crystallization brine incorporate dispersed suspended base', 'base fluid dimension micron act brine crystallization reducing f aqueous base fluid decrease crystallization f aqueous base fluid fluid total weight fluid lower limit upper limit lower limit upper limit small size damage plug formation production', 'interval completion stable meet desired rheology filtration completion completion fluid loss reservoir drill gravel term completion fluid operation complete completion brine high density fluid substantially free completion fluid base added', 'added completion gravel fluid loss drilling completion brine conventionally free fluid small size incorporated presence improvement lowering crystallization fluid addition reducing crystallization base fluid noted formulation exhibit minimally', 'minimally interact base fluid fluid b stable dispersion c settle utility silica suspended dispersed aqueous base fluid coated uncoated term coated chemical physical modification applied surface improving dispersibility modify physical chemical noted', 'noted addition fluid result high density fluid silica utility colloidal silica pure silica colloidal silica range lower limit upper limit lower limit upper limit solution available commercially mass pure water mixed small sodium ranging sodium bond', 'bond silica matrix diffuse degree silica product stable range silica provided solution precipitated silica formed neutralization sodium silicate formation solid concentrated solution solid depending manufacture closer neutral stable high hardness', 'hardness aqueous base fluid generally water fluid phase aqueous base fluid phase fluid selected fresh water sea water water brine water soluble organic aqueous medium brine brine water inorganic salt organic salt salt serve density balance formation', 'formation reduce effect water fluid completion fluid disclosed brine aqueous salt concentration sea water aqueous salt concentration greater sea water sodium calcium aluminum magnesium potassium strontium lithium incorporated brine natural organic', 'organic inorganic utility halide sodium potassium formate halide selected group alkali metal alkaline earth metal fluid zinc free environmental benefit cesium free cost benefit halide calcium chloride calcium bromide sodium bromide sodium chloride', 'chloride potassium chloride potassium bromide added salt density typically range depending characteristic fluid density fluid brine contain base fluid crystallization brine parameter considered known low cold deep problem brine crystallization', 'crystallization brine precipitation change density brine fluid column result deteriorate ability fluid maintain control crystallization lead crystallized plugging subterranean brine formulate density ranging true crystallization crystallization high', 'high deep water crystallization brine commonly measured accordance standardized test j characterize crystallization profile brine j apparatus alternately cool heat brine fluid measuring crystallization testing slowly continuously visible start', 'start crystal appear cooling minimum inflection point plot versus time minimum inflection point generally result effect reaching cooling constant exothermic brine crystallization proceeds heat brine crystallization maximum maximum inflection point', 'point immediately true crystallization actual true crystallization brine silica reduce brine f base drilling completion fluid loss gravel known involve fluid earthen formation operation fluid aqueous fluid completion operation fluid fluid aqueous', 'aqueous base fluid silica suspended aqueous base fluid fluid prepared colloidal silica brine ranging formation premix fluid lower limit upper limit lower limit upper limit premix fluid fluid desired density instead heating premix fluid mixed dry', 'mixed dry formation fluid desired density dry preparation brine fluid loss fluid loss formation experienced completion operation fluid loss pill prepared high density base brine selected salt mineral rendering salt substantially insoluble base brine', 'brine fluid fluid loss pill fluid agent added formulation concentration functionally determined suitable organic inorganic polymeric species polymer especially suitable polymer substituted guar weight composed mannose galactose guar guar guar guar', 'guar guar synthetic boron titanium zirconium aluminum increase effective molecular weight polymer make better viscosity increasing especially suitable classes effective polyvinyl hydrolysis polyvinyl cellulose ammonium alkali metal alkaline earth', 'earth typical water soluble acrylic acrylic polyvinyl alcohol fermentation sugar ammonium alkali metal disclosed cellulose addition linear polymer boron guar substituted boric acid sodium tetraborate borate control sodium hydroxide magnesium oxide', 'oxide sodium sesquicarbonate sodium carbonate delay sorbitol sodium suitable zirconium polymer zirconium sodium zirconium lactate bicarbonate suitable nonlimiting hydroxyacetic acid prevent fluid loss solid bridging bridging insoluble sparingly', 'sparingly soluble slowly soluble fluid bridging shape hardness malleable round nonspherical bridging organic inorganic insoluble physical crystalline amorphous powder paste fluid loss subsequently incorporated filter cake dehydration fluid loss pill', 'loss pill differential applied porous medium bridging solid inorganic bridging calcium barium bridging solid average size determined known range average size bridging solid greater equal greater equal greater equal range average size bridging solid', 'solid equal equal equal bridging solid fluid loss pill total weight fluid loss pill range concentration bridging solid greater equal greater equal greater equal range concentration bridging solid equal equal equal illustrate preparation limit', 'limit expressly prepared aqueous base silica exhibit stability performance high density low fluid respectively prepared colloidal silica brine prepared weighed respectively colloidal silica approximately series evaluate basic evaluation density', 'density measured densitometer hydrometer measured accordance standardized test j measured similar psi solution f f exhibit lower brine silica fluid increase brine density lowering brine crystallization table property density gal gal gal gal true', 'gal true crystalline f f f f psi f f f viscosity f viscosity f viscosity f fully assess rheology resulting measured viscometer spring rheology table additional data provided finding high density low crystallization significantly lower type brine', 'brine equivalent density silica table brine type density silica k psi f f f f f f f f f f f f f f f f f k psi f f f f f f aqueous base fluid halide formate brine silica silica reduce crystallization fluid formulation good stability low', 'low crystallization low corrosive effects iron steel carbon steel ferrous typically come contact addition disclosed low potential formation damage emulsion crude precipitate formation reduced environmental replace zinc offshore land drilling', 'drilling completion activity preceding disclosed functionally equivalent']	40	[1, 3, 1, 0, -1, -1, -1, -1, 1, 1, 1, -1, -1, 1, 1, 1, -1, 1, 1, 1, 1, 15, 1, 1, -1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 16]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed 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0.92202836 ... 0.47822452 0.50892556 -0.7995933 ]	['16_spirit_person_appreciate_depart', '15_degradable_valve_tubular_position', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	degradable ascertain curve port surface sleeve water sand information flow depth user drive formed acid selected spirit meaning composition string observation slurry foregoing block aqueous data drilling comply operable appreciate pump gravel drill torque control parameter depart screen equivalent quickly decision applicant abstract body degrading tubular piston limit spectral valve intermediate understand stated degrade polymer interpret positioned model eccentric gel return test learning rotary cleavable degraded production equipment opening reservoir score disclosed module fluid inner casing annulus size bit sampling time fitting apparatus amide surfactant conditioner controller unlabeled speed chloride mud view preceding viscosity pack realize position person reader metal outlet formation	choke intention data drilling mineral sampling pipe practical comply bentonite exemplify pump rock bleed determined drill calcium prediction hydrocarbon silica crystallization seismic tubing designing chloride inventive analysis slide comparator degrading spectrometry viscosity borehole teaching hydraulic geologic piston spectral valve acid cavity injection communicating matrix oil fluid cement dehydration dissolving foregoing projection degradation	data polymer drilling casing annulus sampling model eccentric surfactant conditioner comply operable test pump port gravel learning rotary controller torque degraded unlabeled parameter sand screen depart flow equipment quickly applicant depth chloride abstract mud opening reservoir degrading preceding viscosity tubular score spectral valve acid disclosed spirit reader composition metal fluid string intermediate slurry foregoing formation	aqueous degradable data drilling degrade interpret model time eccentric curve surfactant conditioner operable appreciate test pump gravel surface cleavable drill production water unlabeled depart screen information equivalent speed abstract body reservoir degrading tubular spectral valve acid position spirit module person reader composition fluid string meaning outlet intermediate slurry foregoing formation	['Degradable Fluid Flow Control Valve System in Tubular Housing', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'control fluid flow interior inner tubular valve operational position degradable valve positioned annulus housing inner tubular degrading degradable valve response degradable degrading release valve body blocking fluid flow valve proportion fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'flow housing annulus screen fluid flow opening intermediate tubular fluid flow axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position valve intermediate tubular disclosed degradable fluid degradable degrade', 'valve intermediate tubular opening formed body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response degradable degrading proportion fluid flow', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid']
'US20160146661A1'	'Fiber Optic Distributed Vibration Sensing With Wavenumber Sensitivity Correction'	['G01V8/16', 'G01V1/18', 'G01H9/004', 'G01D5/35361', 'G01H5/00', 'G01V1/16', 'G01V1/184', 'G01V1/226', 'G01V1/52']	['Detecting, e.g. by using light barriers using one transmitter and one receiver using optical fibres', 'Receiving elements, e.g. seismometer, geophone or torque detectors, for localised single point measurements', 'Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means using fibre optic sensors', 'Sensor working in reflection using backscattering to detect the measured quantity using elastic backscattering to detect the measured quantity, e.g. using Rayleigh backscattering', 'Measuring propagation velocity of ultrasonic, sonic or infrasonic waves, e.g. of pressure waves', 'Receiving elements for seismic signals; Arrangements or adaptations of receiving elements', 'Multi-component geophones', 'Optoseismic systems', 'Structural details']	2014-06-13T13:00:00Z	['Bence Papp', 'James Martin', 'Daniela Donno', 'Arthur Hartog']	['Schlumberger Technology Corp']	['apparatus correcting sensitivity distributed fiber optic sensor disclosed distributed fiber optic sensor region measure characteristic incident acoustic composite response distributed sensor determined optical sensor composite response indicative', 'characteristic incident acoustic composite response response sensitivity response sensitivity sensitivity selected overlap apparatus distributed fiber optic sensor distributed response acoustic incident length interrogation data acquisition obtain', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'phase differentiation interval applied optical response phase differentiation interval applied optical differentiation selected response sensitivity response sensitivity sensitivity data combine determine composite response distributed fiber optic', 'optic sensor acoustic apparatus interrogation data acquisition data optical data response differentiation interval data response differentiation interval data differentiation interval distance interval distributed fiber optic sensor differentiation', 'interval distance interval distributed fiber distance interval apparatus interrogation data acquisition interferometer interferometer detect phase optical interferometer path imbalance differentiation interval interferometer path imbalance', 'imbalance differentiation interval response data acquired interferometer response data acquired interferometer apparatus optical source pair optical time delay pair optical time delay time delay differentiation interval time delay differentiation', 'interval apparatus differentiation interval selected sensitivity response notch response apparatus differentiation selected response notch response response notch response apparatus differentiation interval selected response sensitive low acoustic', 'acoustic differentiation interval selected response sensitive high acoustic apparatus distributed fiber optic sensor length fiber length length fiber length length response length fiber response length fiber apparatus distributed fiber optic sensor', 'sensor distributed fiber optic sensor region measure characteristic incident acoustic optical distributed fiber optic sensor composite response distributed fiber optic sensor indicative characteristic incident acoustic composite response response', 'response sensitivity response sensitivity sensitivity selected overlap distributed fiber optic sensor optical fiber effective length optical fiber effective length response provided effective length response provided effective length response phase', 'phase determined differentiation interval applied data optical distributed fiber optic sensor response phase determined differentiation interval applied data sizes differentiation interval differentiation interval combined nonzero response response', 'response mutually filled response filter phase differential optical length distributed fiber optic sensor response filter phase optical length distributed fiber optic sensor filter coincide filter filter coincide filter optical distributed fiber', 'fiber optic sensor optical distributed fiber optic sensor response data optical composite response data optical time delay optical obtain response response sensitivity response sensitivity response nonzero overlap sensitivity response sensitivity', 'response nonzero mutually filled distributed fiber optic sensor region distributed fiber optic sensor seismic surveying data distributed fiber optic sensor distributed response acoustic incident length response response notch generating inverse', 'inverse filter response inverse response inverse filter data generate composite response notch filled inverse filter transforming data inverse filter data generate composite response distributed fiber optic sensor region optical distributed fiber', 'fiber optic sensor distributed fiber optic sensor response data distributed fiber optic sensor region related priority provisional ser incorporated entirety background fiber optic employ fact environmental effects strain vibration alter amplitude', 'amplitude phase frequency spectral content polarization light optical fiber fiber optic light weight small size passive nature energy efficiency ruggedness addition fiber optic potential high sensitivity wide classes distributed length optical fiber', 'fiber appropriate interrogation employed monitor selected environmental multiple time fiber optic subterranean seismic surveying general subterranean surveying determine content subterranean structure formation underneath land surface water surface', 'surface marine subterranean surveying body water water surface land subterranean surveying land surface seismic subterranean surveying seismic generate seismic subterranean structure seismic reflected subterranean subterranean structure reflected', 'reflected seismic data collected seismic determine subterranean structure type survey vertical seismic seismic source surface seismic alternatively seismic source sensor surface case technique seismic surveying fiber optic monitor strain region', 'region hydrocarbon fiber optic sensor production fluid composition density viscosity flow rate drilling production remedial information derived brief denote illustrate meant limit current schematic representation acoustic optical fiber sensor', 'sensor exemplary measurement acoustic array exemplary measurement acoustic array exemplary measurement acoustic distributed fiber optic vibration sensor exemplary measurement acoustic distributed fiber optic vibration sensor exemplary fiber pattern', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'optic sensor fiber spatially distributed orthogonal schematic illustration fiber pattern distributed fiber optic vibration sensor schematic illustration fiber optic sensor exemplary fiber schematic illustration fiber optic sensor exemplary fiber', 'fiber pattern schematic illustration exemplary fiber optic pattern schematic illustration fiber optic sensor exemplary fiber pattern schematic end view fiber optic sensor schematic illustration exemplary fiber optic sensor schematic end view fiber', 'fiber optic sensor schematic illustration fiber optic sensor schematic illustration exemplary mandrel laminate structure schematic illustration exemplary mandrel asymmetric compliance axes plot response exemplary fiber optic sensor schematic', 'schematic illustration exemplary fiber optic sensor plot response exemplary composite fiber optic sensor response helically wound fiber optic sensor acoustic plot response exemplary composite fiber optic sensor b plot response exemplary composite', 'composite fiber optic sensor plot response exemplary distributed fiber optic sensor b plot response exemplary distributed fiber optic sensor exemplary flow diagram technique filling distributed fiber optic sensor schematic illustration exemplary', 'exemplary fiber optic torsion sensor schematic illustration exemplary fiber optic sensor marine streamer block diagram exemplary distributed fiber optic vibration block diagram exemplary distributed fiber optic vibration possible specification', 'connect connection connected connection mean direct connection connection term mean couple coupling mean directly upper lower upwardly downwardly upstream downstream relative given point clearly seismic surveying generally generating seismic seismic', 'seismic source seismic propagate subterranean formation reflected subterranean reflected seismic data collected seismic determine subterranean structure fiber optic surveying optical fiber distributed response acoustic monitor propagation seismic', 'seismic subterranean region reservoir generally extended time fluid flow fluid density viscosity flow rate composition fractional composition general detect fluid flow monitor ambient vibration acoustic noise flow region vibration acoustic noise', 'noise logged function location valuable information control enhance production perform remedial assess integrity casing fiber optic optical fiber distributed response acoustic monitor ambient flow noise region general fiber optic particularly', 'distributed employ optical source laser generate optical energy launch optical fiber region travel length optical fiber small fiber reflect generating fiber subjected strain vibration acoustic region change consequently light light fiber response', 'response possible determine dynamic strain vibration experienced fiber measured strain vibration derive information type fiber optic distributed vibration alternatively distributed acoustic das convenience das generally efficiently gather seismic', 'seismic data pipeline security vertical seismic monitor fluid flow subterranean little known sensor actually measurement conventional measuring acoustic array absent knowledge real physical subsurface reservoir difficult particularly seismic logging', 'logging able legacy advantage physics develop distributed vibration data measurement correspond directional velocity vibration field closely resemble legacy polarity insensitivity sensor sensor straight fiber velocity acoustic fiber response sensor', 'sensor closely response array discrete spaced length fiber sensor response sensor significant manner direction propagation acoustic reversed velocity signal fiber sensor polarity geophone polarity reversal geophone direction propagation acoustic', 'acoustic distributed optical fiber sensor hand sensitive direction fiber sensor fiber expansion contraction response incident expansion contraction matter degree degree shot incident acoustic signal consequently response distributed optical fiber', 'fiber sensor insensitive direction arrival acoustic unlike optical fiber sensor distinguish borehole marine acquisition environment amplitude offset amplitude angle analyses fiber optic sensor knowledge optical fiber sensor respond directional', 'information response distributed fiber optic sensor combined spatial gradient determined fiber axis direction directional information result seismic energy fiber energy opposite direction directional interpretation data spatial let consider acoustic', 'acoustic geophone optical fiber opposite exemplary response geophone sensor response respective left response response right response seismic opposite polarity response distributed optical fiber sensor optical fiber disclosed interrogation', 'acquisition launch optical energy optical fiber sensor receive light optical fiber response interrogation energy response distributed optical fiber sensor interrogation acquisition represent response consecutive measurement distributed optical fiber', 'fiber left represent response distributed optical fiber right contrast optical fiber sensor polarity arrival times respectively spatial gradient difference specifically trace difference trace difference trace difference trace difference finally', 'finally degree phase shift spatial gradient respectively result polarity trace directional information fiber sensor determined spatial gradient compute polarity mask applied fiber data interpretation data polarity mask provided sensor fiber', 'fiber accelerometer combination distributed fiber sensor case polarity mask calculated mask mask measurement sensor applied fiber data directional data interpretation marine borehole polarity mask moving distinguished nonlinear fiber pattern optical', 'optical spatially distributed region straight line spatial distribution optical fiber sensor arrangement straight line optical fiber sensor coiled curved variety spatial alter sensitivity optical fiber incident velocity acoustic characteristic fiber', 'fiber optic sensor implement high fidelity distinguish orthogonal incident acoustic achieve vector measurement closely traditional velocity acceleration exemplary fiber optic sensor spatial arrangement serpentine pattern horizontal plane fiber', 'fiber length direction azimuth direction fiber length direction azimuth crossline direction known interrogation acquisition heterodyne distributed vibration response serpentine pattern approximately equivalent x geophone array crossline geophone', 'geophone array array length direction substantially length serpentine pattern fiber optic sensor line direction interrogation known distributed acoustic acquired response pattern relationship sum vector length optical fiber direction pattern concept', 'concept applied general derive calculating separating orthogonal acoustic incident fiber optic sensor spatial pattern directional sensitivity spatial pattern optical fiber sum vector length fiber direction fiber orthogonal orthogonal desired', 'desired appropriately solve resulting vectorial simultaneous similarly orthogonal desired spatial pattern separately separate interrogation separate signal acquisition equipment pattern fiber orientation interrogation end fiber orientation', 'interrogation opposing end fiber pattern splicing fiber end fiber manner single fiber fiber spatially distributed orthogonal arrangement schematically multicomponent sensor optical fiber length straight line length fiber length serpentine pattern', 'pattern distributed plane plane length fiber length serpentine pattern orthogonal plane plane fiber optically end interrogation acquisition distributed vibration fiber end interrogation acquisition multicomponent sensor built physical sensor fiber', 'fiber mounted mandrel structure length straight line length mandrel length length mounted mandrel serpentine pattern distributed plane length length mounted mandrel serpentine pattern distributed plane spatial pattern known distributed fiber optic', 'optic data acquisition illustrate manner spatial distribution optical fiber sensor distinguish orthogonal acoustic incident optical fiber sensor fiber sensor distributed shape circle optical fiber circle horizontal plane consequently cumulative', 'vector length fiber x direction direction circle horizontal plane fiber length distributed vertical z direction circular fiber distribution arrangement response velocity crossline distributed arrangement extended circular fiber spatially orthogonal', 'circular fiber sensor sensitive vector complete sensor arrangement sensitive respectively circular sensor combined determine x z acoustic velocity separately z x sensitivity fiber optic combining multiple fiber pattern sensitivity sensor circular', 'circular pattern laying multiple fiber multiple radii employed broaden sensitivity sensor frequency contents fiber effective fiber frequency response distributed optical fiber regardless radii ratio vector length fiber orthogonal circle circular', 'circular sensor length ratio x length ratio sensor provided known instead fiber oval shape oval sensor ratio x twice sensitive x direction direction fiber employed manner length known manner selected best appropriate exemplary orthogonal response', 'response frequency response sensor frequency overall measurement spatial fiber variety planar fiber planar arrangement circular oval serpentine spiral distributed plane employed loss sensitivity vibration normal incidence axis fiber vibration', 'vibration crossline direction combining multiple x z vibration signal independently serpentine spiral additional benefit circular pattern greater fiber distributed area dimensional plane measured resulting increase sensitivity dynamic range sensor', 'sensor overall pattern sensor confined substantial fiber distributed pattern ratio vector length fiber direction selected ratio provided known pattern dimensioned small relation incident acoustic energy pattern dimensioned quarter minimum acoustic', 'acoustic energy response response discrete point pattern selected measurement acoustic patterned land borehole marine permanently measurement acoustic pattern pattern range selected best measuring acoustic exemplary fiber orthogonal contemplate', 'fiber nonparallel orthogonal spatially distributed nonparallel tetrahedron volume nonparallel data nonparallel fiber orthogonal output data derived input data separate velocity incident determined relative orthogonal axes volume directional', 'sensitivity planar extended pattern fiber distributed volume consider helically wound spiral distributed length tubular cylindrical structure mandrel cable tube lay angle pitch helix designed effective vector length fiber distributed length sensor', 'sensor sensor equally sensitive x z effective length ratio helically wound spiral sensor combined straight fiber sensitive x response fiber combined response helically wound fiber obtain transverse separately x x exemplary configuration seismic', 'seismic towing streamer ship towing streamer fiber optic sensor fiber velocity acoustic exemplary streamer combination fiber spiral fiber enable removal noise transverse transverse typically dominated vertical z marine good quality z seismic result', 'result configuration combining fiber spiral fiber response conventional hydrophone point sensor optical fiber fiber wound mandrel configuration indicative predominantly z velocity vector directional separation measured fact fiber sensor seismic', 'seismic length frequency response response acoustic wave velocity relative fiber effects signal desirable manipulate frequency response hardware instead specifically disposition fiber end pitch lay angle helix optical fiber varied length mandrel', 'mandrel smooth frequency response result filtering effect illustrate manner patterned fiber consider manner heterodyne operate output phase comparison returned closely fiber distance differentiation interval interval spatial resolution effect gauge', 'gauge length resolvable fiber gauge length response sensor axial direction differentiation interval determined separation length section fiber interferometer signal information returned far frequently differentiation interval differentiation', 'interval sampling interval meter variation pitch helically wound fiber sensor sensor scale substantially smaller typical differentiation interval adjacent signal occupy somewhat spatial fiber structure frequency response neighboring fixed', 'fixed differentiation interval fiber pitch winding modify length sensor cable interval applied similar effect size structure fiber wound fiber wound mandrel mandrel diameter mandrel length case serpentine pattern depth displacement transverse', 'direction principal axis varied affect frequency response dimension necessarily principal axis contrast change pitch serpentine pattern frequency response principal axis factor helix length fiber direction reduced reducing sensitivity sensor', 'sensor alternative helix serpentine pattern vertical z horizontal x combination x fiber clean estimate z clean estimate x horizontal shape serpentine sensitivity transverse acoustic wave particularly serpentine pattern axial direction arrangement', 'equal fiber principal axis transverse dimensional equal sensitivity axes filtering effects pattern serpentine variety alter ratio fiber laid dimension relative pattern fiber times direction frieze vary ratio fiber major axes fiber pattern', 'pattern schematically pattern simultaneously type pattern place fiber given cable supporting structure improve spatial resolution fiber cover given length serpentine applied wound cable outer surface cable cylindrical cable provided half', 'half circumference axial discrimination transverse direction response seismic wave azimuthal azimuthal serpentine fiber sensitivity axial direction axis transverse direction axis sensitivity transverse direction axial direction complementary', 'serpentine orientation perpendicular cable discrimination transverse fiber discriminating signal axes attach fiber interrogation sensor respective interrogation alternatively single fiber cable single fiber cable pass cable additional information', 'direction incident acoustic information insensitivity winding pass separately cable continuously cable alternative cable fiber single direction cabling connected end cable manufacture conveniently fiber cable additional functionality provided', 'provided optical fiber amplifier fiber path loop location boost probe amplifier powered light carried separate fiber fiber particularly seismic surveying spatial combined manner separation incident separation helically wound fiber measuring', 'measuring additional serpentine planar pattern distributed plane serpentine planar pattern plane z x circular sensor fiber wound helical shape arbitrarily facilitate manufacture fiber helically wound mandrel oblate cross section mandrel diameter', 'diameter axis twice diameter x direction helical wound oblate shape appropriate lay fiber sensitive assuming fiber length axis twice axes formed appropriate solution simultaneous sensor length ratio direction sensor fiber arbitrary generalized long', 'long known improve sensitivity dynamic range oblate axes mandrel fiber wound oblate cross section orthogonal major axes alternatively provided separation desired multiple feasible noncircular hinder subsequent coating fiber layer mandrel uniform', 'uniform outer shape end view groove variable depth cut fiber laid optionally attached adhesive mandrel circular cut groove shallow axis deep axis deep axes colinear deep axes orthogonal cross groove fiber diameter minimize wound turn fiber straight', 'straight wound circular additional independent information enable separation velocity directional sensitive combined conventional fiber optic achieve combination x z velocity construction cable foregoing coupling substrate fiber provided filling gel', 'gel settable rubber designed allow cable accommodate large length axial strain bending torsion accommodate contingency gel fiber slip strain level addition excess fiber left regular cable loosely excess fiber allow fiber excessive cable accepted', 'accepted buckling fiber favor resilience bending torsion helical wind slippage resilient bending effect axial strain cable fiber configuration protect torsion concern marine seismic streamer deployment typically perfectly torque balanced strain', 'strain cable typically torque similarly control steer impart torsion streamer exercise lateral force angle correct streamer shape position cable winding helical wind reversed periodically winding layout helix periodic direction helix improve', 'improve resilience torsion structure helically wound fiber mandrel asymmetric response noncircular asymmetric response asymmetric compliance forming mandrel mandrel laminated structure alternating high low modulus axis differential compliance', 'laminated structure mandrel schematically view mandrel compressible schematically cross section mandrel solid cylinder pair positioned diameter mandrel center axis configuration compliance far higher axis orthogonal axis manner asymmetry compliance', 'asymmetric compliance circular option symmetry bending stiffness inclusion strain little effect lateral compliance increase bending stiffness multiple asymmetric compliance mandrel fiber wound thereon axes asymmetric compliance orthogonally', 'symmetric asymmetric discrimination acoustic general buried cable compliance mandrel greater equal surrounding cable wave separation desirability response particle velocity mind fiber fiber differential response orthogonal axes property known fiber', 'fiber birefringence known produce signal similar alternatively additional fiber wound compliant mandrel signal primarily related known design distributed vibration distributed fiber sensor sensitive velocity length fiber direction sensor response', 'response direction fiber linear distributed fiber optic sensor length response incident acoustic graph amplitude vertical axis horizontal axis sensor notch meter notch response sensor important characteristic response incident seismic signal', 'signal dependent angle incidence incoming seismic signal orientation fiber vertical seismic vertical fiber vertically borehole source seismic energy typically surface fiber sensor connected appropriate interrogation acquisition obtain indicative', 'response sensor incident acoustic interrogation acquisition communicatively information acquired acquisition determine separate velocity acoustic location remote information acquisition real time near real time information storage later time', 'time acquisition respective general processor data directional therefrom computer readable medium memory storage fiber response incoming seismic signal range angle incidence fiber trace acoustic energy vertical direction fiber fluid typically water', 'water borehole meter long fiber sensor response notch notch frequency domain velocity arrival loss sensitivity incoming seismic signal zero notch frequency domain typical seismic arrival rock medium source sensor nonvertical angle incidence velocity', 'velocity response line amplitude vertical axis frequency horizontal axis notch frequency domain arrival zero notch slope deficient low frequency energy acoustic signal vertical direction borehole fluid typically borehole seismic signal earth distant', 'distant offset borehole arrival comes vertical fiber sensor broadside direction response sensor seismic signal line arrival deficient low mid frequency energy fiber quite insensitive broadside response fact broadside arrive length fiber time impart', 'impart stretch compression fiber length alternative consider response fiber optic sensor spectral sensitivity elastic wave look spectrum response long fiber optic sensor fixed filter k k n integer spatial filter case k response frequency invariant', 'invariant response vertically spectrum elastic signal broadside fiber sensor velocity infinity fall completely notch k sensor signal fall highly signal severely notchy spectrum map elastic arrive sensor fiber optic sensor length map long sensor', 'sensor depending elastic angle incidence velocity fiber optic sensor helically wound pattern fiber distribution optical fiber sensor cable solve notch issue cable x sensitive broadside signal vertical orientation fiber vertical z direction', 'direction generalized fiber distribution solve issue directional sensitivity issue helically wound multicomponent fiber optic sensor length direction physically longer dimension diameter crossline choose sensor length crossline physical extent equal', 'equal diameter cable despite length fiber distributed equally length helically wound cable smaller crossline small dimensional sensor sensitivity notch k notch spacing large notch spacing long sensor direction sensitivity long amplitude vertical', 'vertical axis time horizontal axis response helically wound fiber optic sensor shot fired length sensor response shot fired perpendicular orientation fiber surface wave shot perpendicular shot length sensor diameter sensor surface wave energy sensor', 'sensor length shot trace sensor length perpendicular shot trace cumulative length fiber orthogonal helical structure response ratio similar helically wound fiber optic sensor sensitive mutually orthogonal direction crossline corrected helically', 'helically wound fiber optic sensor equivalent response moving coil geophone sensor array diameter small gain access borehole streamer marine seismic surveying multicomponent seismic surveying opportunity composite sensor correct apply helical fiber', 'fiber sensor orthogonal helical pattern asymmetric winding orthogonal crossline address inverse filter derived applied compensate known response fiber optic sensor particularly applicable single straight fiber fact fiber sensor response determined', 'effective sensor length raw data fiber optic sensor multiple times mimic optical fiber appropriate fiber differentiation phase difference illustrate long fiber sensor length notch sensor greater sensitivity low frequency seismic combination diminish', 'diminish impact sensor sensor longer sensor low medium length sensor low intermediate higher provided short sensor length sensor multiple physical sensor data multiple differentiation phase difference applied data acquired distributed fiber optic', 'optic vibration sensor differentiation interval sensor length signal extracted technology difference phase measurement fiber equivalent derivative approximation measurement need adjacent interval length fiber desired determine phase difference phase', 'phase computation fiber corrupted instrument noise signal power random instrument noise derivative accuracy derivative measurement fiber yielding robust result general formula computation derivative point x arbitrary accuracy w n accuracy w', 'w multiplicative given accuracy h distance measurement accuracy w accuracy w signal fidelity data whitening response composite sensor b amplitude fiber sensor response vertical axis distance horizontal axis b amplitude fiber sensor spectrum response', 'response vertical axis horizontal axis response sensor response intermediate sensor trace response trace b spectrum response sensor trace response intermediate length sensor trace response short length sensor trace composite sensor selected mutually', 'mutually effective sensor nearly coincident selected sensor mutually prime multiple filter coincide domain alternative sensor spiral shape effective sensor length frequency avoid response combination multiple sensor seismic sensor response long', 'long sensor low frequency information fully notch frequency domain limitation little impact seismic relatively deficient low frequency technique seismic appropriate differentiation digital signal approach applied differentiation hardware exemplary', 'exemplary optical source laser generate optical signal optical source modulator launch optical distributed fiber optic sensor circulator directional coupler pulse pair time delay differentiation interval optical carrier frequency light fiber coupler', 'coupler optical detector converted electrical signal electrical emerge detector data acquisition desired information differential phase electrical signal data data data acquired acquisition information generate composite response distributed fiber', 'fiber optic sensor acquisition respective general processor data generating response sensor acquired data computer readable medium memory storage exemplary detector optical power electrical signal optical power acquisition obtain differential phase', 'phase exemplary detector beat frequency fiber response pair mix detector beat frequency signal beat frequency acquisition extract differential phase information regardless technique detect extract differential phase information optical source', 'source modulator generate time pair multiple distinct differentiation interrogation technique signal multiple data acquired acquisition distinct differentiation determine response distributed fiber optic sensor data response distinct sensitivity', 'differentiation interval case time delay acquire data combined composite response individual response filled data distinct differentiation interrogation data acquisition hardware multiple interferometer path imbalance optical source modulator launch', 'launch optical distributed fiber optic sensor directional coupler optical fiber received b coupler interferometer b path imbalance physical optical fiber create path imbalance interferometer distinct path imbalance distinct differentiation interval', 'interval variety manners known interferometer split recombine split relative signal output interferometer measure relative phase interferometer circuit convert phase shift measured interferometer diverse phases quadrature phase phase shift resulting', 'resulting beat frequency zero frequency regardless configuration interferometer multiple data acquired respective data acquisition b b data acquisition known manner appropriate acquire data phase signal data acquired determine response distributed', 'fiber optic sensor data response distinct sensitivity path imbalance interferometer combined generate composite response distributed fiber optic sensor individual response filled data data acquisition respective general processor data generating', 'response sensor acquired data computer readable medium memory storage alternative notch filled generally speaking differential measurement end sensor length thought filter differential filter raw fiber optic sensor data sensor amplitude vertical', 'vertical axis distance horizontal axis fiber sensor data length filter route coincide filter vice combining standard filter integration fiber optic data length sensor filter resulting signal notch filled spectral response b amplitude spectrum', 'spectrum response sensor vertical axis horizontal axis b trace response differential filter measurement trace response inverse filter data fiber optic sensor response inverse filtering ideal sensor flat spectral response designed measure distributed', 'fiber response dominated response frequency spectral content sensor arrival response sensor calculated deterministic scheme sensor filled sensor multidimensional fiber sensor helically wound sensor deterministic inverse composite filter calculated', 'applied data effectively flatten spectral response composite fiber optic inverse filter applied account arrival angle acoustic sensor radon appropriate applicable similar suitable apply correction x k scheme inverse fiber optic sensor sensitivity', 'filter block response fiber optic sensor calculated alternatively response composite fiber optic sensor calculated multiple sensor superimposed block inverse filter calculated response determined block flat block inverse filter appropriate x k', 'x k transform block data appropriate block inverse filter applied data block notch filled signal block high pass filter applied close avoid noise near zero notch inverse filter data alternatively frequency filter applied inverse data resulting data', 'data fiber optic record data flat response response frequency response data foregoing distributed fiber sensor response velocity temporal derivative displacement fiber direction depending type interrogation interrogate fiber response fiber response', 'response similar strain spatial difference fiber character response manner accurate inverse transform derived convert data distributed fiber converted comparison eventually legacy geophone data knowledge response numerical fiber data wave compute', 'compute strain velocity fiber basis main inversion migration inversion allow getting model subsurface minimize difference seismic data field numerically data ability directly model fiber data seismic data distributed fiber optic measured data need', 'data need velocity acceleration instead directly inversion fiber data low frequency recording sensor opportunity easily record low frequency accessible standard typically available geophysical exploration industry long distributed surface sensitive', 'sensitive low long gauge acoustic fluid flow reservoir slug flow mechanical deformation reservoir augment shorter seismic active seismic microseismic surveying recording microseismic rock failure reservoir stress rock low frequency monitor reservoir', 'reservoir versatility distributed fiber optic raw data sensor yield high frequency microseismic recording usual active source seismic frequency acoustic logging intermediate surveying surveying reservoir sensor compensating spectral sensor applied', 'applied area acoustic logging intermediate surveying surveying acoustic logging high resolution information rock fluid immediate vicinity borehole high frequency acoustic elastic typically acoustic borehole electronic complex distributed fiber', 'fiber versatility distributed fiber optic effectively borehole detector logging surveying single production platform optical fiber active seismic microseismic frequency accurate valuable reservoir torsion sensor distributed fiber optic excited', 'excited acoustic apply torsional strain sensor torsional strain problem land borehole permanent deployment flow data spatially optical fiber helically wound mandrel helical mandrel wound opposite measurement provided configuration helix wound', 'wound mandrel helix wound mandrel opposite direction helices cable single interrogation acquisition obtain helices torsional sensor effectively curl ground roll prediction removal response helix response helix torsion motion sensor higher borehole', 'borehole land surveying torsional movement marine torsional sensor correct acquired data torsional movement detection field electrical submersible drilling measurement torsional characterize performance employed conjunction intelligent completion', 'disposed earth formation intelligent completion disposed cased uncased open hole intelligent completion limitation casing tubing control electric fiber optic hydraulic mechanical sell chemical flow control flow control hole safety inductive electric', 'electric wet hydraulic wet wireless telemetry power generating disposed communicate surface surface turn communicate surface remote disclosed benefit appreciate cover fall true spirit']	150	[4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, -1, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, -1, 2, 4, 4, 4, -1, -1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, 4, -1, 4, 4, 4, 4, 4, 4, 4, -1, -1, 4, 22, 4, 4, 4, -1, 4, 4, 4, 4, 4, 4, -1, 4, 4, 4, 0, 4, -1, 4, 4, 4, 4, 2, -1, 4, -1, -1, -1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, -1, 4, -1, 4, -1, 4, 4, 4, 4, 4, 4, 4, 44, -1, 4, 4, 4, 4, 4, 4, 4, -1, 4, 4, 4, -1, -1, 4, -1, 4, 4, -1, -1, 4, 6]	['fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow 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-0.17039674520492554, 0.10384543240070343, -0.06958372890949249, 0.3578849136829376, -0.2613455057144165, -0.6853238344192505]	[-0.46761334 -0.5570866 0.5982021 ... 0.00961649 0.261937 -0.6135024 ]	['2_seismic_rock_data_modeling', '44_frequency_receiver_synchronization_transmitter', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '4_fiber_optical_optic_sensor', '6_network_wireless_interface_display']	frequency curve response port surface dispersion sleeve modeling information parallel flow rev received depth sweet code card switch drive local physics mobile transmission display electromagnetic string cement network block sensor telephone interface discontinuity data drilling amplitude cable light operable petroleum probe pump drill acoustic torque control digital multiphase geologic piston spectral valve domain ultraviolet strain circuit communication chosen signal preferably model eccentric graphics trace fiber learning rotary production input area equipment arrival length seismic transmitter ratio reservoir distributed threshold attenuation synchronization energy subterranean infrared radiation fluid measurement immersion output receiver geological interferometer value optic casing annulus bit printer time synchronize exemplary inversion wired rock controller access cellular speed mud analysis panel evaluation satellite position wireless function optical outlet calculating formation	discontinuity interferometer optic geological drilling wirelessly cable pipe synchronize fiber petroleum algorithm error pump wired rock dispersion drill acoustic correlation accelerometer remedial router cell login hydrocarbon reduced computer cellular seismic tubing scanner timing estimation slide borehole geophone geologic hydraulic physics piston reflector synchronization converter mobile spectral valve cavity geophysical wireless radiation oil reducing optical thermoplastic cement calculating removing shale sensor signal	geological interferometer drilling casing annulus preferably amplitude model cable printer eccentric graphics curve exemplary trace operable fiber petroleum pump port learning dispersion rotary controller interface acoustic torque flow equipment arrival rev seismic depth transmitter mud ratio reservoir switch card evaluation local physics mobile synchronization satellite spectral energy domain subterranean electromagnetic infrared wireless radiation ultraviolet string optical strain cement telephone formation receiver	discontinuity frequency optic interferometer data drilling casing amplitude model cable time printer eccentric curve trace light operable fiber petroleum response probe pump rock surface dispersion drill interface acoustic modeling information area arrival length seismic transmitter speed digital ratio reservoir switch card local geologic attenuation mobile synchronization transmission display spectral position wireless radiation fluid string optical outlet network sensor signal formation receiver	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US9250120B2'	'Fiber-optic monitoring cable'	['G01J1/0425', 'G01K11/3206', 'G01B11/18', 'G01D5/353', 'G01D5/35316', 'G01L1/242']	['Optical elements not provided otherwise, e.g. manifolds, windows, holograms, gratings using optical fibers', 'Measuring temperature based upon physical or chemical changes not covered by groups G01K3/00', 'G01K5/00', 'G01K7/00 or G01K9/00 using changes in transmittance, scattering or luminescence in optical fibres at discrete locations in the fibre, e.g. using Bragg scattering', 'Measuring arrangements characterised by the use of optical techniques for measuring the deformation in a solid, e.g. optical strain gauge using photoelastic elements', 'Mechanical means for transferring the output of a sensing member; Means for converting the output of a sensing member to another variable where the form or nature of the sensing member does not constrain the means for converting; Transducers not specially adapted for a specific variable characterised by optical transfer means, i.e. using infrared, visible, or ultraviolet light with attenuation or whole or partial obturation of beams of light the beams of light being detected by photocells influencing the transmission properties of an optical fibre', 'Mechanical means for transferring the output of a sensing member; Means for converting the output of a sensing member to another variable where the form or nature of the sensing member does not constrain the means for converting; Transducers not specially adapted for a specific variable characterised by optical transfer means, i.e. using infrared, visible, or ultraviolet light with attenuation or whole or partial obturation of beams of light the beams of light being detected by photocells influencing the transmission properties of an optical fibre using an interferometer arrangement using multiple waves interferometer using a Bragg gratings', 'Measuring force or stress, in general by measuring variations of optical properties of material when it is stressed, e.g. by photoelastic stress analysis using infrared, visible light, ultraviolet the material being an optical fibre']	2012-06-25T13:00:00Z	['Russell James Smith', 'Andrew Strong', 'Gareth P Lees']	['Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Schlumberger Canada Ltd', 'Prad Research and Development Ltd']	['cable tubular structure cable fiber optic bundle simultaneously length tubular structure cable cable tubular structure cable fiber optic bundle simultaneously length tubular structure cable cable asset cable helically length asset cable fiber optic', 'optic bundle cable cable asset cable length asset cable cable strain acoustic vibration length asset cable tubular structure subsea umbilical riser surf asset cable cable thermoplastic housing cable tubular structure cable housing central fiber', 'fiber optic bundle tube central fiber optic bundle extending axially cable tube extend axially substantially adjacent respective cable fiber optic sensor cable surface housing shaped flush connection asset cable housing substantially rectangular', 'shaped surface flush connection substantially flat slightly curved shape cable tube fiber optic sensor tube acoustic fiber optic sensor cable subsea pipeline cable central tube fiber optic fiber optic bundle outside surface central tube housing', 'housing central tube fiber optic bundle circular cable adhesive compound fiber optic bundle housing cable added jacketing fiber optical fiber bundle cable housing thermoplastic cable housing jacketed cable tubular structure cable tube fiber optic', 'optic fiber optic bundle fixedly connected outside surface tube housing surrounding housing surface shaped fit flush subsea pipeline cable fiber optic capable acoustic cable metallic related applicable technical field generally subsea asset', 'asset limitation composite fiber optic cable subsea assets subsea tubular rigid semirigid flexible background oil gas industry subsea domain subsea hydrocarbon production sea surface sort require petroleum flow surface tubular pipe combination rigid', 'rigid semiflexible flexible flexible acting tubular sea surface vertically laterally structural failure fatigue additional damage occur corrosion erosion blockage interior deposition flow wax scales surface operating domain onshore offshore pipe', 'pipe experience structural failure periodic installation disassembly jarring high fluid flow need monitor condition pipe effective operation remedial structural failure floating production offshore oil gas production optical fiber distributed sensor', 'sensor flexible flexible pipeline sensor distributed measurement strain provided cable tubular subsea cable fiber optic bundle simultaneously near simultaneously vibration strain length structure cable cable distributed discrete cable housing', 'housing central fiber optic bundle tube central fiber optic bundle axially cable tube extending axially substantially adjacent respective cable preferably fiber optic sensor cable central tube fiber optic fiber optic bundle outside surface central', 'central tube housing central tube fiber optic bundle substantially circular provided cable tubular structure cable tube fiber optic fiber optic bundle fixedly connected outside surface tube housing surrounding housing surface shaped fit', 'fit substantially flush asset entire exemplary capable spirit nature restrictive brief limitation refer similar substantially flat cable arrangement circular cable arrangement alternative substantially flat cable arrangement subsea umbilical surf', 'surf communication control power fluid conveyance production beneath concerned fiber optic operational integrity management surf assets expanded variety onshore offshore pipe conciseness primarily related surf assets surf asset umbilical typically', 'typically complex pipe electrical optical hydraulic allow power data communication control fluid injection surface subsea surf asset riser typically complex pipe primarily carrying subsea environment flexible operate harsh environmental loading', 'loading fatigue desirable strain place flexible semirigid rigid rigid times inner metallic pipe surrounded insulating polymer layer turn coated cement surf assets typically long slender regular complete length length structure typically surface', 'surface production platform access data remotely periodic retrieval data cable preferably fiber optic strain acoustic vibration length length surf structure effectively bundle comprehensive capability single package simplify installation surf assets', 'assets cable shape ease integration surf structure cable surf asset externally attached fiber optic discrete point array fiber distributed optical time domain reflectometry coherent fiber established technology light periodic variation refractive', 'index fiber core fiber strain measurement acting direct strain large single optical fiber know person current technology possible interrogate single optical fiber typical measurement time optical time domain reflectometry technique measuring', 'measuring distribution optical fiber attenuation core diameter numerical aperture chromatic dispersion source optical time domain reflectometer interrogate optical fiber light produced response pulse fiber essence pulse thought length fiber assuming', 'assuming pulse coherent electric nonhomogeneity glass fixed random phase relationship resulting signal section fiber coherent sum electric sum course dependent phase dipole fixed optical source frequency fixed fiber fixed strain return relative', 'relative pulse energy location fixed randomly related return section fiber surf preferably robust interface fiber optic simultaneously integrity sensor measurement traditionally surf fiber optic sensor package distributed fiber optic established', 'surf commonly subsurface measurement stainless steel tubing main structural protection ancillary thermal management fiber optic stainless steel tube basic preferably measured strain acoustic vibration traditionally data acquired separate valuable', 'valuable information operational integrity management surf assets tensile compressive loading bending buckling feedback flow assurance thermal liquid sand production classified correlation performance design ongoing integrity measurement data strain', 'strain fiber optic closely structural deformation surf asset acoustic fiber optics provided measurement technique measurement acoustic measurement acquired fiber optic loose filled fiber optic complete length surf assets distributed optical fiber', 'fiber single package surf asset specifically package cable bundle fiber optic sensor easily attach surf asset sensor single cable arrangement package able simultaneously perform strain acoustic surf asset sensory package utilize view cable strain', 'strain fiber optic central tube substantially central axis cable strain fiber optic bundle closely wrapped central axis central axis strain measurement strain fiber optic layer gel silicone bundle protective layer central axis additional layer', 'layer positioned layer outer diameter central tube strain fiber optic cable respective distributed fiber optic sensor acoustic vibration fiber optic sensor inside strain fiber optic near sides cable metallic stainless steel designed add strength', 'strength cable tension surf asset strain fiber optic preferably housing thermoplastic polyethylene protect cable environmental damage thermoplastic provided cable withstand harsh environmental encapsulation typically extrusion thermoplastic', 'substantially available strain fiber optic fiber optics suitable fiber optics vibration strain respectively single type preferably designed sense strain length cable fiber single type preferably designed sense length cable likewise fiber single type', 'type preferably designed sense vibration cable cable preferably generally rectangular cross section flat slightly curved sides sit substantially flush firmly surface surf asset pipe tube sheath armor flush interface preferably measurement accuracy', 'accuracy effective strain vibration transfer cable cable cable firmly surf construction attached strapping bonding external surface surf asset flat slightly curved sides cable facilitate cable surf cable surf asset increase level contingency', 'redundancy fiber optic deg allow bending buckling resolved view cable cable substantially circular shape cable preferably helically surf structure central axis surf asset umbilical external surface cable circumferentially adjacent surf structure', 'structure effective strain coupling supporting shaped case umbilical cable central tube preferably metallic strength loose fit fiber optic acoustic alternatively instead single optical fiber optical acoustic previously brief tube act strength', 'strength handling surf structure additional layer metallic disposed tube impart additional tensile strength fiber optics helically anchored outside tube strain measurement optical optical optical preferably layer silicone protection optionally', 'jacketing preferably thermoplastic surround fiber cable preferably jacketed thermoplastic housing optional metallic nonmetallic view cable respectively general cable cable flat housing similar arrangement potentially measurement accuracy shape', 'shape external surf asset implementation fiber optic bundle strain fiber optic bundle vibration strain alternatively implementation fiber optic cable exact contingency redundancy bundle preferably metallic tensile strength bundle arrangement', 'accommodate fiber optics acoustic outer layer helically optical arrangement preferably strain strain measurement cable preferably thermoplastic polyethylene compatible environment damage encapsulation thermoplastic available cable incorporate', 'applicable surf assets cable firmly surf structure attached strapped bonded external surface flat slightly curved sides cable facilitate cable surf structure cable surf asset increase level contingency redundancy fiber optic deg allow bending', 'bending buckling resolved connection exemplary equivalent fall purview']	40	[4, 4, 4, 4, 4, 4, 4, 46, 46, 4, 4, 4, -1, 4, 46, 10, 4, 4, 4, 4, 4, 4, 4, 10, 4, 4, 4, 4, 4, 4, -1, 4, 4, 4, 4, 4, 4, 4, 4, -1]	['fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain 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'-1_data_drilling_information_formation', '46_difficult_consuming_pipe_damping']	optic data casing annulus drilling costly model cable time pipe subsea compressional isolation light exemplary fiber complex drum shear inversion response exploring probe pump surface dispersion learning installation drill acoustic difficult flexural inverted production control information failure flow hydrocarbon equipment length hazardous depth zonal complicated bond mode multiphase distributed reservoir damping evaluation attenuation typically impedance consuming infrared impossible radiation barrier ultraviolet fluid optical string strain cement flexible measurement offshore ultrasonic immersion block sensor signal formation recovery	interferometer optic drilling costly annulus cable explosive compressional steel hazardous fiber shear expensive rock drill acoustic huge flexural hydrocarbon harsh seismic tubing scanner complicated borehole geophone geologic hydraulic quantitative radiation oil optical thermoplastic cement sensor formation	drilling costly casing annulus model cable subsea compressional exemplary isolation fiber drum shear learning acoustic flexural failure hydrocarbon flow equipment depth zonal bond reservoir damping infrared radiation ultraviolet string optical strain flexible cement offshore ultrasonic formation recovery	optic drilling data casing annulus model cable subsea pipe time isolation light fiber inversion response probe surface drill acoustic flexural information failure hydrocarbon length complicated bond mode reservoir evaluation impossible radiation fluid optical flexible cement offshore difficult sensor formation	['Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection']	['operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase']
'US11530585B2'	'Non-explosive downhole perforating and cutting tools'	['E21B29/02', 'E21B34/063', 'E21B43/11', 'E21B43/114']	['Cutting or destroying pipes, packers, plugs, or wire lines, located in boreholes or wells, e.g. cutting of damaged pipes, of windows; Deforming of pipes in boreholes or wells; Reconditioning of well casings while in the ground by explosives or by thermal or chemical means', 'Valve or closure with destructible element, e.g. frangible disc', 'Perforators; Permeators', 'Perforators using direct fluid action on the wall to be perforated, e.g. abrasive jets']	2021-08-16T13:00:00Z	['Delbert Taylor', 'Hongfa Huang']	['Schlumberger Technology Corp']	['nonexplosive earthen carrier holding nonexplosive head connected carrier port eject product head communication path extending port closed position blocking communication path open position opening communication path nonexplosive cutting perforation', 'earthen carrier holding igniter operational contact head connected carrier unitary diverter shaft head degree port eject product produced ignition communication path extending diverter port base attached lower end shaft movable disposed base', 'base diverter closed position blocking communication path open position opening communication path movable shaft closed position open position response ignition holding apply force holding apply force holding shear head outside diameter carrier port', 'port opening formed open position diverter holding apply force holding shear connected shaft closed position opening tubular nonexplosive cutting perforation tubular movable diverter shaft base attached lower end shaft degree ejection port sliding', 'sliding movable shaft diverter base response product produced opening port product port tubular sliding movable communication path diverter opening port axially moving nonexplosive tubular cutter cutter carrier body holding head connected carrier', 'carrier body unitary diverter direct contact carrier diverter shaft base connected lower end shaft body axially shaft diverter section base closed position contact diverter open position forming degree port axially body diverter section response', 'response ignition channel extending diverter port cutter holding connected diverter body apply force urge body closed position cutter shear connected body apply force urge body closed position related continuation ser pat continuation ser pat', 'ser pat national phase filing priority provisional ser provisional ser provisional ser provisional ser incorporated background section background information facilitate better section document read light prior hydrocarbon create fluid communication', 'channel pay zone penetrating casing liner separates formation common gun shaped firing head detonation shaped detonation cord extend firing head shaped gun shaped explosive jet outwardly casing liner formation exist cutting pipe selection technique', 'technique depend type pipe location pipe ambient surrounding pipe production hydrocarbon oil natural gas run occasionally enable removal conventionally specially designed employed jet cutter force explosion cut chemical cutter project caustic acid', 'acid cut high high accordance nonexplosive carrier holding nonexplosive head connected carrier port eject product head communication path extending port closed position blocking communication path open position opening communication path opening', 'opening tubular nonexplosive tubular disposed response product gas molten produced opening port product port tubular opening tubular nonexplosive tubular cutter accordance carrier body holding head connected carrier body diverter section axially', 'axially relative diverter section closed position contact diverter section open position forming degree port axially body diverter section response ignition channel extending diverter section port provided introduce selection identify key essential', 'essential matter aid matter brief best read accordance standard industry drawn scale fact arbitrarily reduced clarity illustrate nonexplosive puncher configuration disposed illustrate nonexplosive cutter configuration disposed illustrate', 'nonexplosive energy source pellet illustrate nonexplosive penetrator head cutter configuration diverter section penetrator head accordance line penetrator head cutter configuration illustrate nonexplosive penetrator cutter configuration illustrate', 'nonexplosive check penetrator head illustrate nonexplosive shifting piston disposed cylinder penetrator head selectively open ejection illustrate nonexplosive nonexplosive accordance nonexplosive connected fuse cord nonexplosive fuse cord', 'fuse cord nonexplosive simplify course merely addition repeat repetition simplicity clarity dictate relationship connect connection connected connection mean direct connection connection similarly couple coupling mean directly relative given point', 'point clearly commonly relate point surface drilling thermite refer composition metal powder fuel metal oxide exothermic reaction thermite mixture aluminum powder powdered iron oxide refer thermite metal nitrate metal carbonate added instead', 'instead addition nitrate aluminum powder powdered iron oxide barium nitrate thermite noted generally forming casing cement formation rock cutting high disclosed cutting gas high approximately c higher perforated cut gas thrust outwardly melt burn', 'melt burn break cut perforated accordance energy source gas thrust molten metal create desired perforation cutting opening gun string replace gun string time gun time gun additionally independent string string suitable conveyance tubing string', 'string coiled tubing concise reliable high help seal additionally open trap illustrate nonexclusive nonexplosive puncher configuration borehole extending surface illustrate nonexclusive nonexplosive cutter configuration lined casing tubular tubing', 'tubing string inside outer casing conveyance limitation tubing nonexplosive generally firing head housing carrier body igniter thermal generator operational contact nonexplosive energy source ejection discharge product hot gas molten jet energy', 'energy source create surrounding surrounding formation nonexplosive create opening casing extending surrounding formation puncher opening inner tubular tubing string puncher configuration selectively communication energy source circumferential axial', 'axial pattern cutting configuration single port selectively communication energy source single port degree substantially degree circumferential opening formed jet surrounding tubular accordance cutting configuration multiple spaced circumferentially', 'manner create cutting type opening accordance selectively communication energy source closed energy source holding generally numeral maintain closed blocked position energy source holding wall carrier body lower melting carrier body ignition energy', 'energy source melt eliminate operate holding open position holding provided head penetrator head penetrator head independent attached carrier body joint welding penetrator head carrier body unitary body carrier body smaller penetrator head cut', 'head cut perforate large diameter tubular casing penetrator head dimensioned place head close proximity tubular carrier body remain standard size inch tubular casing cut perforated inch penetrator head inch carrier body inch tubular cut perforated', 'inch penetrator head inch carrier body weight reduced penetrator head positioned suitable location benefit multiple penetrator sequentially cluster accordance energy source suitable powder powder table possible constituent create generally fine', 'fine powder sensitivity mixture depend powder mesh size mesh size sensitivity slight supply metal fuel provided theoretically calculated contain approximately percent thermite powder approximately approximately approximately metal carbonate metal', 'metal nitrate binding table powder suitable table metal metal powder fuel metal oxide metal carbonate nitrate al coo ti ta coo cro polymer lino starch fe si io energy source pyrotechnic energetic produce gas drive molten metal product create', 'create surrounding ignition metal fuel metal oxide metal metal oxide heat sufficient melt metal additionally metal carbonate metal nitrate metal metal oxide gas reaction aluminum iron oxide decomposition strontium nitrate reaction table similar', 'similar oxygen burn aluminum chemical produce high approximately c approximately c closed chamber mole strontium nitrate gas effectively raise inside carrier body molten metal broken fine high high environment product jet high gas molten metal', 'metal perform cutting molten metal exit gas shooting exposed formation gas inside product inside force open translate open communication energy source blocked prior ignition energy source hydraulic communication blocked energy source seal unignited', 'unignited energy source environment igniter suitable electric chemical igniter sold igniter thermite filled igniter thermite igniter energy source igniter provided multiple igniter provided thermite pocket remain ready field site limitation', 'electrical spark electrical match contact energy source contact thermite chemical additionally igniter positioned suitable position carrier body igniter positioned near near position middle contact energy source igniter energy source distance ignite', 'ignite energy source connected fuse cord nonexplosive energetic thermite fuse cord connect multiple sequence string energy source penetrator head section fuse cord disclosed surrounding product jet flowing product high change steel surrounding solid', 'solid phase liquid possibly gas oxygen product burning metal extend formation similar explosive shaped charge jet energy source formed powder formed pressing wall tube tube suitable plastic cardboard metal view pellet accordance pellet achieve', 'achieve suitable burn desired burn rate near center distributed center hole penetrator head cutter cutting configuration port formed degree circumferential opening refer nonexplosive penetrator head accordance penetrator head closed preignition', 'position communication blocked port external environment energy source seal ejection port hot product jet gas molten metal penetrator head response ignition energy source port closed position holding generally holding additional port response', 'response produced ignition energy source external environment acting body force provided holding shear pin screw specifically penetrator head diverter section communication path energy source ejection port sectional view diverter section penetrator', 'head line port formed diverter section body cutter body disposed shaft relative diverter section body closed position relative diverter section holding body relative shaft holding shear generally perpendicular longitudinal axis attached shaft body', 'body shear diverter section retaining connected shaft maintain body connection diverter section port retaining lug connected shaft retaining base benefit retaining retaining base single unitary retaining directly connect body shaft size ejection', 'ejection port accordance determined distance body relative diverter section actuation open position penetrator head closed position gap formed body retaining base equivalent size port open penetrator head cutting configuration holding shear pin', 'shear pin screw directly body diverter section closed position body disposed shaft activation igniter energy source high product gas molten metal diverter body force high gas acting body force shear acting body shear body relative diverter section', 'section opening port benefit holding shear penetrator head cutter configuration body shaft relative diverter section shaft diverter section piston head connected end retaining body connected proximate end piston head communicate produced ignition', 'ignition energy source diverter diverter section connected diverter section piston head body closed position holding ring connected piston head diverter section axial gap provided piston head diverter section body closed position size ejection port', 'port ignition energy source high gas piston head urging axially downward away energy source downward force piston head opposing force external acting body force holding body opening port high high gas cut perforate create energy source acting piston', 'piston head holding recess diverter section piston head body holding burn allow body closed open position standoff cylindrical ring disposed piston head diverter section formed exposed oxygen gas product produced energy source greater environmental', 'ignition energy force destruction degradation force product acting piston head force environmental acting body body opening communication path ejection port refer additional nonexplosive penetrator cutting configuration penetrator head connected', 'connected carrier body joint penetrator head body gas produced energy source radially relative longitudinal axis selectively communication energy source channel diverter channel holding generally numeral closed position holding check specifically', 'permit product produced ignition energy source pass carrier body communication path ejection seal energy source hydraulic communication direction environment ejection port communication path valve force closed position surface ambient reinforce', 'reinforce sealing remain closed product energy source force check valve environmental accordance body steel inner channel communication path inner layer sleeve high melting point withstand high product inner sleeve limitation ceramics graphite', 'graphite carbon fiber molybdenum tantalum tungsten inner layer proximate maintain size product jet size dictate performance penetrator head accordance diameter diameter accordance inch diameter valve positioned communication path individual port', 'port energy source seal diverting channel external environment holding single valve positioned channel energy source channel downstream valve chamber reservoir communication reservoir channel reservoir hot gas inner layer high melting point maintain', 'maintain integrity port sizes end body reservoir inner layer high melting point high melting point penetrator head configuration multiple radial direction longitudinal axis spaced circumferentially axially penetrator head spiral pattern valve', 'valve channel upstream benefit valve channel flow path channel pin hole high product valve valve seat product molten flow valve eject channel lined high melting point maintain size refer nonexplosive shifting piston selectively open penetrator head', 'head eject high product ignition energy source penetrator head configuration cutter configuration multiple create substantially degree opening penetrator head penetrator head body forming longitudinally extending cylinder extending end end shifting', 'shifting piston moveably disposed cylinder shifting piston seal sealing hydraulic seal shifting piston cylinder wall radially extending formed body cylinder external environment specifically cylinder inner layer high melting end cylinder', 'cylinder communication energy source carrier body formed diverter section body closed position shifting piston end cylinder seal positioned energy source downstream end cylinder communication external environment shifting piston cylinder shifting', 'shifting piston closed position holding generally holding ring connected shifting piston wall body cylinder shifting piston closed position adjacent end cylinder hydraulic seal seal communication energy source energy source hot product shifting', 'shifting piston shifting piston open position seal downstream relative displace shifting piston force product acting shifting piston overcome force environmental acting shifting piston force release holding holding force expanding ring recess', 'recess cylinder wall base positioned end cylinder hold shifting piston cylinder open position vent hydraulic communication end cylinder external environment penetrator head shifting piston closed position holding shear shear connected shifting', 'shifting piston shaft diverter section body shifting piston disposed cylinder closed position seal upstream shaft extending diverter section penetrator head shear connect shaft shifting piston closed position piston head positioned end body', 'end body connected shaft shear penetrator head connected carrier body shifting piston cylinder base vent connected block end cylinder contain shifting piston shear piston head body communication disposed closed position ignition energy source hot', 'hot high product produced cylinder exert downward force shifting piston downward force force acting shifting piston force shear holding shear parted shifting piston open position high product create opening cut penetrator head holding selectively', 'maintain shifting piston closed position force similar piston head diverter section connected shifting piston shaft maintain piston head diverter allow body closed open position standoff disposed piston head diverter section body formed exposed', 'exposed product produced energy source greater environmental ignition energy force destruction deformation force product acting shifting piston piston head force environmental action shifting piston shifting piston open position seal downstream end', 'end open shifting piston cylinder connection shifting piston piston head connector bolt refer illustrate penetrator head utilize holding ring hold shifting piston closed position force shifting piston connected piston head disposed upstream diverter', 'diverter section shifting piston cylinder holding open position ring type holding connected piston head body diverter section ring type holding connected shifting piston cylinder wall body downward force shifting piston force environmental force', 'force ring type holding expanded recess shifting piston open position refer nonexplosive puncher type penetrator generally numeral specifically penetrator loading tube desired axial circumferential pattern loading tube disposed carrier body', 'body penetrator conveyance tubing nonexplosive firing head igniter igniter response electrical signal conveyance penetrator positioned adjacent respective scallop formed carrier body single fuse cord thermite penetrator single igniter benefit', 'benefit carrier body gun carrier ignition penetrator product jet radially product jet gas molten metal chemical reaction melting carrier body penetrator casing housing filled energy source housing discharge ejection port ignition point opposite', 'opposite ejection port ejection port closed holding mechanism housing prior charge similarly ignition point housing opening penetrator thermite fuse cord disposed adjacent ignition point section housing high fuse cord ignite energy source produce', 'produce molten metal gas jet ejection port fuse cord fuse cord sleeve filled thermite generally numeral energy source thermite fuse cord ignition line electric line penetrator igniter ignition point foregoing better understand appreciate basis', 'basis designing carrying realize equivalent depart spirit make spirit determined language follow term mean listing open group singular plural specifically preceding disclosed functionally equivalent']	75	[0, 0, 0, 0, 0, -1, 0, -1, 0, -1, 0, 0, 0, 7, 0, 0, -1, 1, 1, 0, -1, 0, 0, -1, -1, 0, -1, -1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, -1, 0, 0, -1, 0, 0, 0, 0, 0, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.46919732404148357, 0.01684981322349499, 0.07100682143005155, 0.05254400068522546, 0.012158676062371608, 0.008890275608384809, 0.005768045623292555, 0.015280602352586017, 0.005368088304235217, 0.006818794735169384, 0.008186163243905245, 0.016209575398483746, 0.005514009268021676, 0.007127556899002562, 0.00430459806782792, 0.014005689972449676, 0.005501805950401594, 0.007099644301519187, 0.007276372803796451, 0.0077551758377809804, 0.004704480108571679, 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-0.06152421236038208, 0.36287808418273926, -0.35855257511138916, 0.012596682645380497, -0.8685070872306824, 0.7002193927764893, 0.934575617313385, 0.5081518292427063, -0.02313254587352276, -0.214626282453537, -0.46498849987983704, -0.21843203902244568, 0.06718988716602325, -0.35409003496170044, 0.09520294517278671, -0.6928771734237671, -0.18657012283802032, 0.17811702191829681, -0.06300606578588486, -0.29378870129585266, 0.0020045170094817877, 0.06477106362581253, -0.16432072222232819, -0.5553449392318726]	[-0.5331729 -0.08077129 -0.40105098 ... -0.34023768 -0.00752086 -0.78495985]	['16_spirit_person_appreciate_depart', '7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	coarse ascertain port surface prolongation bound sleeve basis water sand information flow operation perturbation depth given drive acid spirit meaning composition string slurry foregoing block aqueous data drilling original comply operable appreciate pump gravel drill torque control depart screen equivalent reduced quickly applicant abstract approximately piston limit valve multiplex understand sat stated running polymer interpret model vibration eccentric gel return variation learning rotary cleavable dry production equipment reservoir lower disclosed fluid casing size bit time amide surfactant controller solution speed chloride mud preceding viscosity pack realize position person reader metal outlet formation	intention drilling mineral pipe practical solver comply bentonite reduce exemplify pump variation rock prolongation determined drill calcium hydrocarbon reduced crystallization silica seismic tubing reduction designing chloride inventive slide minimization approximate borehole viscosity teaching hydraulic geologic piston valve brief acid cavity communicating reducing oil fluid cement foregoing	drilling casing polymer original model eccentric vibration surfactant comply operable pump port gravel learning rotary controller prolongation dry torque depart sand flow reduced equipment quickly applicant depth speed chloride abstract mud reservoir preceding viscosity multiplex acid disclosed spirit reader composition string metal slurry foregoing sat running formation	aqueous drilling data coarse interpret model time eccentric vibration surfactant operable appreciate pump variation gravel surface cleavable drill dry bound water depart screen information equivalent operation perturbation speed abstract reservoir lower multiplex acid position spirit person reader composition string fluid meaning outlet slurry foregoing formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation']
'US9631486B2'	'Transmitter and receiver synchronization for wireless telemetry systems'	['E21B47/16', 'E21B47/122', 'E21B47/13']	['Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves through the drill string or casing, e.g. by torsional acoustic waves', 'No data available', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency']	2015-03-27T13:00:00Z	['Erwann Lemenager', 'Guillaume Millot']	['Schlumberger Technology Corp']	['data tubing borehole generating acoustic signal transmitter location tubing acoustic signal receiver location tubing generating acoustic signal transmitter frequency bit rate acoustic signal frequency receiver synchronize receiver frequency', 'frequency synchronization successful transmit acoustic signal pass data transmitter receiver synchronization unsuccessful frequency bit rate signal basis signal data tubing borehole acoustic message data location tubing frequency bit rate selected', 'selected group bit acoustic message location tubing frequency acoustic message receiver electronics acoustic message frequency parallel bit receiver electronics frequency acoustic message group bit group bit frequency group bit rate acoustic message', 'message lower bit rate bit rate adjustment frequency acoustic message data acoustic message received synchronization successful selection algorithm converting acoustic message electrical signal transceiver acoustic attached tubing borehole acoustic', 'acoustic message synchronization frame frequency bit rate selected transceiver group multiple bit electrical signal receiver electronics acoustic parallel receiver electronics acoustic synchronization frame electrical signal bit group multiple bit', 'bit multiple bit group acoustic communication network acoustic communication channel acoustic transceiver receive acoustic message convert acoustic message electrical signal transceiver electronics transmitter electronics transceiver send acoustic', 'acoustic communication channel receiver electronics receive electrical signal indicative acoustic message synchronize parallel electrical signal bit group multiple bit decode data frame power supply power transceiver transceiver electronics related', 'related continuation ser pat incorporated related ser mar background field telemetry oil gas synchronization data control location borehole surface related difficult borehole communicate measured data borehole surface oil gas industry desirable', 'desirable communicate data surface drilling drill stem testing production reservoir evaluation testing communication desired transmit intelligence surface effect control modify accurate reliable communication particularly important complex data', 'data single measurement simple trigger signal transmission complex data desirable communicate digital testing traditionally blind fashion end tubing string days surface testing record interpretation surface testing tubing string know data sufficient', 'corrupted similarly operating testing surface tester packer obtain direct feedback type testing operator greatly benefit communication surface difficult communication cable inside tubing string flow diameter complex pass cable inside outside tubing', 'tubing cable inside tubing additional complexity case emergency disconnect offshore platform outside tubing cable easily wireless telemetry wireless telemetry acoustic electromagnetic pat pat pat pat pat pat pat pat pat pat pat pat pat pat pat pat', 'pat pat pat pat pat pat pat pat pat pat pat repetitive structure piping structure characteristic acoustic propagation frequency response channel complex experimental theoretical frequency response piping structure wave source spectrum difficult', 'difficult predict given spectrum modulation scheme choosing peak carrier frequency signal noise incoherent signal advantageous term signal noise ratio choosing carrier frequency locally flat channel response distortion advantageous maximize bit rate', 'bit rate case choosing carrier frequency requirement choosing right frequency time simple possible communicating data drill string multiple data simultaneously optimize opportunity successful receipt despite acoustic behavior drill string problem', 'problem single frequency pat clark al apparatus communicating acoustic al specifically apparatus acoustic completion liquid transmission medium tubing pipe string automatic synchronization appropriate frequency reliable data transmission tubing', 'tubing borehole data tubing borehole generating acoustic signal transmitter location tubing acoustic signal receiver location tubing generating acoustic signal transmitter frequency bit rate acoustic signal frequency receiver synchronize receiver', 'receiver frequency synchronization successful transmit acoustic signal pass data transmitter receiver synchronization unsuccessful frequency bit rate acoustic signal basis signal preferably frequency frequency synchronization successful bit rate', 'bit rate signal lower bit rate bit rate adjustment frequency data received receiver location location acoustic electromagnetic signal data tubing borehole transmitter location tubing generating acoustic signal tubing receiver location tubing', 'tubing acoustic signal transmitter transmit data frequency bit rate receiver synchronize frequency synchronization successful transmitter transmit signal pass data transmitter receiver synchronization unsuccessful transmitter signal frequency bit', 'bit rate receiver synchronize basis signal transmitter receiver typically operate accordance preferably transmitter location sending signal transmitter location confirm synchronization transmitter provided location signal location acoustic', 'acoustic electromagnetic signal transmitter receiver preferably synchronize selected transmitter adjust lower bit rate signal event receiver synchronize acoustic signal representative data acoustic signal tubing borehole acoustic signal carrier', 'carrier frequency bit rate transmitter location tubing synchronize acoustic signal multiple receiver location tubing synchronization successful data synchronized frequency signal synchronized frequency transmitter synchronization unsuccessful', 'carrier frequency bit rate basis acoustic signal acoustic signal receiver location tubing carrier frequency bit rate acoustic signal lower bit rate adjustment bit rate follow carrier frequency accordance acoustic signal multiple carrier best', 'best synchronized frequency signal transmitter carrier frequency chosen frequency sweep time frequency chosen quality determined receiver tubing brief denote schematic view acoustic telemetry schematic accordance variant hybrid telemetry schematic', 'schematic view view installation mounting mounting repeater sub mounting illustrate hybrid telemetry acoustic frequency response pipe structure flow diagram flow diagram receiver architecture particularly applicable testing oil gas schematic view', 'view formation drill string perform determine formation lined steel casing cased hole conventional manner similar unlined open hole test preferable place testing apparatus close tested able isolate convey surface commonly jointed tubular drill pipe', 'pipe drill string production tubing collectively tubing head equipment surface sea bed subsea inside zone head equipment blowout fluid power data communication packer positioned tubing seal borehole tubing region test equipment connected tubing', 'tubing packer equipment additional tester circulation firing tubing perforator gun drop flow fluid sampler packer tester valve packer equipment connected mounted gauge carrier positioned sampler tester valve acoustic transceiver transducer allow', 'allow electrical equipment converted acoustic transmission surface tubing convert acoustic control surface electrical operating equipment term data meant encompass control status variation digital schematic housing supporting piezo electric actuator', 'actuator stack driven create acoustic signal tubing mounted gauge carrier accelerometer piezo sensor acoustic act receiver piezo actuator transmitter electronics receiver electronics housing power provided battery lithium battery power supply', 'supply transmitter electronics initially receive electrical output signal sensor equipment provided electrical electromechanical interface typically digital provided signal known ways resulting signal linear nonlinear amplifier piezo stack generate', 'generate acoustic signal tubing acoustic signal tubing longitudinal flexural wave carrier signal applied modulation data received acoustic signal typically frequency range preferably range pass data rate preferably preferably data rate dependent', 'dependent noise level carrier frequency distance directed combination short hop acoustic telemetry data hub main packer packer data control hub surface module acoustic converting electromagnetic straight combination short hop acoustic', 'acoustic electromagnetic data rate designed transmit data high exist receiver electronics receive acoustic signal passing tubing produced transmitter electronics receiver electronics capable converting acoustic signal electric signal acoustic signal', 'signal passing tubing piezo stack generate electric output signal voltage acoustic signal excite accelerometer additional piezo stack generate electric output signal voltage signal essentially signal carrying digital information signal applied', 'applied signal conditioner signal converter converter signal applied preferably digital signal recover data provided sensor connected provided surface type signal applied modulation operate transmit acoustic data equipment tubing case electrical', 'equipment applied transmitter electronics operate generate acoustic signal operate receive acoustic control applied equipment case acoustic receiver electronics operate generate electric control signal applied equipment acoustic signal transmission', 'tubing location surface series repeater b positioned tubing repeater b operate receive acoustic signal tubing preceding amplify retransmit signal propagation drill string spacing repeater b depend installation selected distance signal travel typical', 'typical spacing accommodate possible testing acting repeater acoustic signal received receiver electronics output signal provided transmitter electronics drive piezo stack manner acoustic signal surface location series short role repeater detect', 'detect incoming signal decode interpret subsequently rebroadcast repeater decode signal merely signal noise case repeater acting simple signal booster implementation selected wireless telemetry positioned string repeater listen continuously incoming', 'incoming signal listen time time acoustic wireless propagate transmission medium tubing fashion say know acoustic signal coming repeater direction message preferably message message network address transmitter transmitter address destination', 'repeater interpret message message information regarding transmitter destination slightly network surface provided head connection tubing data cable wireless connection control receive data equipment control operation acoustic telemetry', 'telemetry communication surface location acoustic telemetry communication testing case b isolated b test equipment b isolated zone b b provided case operation b equipment b zone communicate communication surface control data manner hybrid telemetry', 'telemetry testing installation lower section relation equipment provided acoustic case uppermost converted acoustic electromagnetic schematic acoustic transmitter receiver electronics correspond essentially relation acoustic piezo electromagnetic em', 'em receiver transmitter electronics em receiver transmitter electronics share single typical em signal digital signal typically range preferably signal received receiver electronics data acoustic receiver acoustic transmitter drive acoustic', 'acoustic transmitter signal manner likewise acoustic signal received receiver em receiver em transmitter drive em transmitter antenna create digital em signal surface alternative acoustic transmitter receiver electronics share single digital signal', 'signal em transceiver provided surface connection control view installation hub short hop acoustic telemetry x test circulation flowmeter fluid analyzer packer packer long hop em telemetry surface em telemetry signal hub manner mounted equipment', 'equipment case common housing gauge equipment housing positioned recess outside section tubing provided equipment commonly gauge carrier securely housing gauge carrier acoustic signal tubing typically piece equipment short hop acoustic transmission', 'hub long hop em telemetry long hop acoustic telemetry repeater hard wired equipment able receive data control equipment operable packer valve choke gun firing head appropriate sampling instructed activate pump flow transmit data surface data memory', 'memory surface likewise memory acoustic telemetry signal mounting repeater tubing case provided elongate housing outside tubing installation tubing physical signal path alternative mounting repeater case mounted external recess tubular sub drill', 'sub drill string adjacent drill pipe tubing multiple mounted sub redundancy wireless communication surface combining electromagnetic acoustic wave wired communication locally case offshore advantage hybrid combining telemetry advantage best', 'best telemetry single telemetry single zone testing land offshore case deep offshore communication link established floating platform equipment packer distance rig floor platform considerable sea water depth need jump long hop rig floor equipment', 'equipment communicate locally short hop zone short hop communication distributed communication long hop individual constitute equipment installation short hop communication measurement data gauge fluid status activation multiple firing multiple', 'multiple packer activation tubing tester valve reversing valve telemetry wireless deployment cost reliability point view low frequency electromagnetic propagate far little attenuation formation higher formation resistivity longer wireless', 'wireless communication range main electromagnetic wave communication relate long communication range independence flow tubing string configuration acoustic wave propagation tubing string small power effective high frequency sonic wave case main type', 'main type acoustic wave communication relate small footprint medium data rate wireless communication electrical optical cable technology predictable communication channel energy digital communication electrical optical cable wireless telemetry', 'telemetry costly difficult deploy cable rig time subsea tree especially case temporary installation test case single zone testing appropriate topology hybrid communication cable optical electrical rig floor electromagnetic wireless communication', 'equipment acoustic communication local bus communication combine telemetry place telemetry parallel improve reliability redundancy represent communication parallel electromagnetic acoustic wireless communication transmit data wellhead cable wellhead', 'wellhead rig floor common communication essentially similar hub relation electromagnetic acoustic wireless cable provided location acoustic wireless signal selection communication channel surface common node multiple exist surface data status', 'status surface event communication loss segment channel alternate path common protocol transmitter message control signal data signal sequential belonging n communication preferably receiver parallel synchronization simultaneously incoming protocol', 'protocol f f scheme parallel receiver transmitter initially signal frequency f receiver synchronize multiple f f attenuation distortion signal frequency unable synchronize signal f send signal transmitter starting transmit given frequency', 'frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'frequency detection synchronization frequency f carrier frequency chosen transmission b carrier frequency chosen transmission b selection initial transmission frequency preferably chosen past experience automatic mechanism beginning communication', 'mechanism frequency time tubing string recording incoming frequency n best quality amplitude ratio spectrum flatness spectral estimate communication channel assuming chosen likely carrier frequency n n small attenuation distortion schematically', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'multiple succeed synchronize signal frequency synchronized frequency synchronization correlation parallel synchronization multiple simultaneous synchronization successful synchronized frequency beginning received signal known frequency phase carrier', 'carrier frequency offset signal data incoming signal multiple best frequency highest correlation ratio proceeds decode data best frequency bit rate receiver synchronize single given bit rate bit rate varied signal channel unusually noisy receiver', 'receiver work avoid receiver synchronize lower bit rate belonging transmitter try transmit high bit rate case failure transmit successively lower bit energy bit higher bit rate bit ratio addition signal reduced received acoustic signal distorted', 'distorted channel complexity receiver data rate communication robust particularly testing case isolated separate testing zone zone send data hub uppermost packer case zone operate independently synchronization zone hub forwarding surface likewise', 'likewise control surface sent zone operate independently concert multiple redundant telemetry acoustic em quality related communication quality best communication path selected appreciate possible materially']	71	[2, 2, 2, 2, 2, 2, 2, 2, -1, 21, -1, -1, -1, -1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, 42, -1, -1, -1, 2, -1, -1, 2, 2, 2, -1, 2, 2, 2, 2, -1, -1, -1, -1, 2, 2, 2, -1, -1, 43, 29, -1, -1, 7, -1, -1, -1, 46, -1, 6, 44, -1, 44, 44, -1, 44, 44, -1, -1, -1, 2]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis']	[0.11517725395787401, 0.008090842379466733, 0.23515461046350336, 0.08396290750723057, 0.03299927008188033, 0.0036042513176187648, 0.015064947627708967, 0.020650493048531574, 0.010786991755872088, 0.007417455690094018, 0.017658762367022175, 0.004381174883986098, 0.0034501471627106733, 0.011286777347678927, 0.006743169085610633, 0.0066954704183426455, 0.007044290715346024, 0.003817998280028821, 0.0081544053342792, 0.0199580784043006, 0.00766663678920358, 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0.12920455634593964, 0.5102675557136536, -0.1474575251340866, 0.01576370932161808, 0.13175144791603088, 0.2937994599342346, -0.00011211591481696814, -0.5223439335823059]	[-0.8174447 0.01497043 0.13731189 ... -0.3221478 0.41708636 -0.8294111 ]	['21_relatively_low_score_high', '2_seismic_rock_data_modeling', '29_transducer_backing_canister_acoustic', '46_difficult_consuming_pipe_damping', '7_bound_lower_multiplex_variation', '-1_data_drilling_information_formation', '44_frequency_receiver_synchronization_transmitter', '43_gun_response_curve_firing', '42_known_simulator_recently_response', '6_network_wireless_interface_display']	frequency transducer coarse location curve label response relevance exploring mechanically surface prolongation processor bound outer basis ordered modeling information parallel failure hydrocarbon flow operation transient received perturbation atmospheric depth given sweet execute switch card approximate local physics mobile transmission generating display electromagnetic low string shot network difficult block sensor telephone interface data drilling original amplitude subsea pipe petroleum canister pump determined drill acoustic control reduced tester digital complicated firing echo geologic typically approximately gas machine weighted multiplex domain typicality circuit communication offshore sat chosen array signal running simulator recovery costly preferably model vibration graphics reproducibility hazardous trace drum known problematic test variation installation learning tuned dry remedial production input area uncertainty diverse excitation equipment seismic transmitter measured high confident reservoir damping ratio attenuation score synchronization energy lower subterranean gradient consuming impossible fluid inner tension active measurement recently informative output receiver geological interferometer mounting perform casing backing collectively time printer synchronize complex inversion gun predict longitudinally wired rock unlabeled contact program access cellular formation solution speed cylindrical analysis perforation satellite relatively healing wireless function fired oil flexible ranked	transducer wirelessly processor prolongation cell hydrocarbon reduction minimization approximate hydraulic physics ambiguous mobile low shot cement sensor drilling petroleum drill acoustic accelerometer huge login computer reduced harsh tester firing complicated geologic gas spectral signal simulator costly model explosive solver hazardous tested acoustically problematic variation expensive correlation uncertainty excitation testing seismic scanner measured timing borehole synchronization ultrasonic informative shale geological silicone interferometer synchronize compressional conditioner gun detection reduce wired rock electronics temporary router unlabeled cellular tubing cylindrical estimation metallic converter brief healing telemetry geophysical bad fired reducing oil wireless quality	transducer curve label mechanically processor prolongation outer failure flow hydrocarbon transient depth atmospheric switch card local physics mobile electromagnetic low string shot telephone sensor interface drilling data original amplitude subsea petroleum canister pump acoustic reduced tester echo gas multiplex domain typicality offshore sat array running simulator recovery costly preferably model vibration graphics reproducibility trace drum problematic learning tuned dry remedial equipment seismic transmitter high reservoir damping score synchronization energy subterranean gradient tension informative receiver geological interferometer casing perform printer gun longitudinally speed satellite healing wireless function fired oil flexible formation	frequency transducer coarse location curve label response relevance mechanically surface processor bound outer modeling information failure hydrocarbon operation perturbation switch card approximate local mobile transmission display low network difficult sensor interface data drilling subsea pipe petroleum canister pump drill acoustic digital complicated geologic gas multiplex typicality circuit offshore signal simulator model vibration trace known problematic test variation dry remedial area uncertainty diverse excitation seismic transmitter measured high reservoir attenuation score synchronization lower impossible fluid active measurement receiver interferometer backing printer time gun rock unlabeled wireless oil flexible formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Oil and Gas Reservoir Response Modeling with Tuned Simulator and Measured Data Analysis', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Generating Measured Response Curve with Firing Gun Transmitter', 'Active Acoustic Transducer Array for Atmospheric Echo Measurement in Cylindrical Canister Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'simulator model tuned meaning response simulator model response known measured data substantially known response known reservoir simulator model predict response oil gas reservoir response recently measured data recall recently measured data data', 'apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic contact outer surface transducer exert radial transducer environment', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data available response oil gas reservoir response recently measured data oil gas reservoir known measured data known oil gas reservoir known response known oil gas reservoir building simulator model b data geological data simulator model simulator', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'surface location disclosed processor memory medium executed processor perform generating measured response curve response measured sensor response firing gun function measured response curve determined approximate curve function brief briefly noted', 'exposed higher atmospheric apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic canister outer surface transducer exert', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'curve data surface location running gun sensor processor transmitter firing gun generating response measuring response sensor generating processor measured response curve response processor approximate measured response curve generating processor', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'error measured response curve approximate curve gun transmitter memory media executed perform generating measured response curve response measured sensor response firing gun approximate measured response curve generating approximate curve measured', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'simulator model known measured data generating response simulator model known measured data transient test data test data gradient data response simulator model known response known oil gas reservoir simulator model response substantially known', 'operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'acoustic acoustic coupling layer transducer canister acoustic coupling layer silicone transducer array active collectively disposed substantially cylindrical outer surface backing active independently emit acoustic excitation receive echo perform', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US9134457B2'	'Multiscale digital rock modeling for reservoir simulation'	['G01V20/00', 'G01V99/005']	['No data available', 'Geomodels or geomodelling, not related to particular measurements']	2011-02-28T14:00:00Z	['Weishu Zhao', 'Tuanfeng Zhang', 'Neil Francis Hurley']	['Schlumberger Technology Corp']	['digital rock modeling data modeling chosen conventional pore flow modeling statistics combine conventional core electrical borehole create numerical reservoir rock type effective populate effective flow populate scale scale outcrop sequence', 'sequence stratigraphy forward stratigraphic diagenetic combined improve flow stage representative rock digital rock modeling data reservoir rock upscale digital rock modeling data digital rock modeling data combining digital rock modeling data', 'data source data generate digital rock modeling data heterogeneity scale upscale digital rock modeling generate digital rock modeling data digital rock modeling data digital rock modeling data generate digital rock modeling data digital rock', 'rock modeling data reservoir rock digital rock modeling data source data selected group logging drilling data nonvertical geophysical seismic source data logging drilling data nonvertical source data statistics digital rock modeling data generate', 'generate digital rock modeling data selected group capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n digital rock modeling data data digital rock modeling data statistics digital rock', 'rock modeling data representative digital rock modeling data pore scale selected group capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n digital rock modeling data pore geometry selected', 'selected group laser scanning fluorescence microscopy ion electron microscopy injection capillary nuclear magnetic resonance digital rock modeling data strategically selected core chosen conventional data core data spacing conventional data slice', 'slice spacing building flow model heterogeneous digital rock modeling data selected group capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n digital rock modeling data selected group', 'group sequence stratigraphic modeling outcrop facies proportion seismic forward stratigraphic modeling diagenetic modeling modeling statistics modeling reservoir rock selected group igneous metamorphic digital rock modeling data generating digital', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'modeling data digital rock modeling data combining digital rock modeling data source data upscale digital rock modeling generate digital rock modeling data digital rock modeling data digital rock modeling data generate digital rock modeling data', 'data digital rock modeling data pore geometry data technique selected group laser scanning fluorescence microscopy ion electron microscopy injection capillary nuclear magnetic resonance digital rock modeling data selected group capillary resistivity', 'indices relative water irreducible water residual oil recovery cementation saturation n generating digital rock modeling data digital rock modeling data generate digital rock modeling data data nonvertical upscale digital rock modeling data digital', 'digital rock modeling data combining digital rock modeling data source data digital rock modeling data digital rock modeling data upscale digital rock modeling generate digital rock modeling data digital rock modeling data digital rock modeling data', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'indices relative water irreducible water residual oil recovery cementation saturation n generating digital rock modeling data digital rock modeling data generate digital rock modeling data upscale digital rock modeling data generate digital rock', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'forward stratigraphic modeling diagenetic modeling modeling statistics modeling digital rock modeling data selected group capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n generating', 'digital rock modeling data related matter specification matter commonly assigned build digital porous media laser scanning confocal statistics ser quantify discrete pore surface confocal ser geological formation traversed borehole ser generate', 'generate numerical borehole digital rock statistics ser build digital porous media combination high data statistics pat petrographic image analysis determine capillary porous media pat determine representative porous media publication incorporated', 'field specification generally reservoir rock particularly specification digital rock modeling data background reservoir modeling building digital representation reservoir pertaining ability store produce reservoir static dynamic static rock porosity', 'porosity permeability capillary seismic change significantly time dynamic incorporate fluid change time flow oil gas water reservoir modeling magnitude ranging pore micron borehole scale reservoir complex heterogeneous scales major goal petroleum', 'petroleum industry reservoir v p hereinafter l j reservoir flow review recent progress th international forum reservoir june p hereinafter conventional start reservoir model typical fluid flow handle biggest challenge type commonly difficult', 'difficult preserve essential geologic resulting coarse heterogeneity variation rock function location reservoir formation heterogeneous mineralogy grain type size depositional environment porosity permeability natural vary place place heterogeneity', 'formation evaluation reservoir occupy enormous core log control typical grid block reservoir simulator numerical represent rock scale core confocal represent smaller model layered model zero thickness case bed pinch spacing log reflect known', 'known thickness rock capture commonly millions converting rock fine scales scales assign suitable porosity permeability flow grid block j j r lake l w reservoir influence ultimate recovery lake l w h b reservoir characterization academic press p', 'press p hereinafter reservoir handle large typical reservoir common statistics representative volume rev digital rock modeling blunt generate pore h blunt j prediction permeability porous media reconstructed statistics physical review e v p h blunt', 'p h blunt j pore reconstruction statistics journal petroleum science engineering v p h blunt j pore reconstruction vuggy statistics water research v assume horizontal view vertical view generate model assumption model capture rock heterogeneity', 'depict true pore geometry model carbonate facies p depositional facies carbonate insight modern bulletin v p generate numerical rock hurley n f w numerical modeling heterogeneous dynamics th annual logging symposium june hereinafter representative', 'volume rev area rea applied outcrop photo r j lewis j j geological modeling effective permeability complex facies preprint th annual technical conference exhibition p rev relation work outcrop h h permeability complex tidal mathematical geology v p', 'v p h h reservoir characterization flow tidal bulletin v p concept rev digital rock questionable r w e pore scale study flow porous media scale dependency rev statistical rev geophysical research v p h k heterogeneity assessed international', 'symposium soc core paper p variance concept rev coarsen upscale reservoir theory reservoir lambert academic p hereinafter built approach known chain monte k van j g z j k j young x stochastic heterogeneous porous reservoir transport porous media v p', 'media v p building composite pore section resolution k van j z j g k validation pore reconstruction prediction flow carbonate paper international symposium society core abu p possible approach refine scale image equivalent resolution finer scale', 'scale combine volume single model finer scale image superimposed scale image structure id pat upscale permeability computational grid pat estimate geologic formation log data nuclear magnetic resonance resistivity directional formation property', 'property directional property log pat populate dimensional reservoir framework constant reservoir property pat reservoir build digital porous media reflected laser scanning confocal statistics build digital porous media laser scanning confocal', 'confocal microscopy statistics rev concept generate borehole generate numerical conventional statistics digital rock modeling data reservoir rock provided combining digital rock modeling data source data generate digital rock modeling data', 'data heterogeneity reservoir rock preferably digital rock modeling data source data preferably logging drilling nonvertical geophysical seismic statistics preferably porosity permeability capillary relative permeability resistivity indices water', 'water irreducible water residual oil recovery cementation saturation n digital rock modeling data preferably statistics representative digital rock modeling data preferably digital rock modeling data porosity permeability capillary relative', 'relative permeability digital rock modeling data preferably conventional tomography scan data core spacing data slice spacing data preferably identify rock known facies facies preferably laser scanning fluorescence microscopy resolution resolution', 'resolution ion electron microscopy resolution closely spaced serial injection capillary nuclear magnetic resonance digital rock modeling data generate digital rock modeling data porosity permeability capillary relative permeability brief noted', 'noted nonlimiting exemplary represent similar setting digital rock modeling reservoir carried block diagram showing reservoir block diagram showing digital rock block diagram showing digital rock diagram showing digital rock block diagram showing', 'showing flow chart showing preliminary carried prior reservoir flow chart showing advanced digital core analysis numerical flow flow chart showing distribute facies model illustrate flow chart showing upscale exemplary limit applicability', 'configuration exemplary exemplary function arrangement spirit given block diagram obscure avoid noted individual flow diagram data flow diagram structure diagram block diagram sequential parallel concurrently addition additional particularly occur', 'occur correspond function function termination return function calling function main function manually automatically manual automatic executed hardware hardware combination program code code perform machine readable medium perform setting digital', 'digital rock modeling reservoir carried nearly horizontal reservoir surface logging truck logging similarly logging truck logging nearly horizontal realize vertical logging borehole coring fluid sampling resistivity nuclear borehole seismic sonic', 'sonic logging electromagnetic em data logging trucks center central carrying data center storage input output user display user input center location remote center data digital rock modeling core analysis data surface seismic data digital rock', 'rock develop perform heterogeneous range size pore micron borehole scale scale calculated digital rock adjacent smaller scale populate scale coarse scales digital rock employ statistics representative modeling approach spatial geological reservoir', 'reservoir property conditioned honor known measured rock capture rock heterogeneity variance measured property porosity permeability core modeling strategically chosen conventional employ laser scanning fluorescence microscopy ion electron', 'electron microscopy image injection capillary nuclear magnetic resonance data available independent ways quantify modify analyses preferably rev facies segmentation binary occur create realistic arbitrary size shape pore directly flow modeling', 'modeling converted flow modeling numerical special core analysis data populate combine conventional core electrical borehole create numerical determined distributed facies numerical analyses rev flow modeling effective populate scale seismic', 'seismic statistics logging drilling populate digital rock effective flow scale populate scale scale outcrop sequence stratigraphy facies proportion forward stratigraphic diagenetic combined improve flow approach better fluid recovery hydrocarbon', 'suitable lithology igneous metamorphic scale calculated transferred scale populate digital rock digital rock modeling reservoir digital rock built seismic data goal create digitally represent pore heterogeneous rock scales approach valid igneous', 'igneous metamorphic scales disclosed recurring digital rock modeling statistics representative statistics spatial geological reservoir property conditional known measured rock fixed hard data absolutely modeling training quantitative model', 'model subsurface representative rev reservoir modeling hydrology rev volume yield consistent acceptable variance property porosity permeability approach determine volume needs run flow model upscale major goal digital rock modeling build statistics', 'combine laser scanning fluorescence microscopy relatively large laser scanning fluorescence microscopy pore quantitatively capture microporosity compute capillary tomography small commonly diameter core detect pore typically size arms c h j p sok r', 'j p sok r w v g f digital core laboratory reservoir core derived preprint conference modeling asset management march pore resulting size tomography small commonly micron sized core detect pore typically size pore resulting size ion electron', 'electron microscopy thinning create closely spaced multiple serial build submicron scale resolution typically scale injection capillary progressive injection commonly plug steadily increasing j b capillary exploration development geology bulletin v', 'v p e relationship porosity permeability derived sandstone bulletin v p pore size size generally note generally pore filled low injection ideal size nuclear magnetic resonance interaction hydrogen nuclei magnetic field g r l g logging energy p', 'energy p transverse relaxation time distribution distribution distribution rock partition porosity micro meso r j n sun h c j textural evaluation carbonate preprint th annual logging symposium p constrain digital rock facies l core permeability', 'relevance conventional core characterization potential measurement marine petroleum geology v p k p k w modeling vuggy carbonate reservoir bulletin v p commonly characteristic resistive conductive conductive correspond porosity permeability flow', 'flow continuity conductive resistive complex generate pore compute representative individual facies capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n numerical especially laboratory', 'populate major goal digital rock modeling build flow heterogeneous borehole conventional spacing run core training numerical degree borehole wall filling borehole image hurley n f generate borehole statistics preprint middle east oil gas conference', 'march rock heterogeneity volume hard data constrain numerical capture permeability variation segment digital rock appropriate facies b validate facies absolute permeability c identify sampling generate numerical conventional borehole image generate', 'generate cell porosity permeability quantitatively capture rock heterogeneity borehole scale eclipse flow numerical compute effective capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n key', 'n key rock major goal digital rock modeling statistics data seismic geophysics capture heterogeneity flow provided numerical logging drilling data especially neutron density acquired horizontal outcrop cyclic known hole effect occur porosity', 'porosity permeability stratigraphic j c v story hole effect association newsletter p hereinafter j c b scales lateral heterogeneity dolomite determined outcrop reservoir modeling bulletin v p hereinafter occur statistics data heterogeneous structure', 'structure help populate region numerical run reservoir rock multiple selected porosity numerical populate digital rock depict spatial variance data plotted function distance data log data horizontal map spatial variability scale seismic amplitude', 'amplitude acoustic impedance commonly relate porosity soft data constrain volume geophysics em electromagnetics seismic tomography constrain property volume generate eclipse flow numerical populate flow effective capillary resistivity indices', 'indices relative water irreducible water residual oil recovery cementation saturation n key rock scale major goal scale digital rock modeling build static reservoir outcrop sequence stratigraphy forward stratigraphic help populate sequence', 'sequence stratigraphy field study seismic log fossil outcrop data local regional global scales sedimentary framework sedimentation relative tectonic eustatic effects approach correlate strata predict stratigraphy relatively unknown sequence', 'sequence stratigraphy evolution interpretation potential source reservoir frontier mature hydrocarbon neal j vail p sequence global theory local success review issue p rock exposed surface earth analogous depositional subsurface help static forward', 'forward stratigraphic realistic stratal hydraulic apply sediment transport deal subaqueous transport organic growth depict thickness rock thickness given porosity facies proportion core estimate constrain relative facies layer seismic amplitude', 'amplitude acoustic impedance commonly relate porosity soft data constrain volume diagenetic simulate cementation compaction diagenetic accompany burial sediment range reaction transport thermodynamics kinetics texture composition burial history', 'history original sediment model petroleum commonly scales oil petroleum combination geologic generate store charge trap timing hydrocarbon generation migration loss statistics statistical family spatial statistical interpolation generate conditional', 'discrete variable geological facies training f r bivariate academic v p hereinafter realistic constrained data unlike conventional point training image quantify complex depositional exist studied training final local data collected prior geological', 'training reservoir modeling evaluate uncertainty prior training addition categorical deal continuously variable training spatial distribution porosity available handle training categorical efficient algorithm concept search tree store template', 'template training image conditional complex geological multiple point statistics mathematical geology v p code magnitude faster original algorithm local training image categorical group local pattern classes training image pattern classification', 'spatial pattern unpublished dissertation university alto pattern proceeds basis classification honor absolute hard data acquired trend reservoir study training main driver approach issue raised implicitly current generate training training seek', 'seek model reproduce real geological possible derived geologically meaningful representative representative rev deal heterogeneity reservoir modeling rev volume yield consistent acceptable variance property porosity permeability approach upscale', 'upscale rock fine coarse scales accomplished volume needs run flow model rev need heterogeneity rock type scale concept rev bear j dynamics porous media p hereinafter bear u volume porous media centroid p u considered single pore grain u v volume n', 'volume n ratio volume fractional porosity large u minimal porosity function volume volume porosity increase especially size single pore fractional porosity centroid p lie grain porosity u value u rev porosity significant porosity minimal brief u', 'brief u sufficient effect significant influence value n bear rev approach porous medium fictitious continuum structureless substance point assign kinematic dynamic spatial point time bear note rev porosity differ rev permeability rev static dynamic', 'dynamic vary best rev determined rev determined rock property porosity large volume variance porosity function subsample volume scale ranging available power statistics generate size shape help compute volume area thickness smaller micron extracted', 'extracted volume determined scale smaller extracted volume determined regardless scale independent nonoverlapping porosity variance chosen cutoff volume rev flow modeling rev sufficient yield representative generalized approach rev determination', 'rock property model large block rock randomly select subsample given small size block randomly select nonoverlapping subsample size repeat times increase subsample size similar plot rock property subsample size variance mean function subsample size', 'size variance acceptable rev rock property study provided create digital rock upscale pore borehole scale depending available block diagram showing reservoir block diagram time sequence left right build laboratory digital rock upscale pore borehole', 'borehole scales pore scale borehole scale scale scale carried note arrow preferably conventional data aid facies scale help determine drill core numerical p c k rel porosity permeability upscale pore scale borehole scale arrow arrow numerical p c k', 'p c k rel porosity permeability upscale borehole scale scale finally arrow numerical p c k rel porosity permeability scale upscale field scale modeling field block diagram showing digital rock conventional closely spaced slab allow segment', 'segment strategically chosen core context represent facies facies laser scanning fluorescence confocal microscopy combined numerical pore carry scale borehole block diagram showing digital rock numerical integer assigned facies dense rock matrix', 'matrix resistive conductive conventional rock training quantitative guide modeling borehole scale derived borehole image surround numerical cylindrical condition segmentation conventional discrete facies data numerical preferably absolutely', 'heterogeneity digital rock image data confirm given numerical numerical facies porosity permeability capillary relative permeability provided numerical bulk effective numerical capillary resistivity indices relative water irreducible water residual', 'residual oil recovery cementation saturation n populate digital rock scale grid diagram showing digital rock statistics horizontal rock combined seismic geophysics capture heterogeneity scale multiple digital rock multiple porosity populate', 'populate numerical block diagram showing forward stratigraphic modeling facies proportion statistics honor data forward stratigraphic model training image facies probability cube statistics modeling sequence stratigraphy outcrop seismic develop', 'develop static model diagenetic modify early late deposition burial flow chart showing preliminary carried prior reservoir definition reservoir rock preferably conventional log analyses identify facies rock given field generally exercise works best', 'best combined porosity permeability conventional porosity permeability analyses acquired core core analyses core conventional log analyses interpret borehole compare geological facies core correlation good neural distribute facies length borehole', 'borehole modeling flow chart showing advanced digital core analysis numerical flow key preferably electrical borehole image added come elemental spectroscopy nuclear magnetic resonance mineralogy porosity partitioning macro meso microporosity', 'respectively conventional distance acquired chosen data grid spacing acquired core wide range absolute grid point data lead proper segmentation b validation c identification sampling data registered slab face conventional combination choose', 'choose subsample suitable milling core plugging drill strategically chosen core distinctive facies submit micron micron laser scanning fluorescence microscopy b laboratory porosity permeability k rel preferably data acquired reservoir rock facies', 'facies important laboratory validation rhodamine b laser scanning fluorescence microscopy verify rev facies laser scanning fluorescence microscopy segment especially significant porosity lie resolution threshold build approach compute numerical', 'numerical capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n populate numerical run resolution better confocal training hard data build composite total porosity facies numerical directly', 'directly pore flow derived pore borehole image available generate interval cored create numerical borehole numerical populate digital rock numerical confirmation numerical determine effective capillary resistivity indices relative water irreducible', 'water residual oil recovery cementation saturation n conventional flow eclipse possible validate determined numerical run lab run multiple run porosity integrate reservoir fluid field data run flow modeling flow chart showing distribute facies model', 'model stratigraphic profile horizontal density data determined statistics stayed stratigraphic layer look hole effect indication spatial build porosity area porosity combined digital determined numerical appropriate appropriate porosity confirmation', 'multiple numerical run numerical porosity numerical data numerical porosity heterogeneity seismic available seismic data input facies distribution seismic correlate porosity soft data constrain rock constrained area geophysical data em', 'data em electromagnetics seismic tomography available porosity permeability heterogeneity porosity secondary effective capillary resistivity indices relative water irreducible water residual oil recovery cementation saturation n volume conventional', 'flow eclipse scale modeling illustrate flow chart showing upscale work flow effective numerical populate built static independently distributed framework outcrop available constrain facies facies lateral subsurface static model outcrop assist', 'assist modeling generating training available place field regional context source rock reservoir trap seal burial history effect diagenesis important log tops facies sequence core logged given field facies proportion cored logged facies vertical', 'vertical succession determined chain analysis similar approach key facies parameter seismic forward stratigraphic model visualize hydraulic transport organic growth thickness gross interval roughly match layer facies facies cored arbitrary field', 'field lithology grain size proxy facies core core log layer b facies c facies training image facies probability cube soft data facies probability cube training layered comparable facies facies variable strata architecture training field diagenetic', 'depict porosity permeability function cementation compaction burial exemplary modification variation inventive disclosed connection recognize variety spirit']	110	[2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, -1, 2, -1, 2, -1, -1, -1, -1, -1, -1, -1, 2, 2, 2, 2, 2, 2, 2, 3, -1, 45, -1, -1, 2, 2, 2, 2, -1, 2, 2, -1, 2, -1, 2, -1, -1, 2, -1, -1, 2, 2, -1, -1, -1, -1, -1, 2, -1, 2, -1, 2, -1, -1, -1, -1, -1, -1, -1, 22, 2, -1, 2, 2, -1, -1, 2, -1, 2, 2, 2, -1, -1, 2, -1, -1, 2, -1, 2, -1, 37, -1, -1, 3, -1, -1, -1, -1]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid 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]	['45_produce_product_automatically_separately', '2_seismic_rock_data_modeling', '37_facies_rule_depositional_stratigraphic', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production']	frequency curve response surface dispersion modeling prediction information flow rev depth sweet execute user code physics selected string thickness observation cement block longer discontinuity data drilling amplitude petroleum pump drill acoustic statistically execution control parameter occurrence assign decision digital facies geologic sedimentary depositional stratigraphic spectral domain produce probability applied signal model likely test clustering learning separately production divided equipment arrival seismic ratio reservoir comprised threshold attenuation score laborious subterranean core module fluid receiver geological value casing annulus sampling time fitting apparatus stage conditioner inversion final rock desired unlabeled automatically pattern cluster product independently analysis saved panel evaluation considerable manually function rule calculating formation need	discontinuity geological drilling data porosity sampling incremental petroleum algorithm error rock processor dispersion lithology drill statistically remedial acquired prediction hydrocarbon reduced seismic tubing product execute analysis comparator borehole spectrometry industry geologic hydraulic depositional physics sedimentary projection reflector stratigraphic spectral laborious manually produce geophysical matrix oil fluid reducing cement predictive calculating removing shale	longer geological drilling casing data annulus amplitude model sampling stage conditioner petroleum test final learning separately dispersion acoustic statistically execution unlabeled parameter prediction flow automatically assign equipment arrival rev pattern seismic depth ratio reservoir saved evaluation facies sedimentary depositional physics score stratigraphic spectral laborious domain subterranean produce string fluid thickness cement formation receiver	discontinuity frequency data drilling casing amplitude model time curve stage conditioner likely petroleum response test final rock surface dispersion drill acoustic execution production modeling unlabeled information equipment arrival seismic cluster product digital execute user ratio reservoir facies geologic attenuation depositional sedimentary stratigraphic spectral laborious produce core module fluid thickness rule probability signal formation	['Streamlined Automated Production Process for Desired Products', 'Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Stratigraphic Depositional Facies Prediction Rule Applied Using Weighted Probability Cluster Matching', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'threshold thickness rule applied facies data automatically depositional facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule statistically significant core depositional facies machine learning sedimentary facies prediction', 'facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule assign statistically significant core depositional facies prediction', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid']
'CA3010283C'	'Machine learning for production prediction'	['E21B44/00', 'E21B41/00', 'G06N20/00', 'E21B43/006', 'G06N3/02', 'E21B2200/22', 'G06N20/20', 'G06N3/08', 'G06N5/01']	['Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions', 'Equipment or details not covered by groups E21B15/00 - E21B40/00', 'Machine learning', 'Production of coal-bed methane', 'Neural networks', 'Fuzzy logic, artificial intelligence, neural networks or the like', 'Ensemble learning', 'Learning methods', 'Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound']	2016-12-29T14:00:00Z	["Daniel D'souza", 'Gabriel MAHER']	['Schlumberger Canada Ltd']	['production prediction target production time series training production history production history curve training production history fitting function fitting selected machine learning training fitting function target production prediction fitting', 'fitting fitting function compute production prediction curve target production prediction curve production prediction target field target unknown production data production time series training field production history training known production data', 'data production time series time series data training production time production history correspond training training production history fitting function fitting machine learning training fitting function target mechanical operating define operating', 'operating condition fitting fitting function compute production prediction curve target production prediction curve user analysis decision related production field production history curve production history scaling factor scaling production history', 'history curve production history scaling factor production time series selected group gas production data water production data fitting function shape production history select fitting function graphical representation similar production history', 'history fitting function statistically fitting operation production history select fitting function residual value machine learning executed neural network training target methane production prediction target field target unknown production data', 'data data repository production time series training training known production data computer processor operatively connected data repository perform computer readable medium computer executable program code production prediction target executed', 'executed computer processor machine learning production prediction moon background coalification organic matter large gas coal internal coal large internal surface area coal store large gas generically known methane production methane technological', 'environmental water drawn lower methane flow coal bore development gas water produced operation storage equipment additionally gas produced area comply delivery provided production prediction target field target unknown production data production', 'time series training field production history training known production data production time series time series data training production time production history correspond training training production history fitting function fitting machine', 'machine learning training fitting function target mechanical operating define operating condition fitting fitting function compute production prediction curve target date received production prediction curve user analysis decision related production', 'field provided production prediction target field target unknown production data data repository production time series training training known production data computer processor operatively connected data repository perform b provided computer', 'computer readable medium computer executable program code production prediction target executed computer processor c general directed production prediction target production prediction target production time series training production history', 'history production history curve training production history fitting function fitting selected machine learning la date received training fitting function target production prediction fitting fitting function compute production prediction curve', 'curve target production prediction curve technology brief schematic view field approximate production prediction diagram accordance accordance accordance computer accordance consistency technology technology date received avoid unnecessarily ordinal', 'ordinal adjective noun ordinal imply create limit single expressly disclosed single terminology ordinal distinguish distinct encompass succeed precede general applied related gas water production information accordance technology specifically', 'accordance technology production time series given input production prediction curve applied combining field data analyze available production prediction curve production data life analyze multiple production time series production data multiple', 'multiple computer learning determine multiple time series production future production quantitative forecasting production output technical economic strategy equipment operation applied single target scaled multiple target production prediction', 'estimation accordance technology technology predictive analytical prediction related similar accordance technology computer readable medium previous clustering phase specifically data stage machine learning stage production directly computer', 'computer readable medium accordance technology schematic view cross section field technology field field type field repeated substituted considered geologic sedimentary basin subterranean subterranean formation geological formation multiple', 'multiple geological sandstone layer shale layer sandstone layer limestone layer fault plane extend formation geologic sedimentary basin rock subsurface reservoir rock seal formation shale layer act base seal survey data acquisition measure formation', 'formation operating field generally survey field field field directed surface specifically production operation production production fluid storage facility fluid reservoir casing production storage gathering network positioned field collect data', 'data field previously data collected surface data collection analysis data collected combination data data collected select data selectively production current data historical data real time data real time data real time later data combined', 'combined historical data analysis data separate combined single surface communicatively field management computer computer computer data received surface sent computer analysis generally computer analyze model control optimize perform management', 'field data provided surface computer provided functionality data data analysis optimization production wellsite wellsite b wellsite c result computer displayed analyst user view result display display suitable surface separate computer surface', 'surface computer combined data received surface production information information regarding operating field field land field offshore field scenario subterranean formation sea floor field data field offshore field variety offshore gathering field', 'field data computer technology repeated substituted technology considered computer data repository input data intermediate data resultant analysis data computer user interface analysis technology data repository disk drive storage semiconductor', 'storage suitable computer data storage content data repository data file linked list data sequence graphical representation suitable data structure multiple storage type physical site content temporary permanently data repository production time', 'time series production history production prediction scaling fitting fitting mechanical operating define operating condition training training known production data train machine learning target target unknown production data machine learning', 'learning indirectly production training target input data machine learning obtain approximate production target approximate production prediction water natural methane production location total depth size casing type pump extract water pump capacity', 'capacity operating speed production time series time series data production time production time series successive field production time successive field time time user run time production time series data acquisition production time series methane', 'methane gas production data water production data collected data perform analysis statistical analysis field directly modeling data act analysis production history graphical historical production data production plot production versus time', 'time production data production time series production history curve point production time series graphical representation point production time series production history curve smoothing algorithm obtain production history curve production history', 'history curve normalization algorithm obtain production history curve normalization adjust measured production history curve measured scales notionally common scale scale interval normalization production multiple training production prediction', 'graphical future production data production plot production versus time production prediction curve target machine learning production prediction curve production prediction curve machine learning algorithm production prediction curve scaled scaling', 'scaling algorithm obtain scaled production prediction curve scaling constant applied obtain proportional original proportionality constant scaling factor curve function data representation production history curve production prediction curve scaling', 'scaling factor applied data scale scaled scaling normalization production scaling applied plot scale interval compare fitting mathematical algebraic fitting function function fitted fitting function aid visualization infer data available define', 'define relationship fitting function analysis shape graphical representation select fitting function function fitted bell shaped curve exponential decay function fitted production history curve production prediction curve fitting independent fitting', 'fitting independent fitting obtain fitting fitting function fitting selected optimization obtain best fit fitting function fitting characterize production data training fitting characterize production data target fitting fitting refer independent', 'fitting function computer user interface accordance user interface graphical user interface functionality receive input user display graphical data user user interface field viewer subsurface reservoir viewer section subsurface reservoir profile', 'profile viewer completion viewer production data viewer input accordance input functionality receive input user assigned input data fitting function selection box selector function fitting machine learning selection box parameter selection box', 'box function data plotter fluid type selector parameter production prediction input selection text type field user input data additional interface interface functionality production data analysis data collection interface obtain actual production', 'time series surface connection data collection actual production time series water gas production production actual production time series surface schedule daily weekly monthly quarterly user user interface receive production data manually user data', 'user data acquisition schedule data acquisition analysis additional user interface operation economic sending expressly computer additionally analysis accordance analysis statistic processor function fitting analyzer machine learning engine', 'engine statistic processor functionality statistically analyze statistic processor inspect smooth normalize scale model extract information visualize function fitting analyzer determine fitting fitting function fitting function best fit function', 'function fitting analyzer determine fitting known statistical analysis production history curve statistically determine fitting function approximate production history curve function fitting analyzer fitting fitting function optimization fitted', 'fitted fitting function optimization minimize vertical distance point fitting function optimization minimize orthogonal distance point fitting function axes displacement point fitting function square optimize fitting fitting machine learning engine', 'engine determine fitting production machine learning engine fitting target learned relationship known fitting historical production training machine learning engine apply learned relationship determine prediction target prediction machine learning', 'learning engine computer ability learn select fitting explicitly user machine learning engine adapt finding exposed machine learning engine search historical production training look relate fitting fitting function historical production machine', 'machine learning engine adjust fitting finding apply learned historical production production machine learning engine trained fitting fitting function multiple production history obtain fitting fitting function production prediction curve surface', 'surface generate field operation control signal result computer operating production equipment noted field operation equipment field operation control signal field operation control signal control production equipment actuator fluid valve electrical', 'mechanical disposed field surface acquire field field regarding subsurface operation configuration combined create single functionality single accordance computer repeated considered block production history multiple production time series multiple', 'multiple training production history curve training training selection available historical production data historical production data statistic processor obtain production history curve production time series multiple training read statistic', 'statistic processor graphically represent production time smoothing algorithm applied production time series smoothing algorithm curve production time series production history curve trend data leaving noise variation production time series block', 'block fitting function fitting selected production history fitting function selected shape production history available fitting fitting function graphical representation similar production history fitting function selected statistically fitting', 'fitting operation select fitting function residual value residual value calculated statistic processor production history curve fitting function available fitting residual value difference production history curve graphical representation fitting', 'fitting average residual value fitting function average residual selected block fitting determined machine learning function target training target determine production prediction curve fitting fitting production target machine learning engine', 'engine trained predict fitting relationship training fitting fit production history learning learning engine training training fitting fitting function fit production history data training fitting target machine learning neighbor random forest block', 'block fitting applied fitting function compute production prediction curve target fitting machine learning fitting function selected block obtain production prediction curve target block production prediction curve production prediction curve user', 'user interface analysis decision size surface reservoir collect production water decided production prediction curve accordance sequentially appreciate executed combined executed parallel actively passively polling interrupt driven accordance', 'determination involve processor instruction interrupt received signify condition accordance determination test data value test value consistent tested condition accordance general obtain fitting multiple production block production time series', 'series training read training wi production time series methane gas water data time j value production time series time j block smoothing algorithm applied production time series obtain production history curve production time series obtain value', 'value production history curve time j block production history curve obtain production history curve production history curve obtain value history curve time j normalization dividing production history curve maximum value block test identify', 'identify training available training available production time series training read block n w w block production history determine shape production history production history training data point time training git average value time ti obtain', 'ti obtain production history curve eft average value production history curve point ti value production history point block fitting function fitting selected satisfy shape production fitting function approximate gas water selected available fitting', 'fitting block fitting function c c fitting evaluate fitting function block fitting function production history curve obtain fitting production history curve optimization relationship fitting fitting function response variable dependent variable', 'variable obtain production prediction curve production history curve training optimization value fitting allow fitting function block closely approximate methane gas water production history training store fitting training fitting square error err k', 'err k err ca ca ti fitting x c general obtain scaled production prediction curve block multiple training read wi collection xi parameter j block multiple fitting read production history curve training fitting production history curve read block', 'block machine learning trained fitting obtain fitting target machine learning algorithm neural network block trained predict block machine learning algorithm trained produce function j compute c w block fitting function plotted fitting obtain', 'obtain production prediction curve target target wi x production prediction curve target block production prediction curve scaled obtain scaled production prediction curve target scaled production prediction curve multiplying production prediction', 'curve suitable scaling factor methane gas water production prediction curve target scaled estimate maximum curve real field block scaled production prediction curve target production prediction curve target user interface analysis decision', 'decision accordance limit methane gas produced methane gas white produced extracted subsurface methane coal matrix reach ground surface large water subsurface extracted methane gas extracted drilling coal seam methane gas water extracted water dark', 'dark extracted submersible pump inner tubing water surface reservoir methane gas white extracted outer tubing sent surface gas pipeline network gas water production time series production time series variety production data wellsite production time', 'time series transferred directly computer transferred computer surface production time series received data repository computer production data actual production data field approximate production prediction production time series data analysis water', 'water production time series methane production smoothing operator applied production time series obtain production history curve block smoothing operator formula value history curve time j smoothing parameter chosen user production history curve', 'curve dividing time series maximum value obtain production history curve block production prediction curve estimation production history curve fit fitting function obtain c c f e natural fitting function f water production history curve minimization', 'algorithm obtain fitting c methane read table read table press mean mean mean mean train machine learning model predict c c target random forest machine learning algorithm trained table predict fitting c c target fitting c c production prediction', 'curve water production target function f water production time series produced target production history curve derived target test approximate production prediction analysis technique computer prediction production target production sporadic direct', 'direct prediction production output machine learning computer smoothing production history machine learning learn production directly create technique computer predict production target computer combination mobile server router switch hardware', 'hardware computer computer nonpersistent storage volatile memory random access memory ram cache memory persistent storage hard disk optical drive compact disk drive digital versatile disk drive flash memory communication interface interface infrared', 'infrared interface network interface optical interface computer circuit computer processor computer input keyboard mouse microphone electronic pen type input communication interface circuit computer network local area network lan wide area network', 'network wan mobile network type network computer output screen liquid crystal display plasma display cathode ray tube monitor projector display printer external storage output output input input output locally remotely connected computer', 'computer nonpersistent storage persistent storage computer exist input output computer readable program code perform temporarily permanently computer readable medium storage tape flash memory physical memory computer readable storage medium', 'medium specifically correspond computer readable program code executed perform computer connected network network multiple node x node node correspond computer computer group combined correspond computer node distributed connected distributed', 'computer multiple node distributed computer computer remote location connected network node correspond blade server chassis connected node correspond server data center node correspond computer processor computer processor memory node x node network', 'network client cloud computer functionality receive client transmit client client computer computer client perform computer group computer functionality perform variety disclosed computer perform communication variety active passive communication', 'facilitate exchange data representative implementation file signal socket message queue pipeline semaphore memory message passing file pertaining nonlimiting provided model serve communication channel bidirectional data transfer foremost model', 'model server data create socket server socket socket unique address binding socket server incoming connection client seek data point client obtain data server client socket client proceeds generate connection request socket unique address socket', 'socket client connection request server depending availability server accept connection request communication channel client server busy handling queue connection request buffer server ready established connection client commence response client', 'client generate data request data client obtain data request subsequently server data request server request data finally server reply data reply client data transferred commonly stream memory allocation virtual memory substantiate mechanism data', 'data multiple memory shareable segment persistent nonpersistent storage post creation shareable segment subsequently shareable segment address mounting proceeds identify grant access permission authorized write read data shareable segment data', 'data shareable segment immediately affect linked shareable segment authorized shareable segment shareable segment address authorized authorized mount shareable segment given time share data data execute computer addition data computer functionality', 'receive data user user submit data user data user text data keyboard mouse input response information regarding persistent nonpersistent storage computer processor selection user contents data regarding displayed user response selection request', 'request obtain data regarding sent server operatively connected user network user select uniform resource locator link web client user transfer protocol protocol request sent network host response request server extract data regarding selected send', 'send data request user received data regarding contents received data regarding displayed user response selection data received server link web page hyper text markup language web client displayed user data storage computer extract data data', 'data data extraction computer pattern grammar schema layout data determined position bit column position nth token data stream attribute attribute structure packet document raw unprocessed stream data context pattern stream layered structure token', 'token token type extraction criteria extract data token stream structure extraction criteria pattern extract layered structure data extraction criteria extracted data satisfying extraction criteria extracted data matching extraction criteria', 'criteria extracted extraction criteria simple identifier string query structured data repository data repository organized schema data format extracted data computer computer perform data comparison data comparison compare data b determine b b b b', 'b b b b comparison b operation related comparison arithmetic logic arithmetic bitwise logical data numerical result operation status related numerical result status numerical result positive negative zero proper reading numerical status comparison', 'executed b b b status read determine result positive b b b considered threshold satisfy threshold b b determined b b vector vector b vector vector b b binary computer implement connected data repository type data repository collection information', 'ease data retrieval modification reorganization deletion management interface define create query update administer user submit statement query statement statement select statement request information update statement create statement delete', 'delete statement statement specify data data container table record column view comparison join join count average sort ascending descending execute statement access memory buffer access index file reading writing deletion combination statement load', 'load data persistent nonpersistent storage perform respond query return user computer functionality raw data data accomplished specifically data user interface provided user interface information display computer monitor computer organize data data', 'data data user data directly user data actual data text visual representation data data model obtain notification data determine data type data data data attribute data data type determine data type framework data class local data type finally', 'finally obtain data data render visual representation data display data type data audio data audio format sound connected data user haptic haptic physical computer data user vibration computer duration intensity vibration communicate data computer', 'computer client preceding disclosed conjunction phone wrist forearm mounted computer tablet portable portable computer fixed computer server cluster high performance computer network extend functionally equivalent program']	106	[3, -1, 3, 3, 3, -1, -1, -1, -1, -1, 3, 3, -1, 3, -1, -1, -1, -1, -1, 2, 2, -1, 3, 20, -1, -1, 20, -1, 3, -1, -1, 3, 3, 3, 3, -1, 3, -1, 40, -1, 3, 3, -1, -1, -1, -1, -1, 3, 3, 3, -1, -1, 3, 3, 3, 3, -1, -1, 3, -1, 3, 3, 3, 3, 3, -1, 3, 3, 28, 3, 3, -1, 2, -1, 3, -1, -1, 3, -1, 14, 6, 6, 14, 20, 20, -1, -1, -1, -1, -1, -1, 3, -1, -1, -1, -1, -1, 3, -1, 3, -1, -1, 20, -1, -1, 6]	['data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth 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drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output 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-0.16395653784275055, -0.13821737468242645, -0.07645655423402786, -0.06612419337034225, -0.7553811073303223, -0.4097949266433716, -0.32764193415641785, -0.29088160395622253, 0.2598420977592468, 0.3685334324836731, -0.1868981570005417, -0.10122743993997574, -0.03305423632264137, -0.15639406442642212, -0.23428337275981903, -0.10964041948318481]	[-0.42697385 0.08159152 0.12578665 ... 0.18827035 -0.06385693 -0.44620088]	['6_network_wireless_interface_display', '20_computer_media_network_processor', '2_seismic_rock_data_modeling', '28_learning_training_trained_phase', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production', '40_clustering_best_depositional_facies']	node curve optimization label relevance surface processor readable iteration modeling information flow computation convolutional depth sweet removable user gate switch card code unsupervised local physics mobile display memory selected magnetic string observation disk network block telephone interface data drilling storage random petroleum pump drill acoustic phase control nonvolatile parameter computer occurrence decision digital mode statistic facies geologic depositional machine spectral domain circuit communication typicality signal volatile log truth model graphics test bus connected learning tape clustering define semiconductor production input area communicate equipment seismic flash reservoir score subterranean core module architecture fluid active trained floppy optimum output receiver ram geological perform casing printer pool time sampling fitting apparatus article note conditioner medium share training inversion media best wired rock additional combination unlabeled program access cellular cluster inspection inclusion independently analysis satellite wireless function neural rule loop formation	pretraining computational geological learner configure data drilling chips server wirelessly sampling learn optimum optimization training cache petroleum algorithm best wired multicore rock processor controller learning combination drill optimal accelerometer semiconductor shale router cell prediction stochastic convergence login hydrocarbon computer cellular seismic tubing analysis comparator spectrometry borehole geologic hydraulic physics mobile stratigraphic electronic spectral recorder memory geophysical wireless matrix oil fluid hardware technology magnetic cement predictive trained projection configuration interface	geological log ram data drilling casing perform storage sampling model pool printer article graphics conditioner optimization label petroleum media test best clustering learning bus additional interface acoustic semiconductor input readable unlabeled parameter nonvolatile flow computer occurrence equipment convolutional seismic depth inspection flash statistic reservoir independently gate unsupervised card switch local depositional physics score mobile satellite spectral memory domain subterranean wireless neural fluid string architecture magnetic trained typicality network telephone optimum formation receiver	volatile log data drilling perform storage random model time fitting pool printer article curve conditioner optimization medium share training petroleum media test relevance best surface rock processor connected clustering drill learning acoustic phase production unlabeled modeling information area computer access convolutional seismic inspection flash digital inclusion reservoir analysis unsupervised card switch facies geologic local depositional mobile machine spectral display memory core module wireless neural fluid magnetic active disk network formation interface	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Active Learning Framework for Convolutional Neural Network Training with Relevance Inspection and Pool Labeling', 'Unsupervised Clustering Optimization for Core Depositional Facies Identification and Classification', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'active learning framework provided machine learning operate training phase active learning phase iteration training phase machine learning trained pool active learning phase machine learning generate metrics control sampling unlabeled newly added', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'inclusion optimization identify clustering best core depositional facies optimum input combination cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'training phase active learning phase iteration training phase machine learning trained pool iteration active learning phase machine learning trained previous iteration training phase generate metrics control sampling selection unlabeled selected', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'selected unlabeled ground truth ground truth newly added pool iteration training phase machine learning relevance learning inspection primary learning typicality learning relevance learning computation model trained generate relevance score', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence rule thickness', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'facies optimum input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence']
'CA2802796C'	'Method for determining spatial distribution of fluid injected into subsurface rock formations'	['G01V3/00', 'E21B47/00', 'E21B47/113', 'G01V3/24', 'G01V3/26']	['Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation', 'Survey of boreholes or wells', 'Locating fluid leaks, intrusions or movements using electrical indications; using light radiations', 'Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with propagation of electric current using ac', 'Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with magnetic or electric fields produced or modified either by the surrounding earth formation or by the detecting device']	2011-06-06T13:00:00Z	['Reza Taherian', 'Martin G. Luling', 'Thomas D. Barber', 'Barbara I. Anderson']	['Schlumberger Canada Ltd']	['spatial distribution fluid subsurface rock formation fluid rock formation fluid electrically conductive solid dispersed electrolyte electromagnetic response formation measured measured electromagnetic response determine spatial distribution fluid', 'fluid spatial distribution fluid subsurface rock formation fluid rock formation fluid electrically conductive solid dispersed electrolyte measuring electromagnetic response formation measured electromagnetic response determine spatial distribution', 'fluid rock formation measuring electromagnetic response rock formation fluid inject fluid selected times measuring electromagnetic response spatial distribution fluid generating time map spatial distribution fluid electrically conductive carbon', 'carbon carbon prior inclusion injection fluid electrically conductive metal metal prior inclusion injection fluid measuring electromagnetic response measuring electromagnetic induction response instrument disposed penetrating rock formation moving', 'moving instrument obtain induction depth measuring electromagnetic induction response induced polarization resulting presence conductive electrolyte measuring electromagnetic response electromagnetic field proximate earth surface response subsurface', 'rock formation induced electromagnetic field electromagnetic field passing electric current spaced apart pair grounded dipole response measuring grounded quadrupole receiver disposed substantially electric current alternating current switched direct', 'direct current switched direct current switching current switching current reversing current polarity switching selected sequence electromagnetic field passing electric current spaced apart pair wire measuring electromagnetic response measuring', 'measuring electromagnetic induction response instrument disposed penetrating rock formation electromagnetic field proximate surface response subsurface rock formation induced electromagnetic field spatial distribution obtain solution measuring', 'measuring electromagnetic response measuring electromagnetic response instrument disposed separate measuring electromagnetic response measuring electromagnetic response instrument disposed instrument disposed surface location induction measure', 'measure electromagnetic response propagation measure electromagnetic response spatial distribution fluid subsurface rock related applicable statement regarding federally research development applicable background field generally field spatial', 'spatial distribution time subsurface rock specifically spatial distribution fluid rock pore electrical conductivity contrast native connate fluid fluid insufficient conductivity fluid background subsurface rock flush hydrocarbon pore contamination', 'help rock environmental cleanup desirable spatial distribution fluid determined function time sufficient electrical resistivity conductivity contrast fluid fluid rock formation pore electrical resistivity formation fluid differ surrounding formation', 'formation native fluid surface borehole electromagnetic em measurement galvanic induction map spatial distribution fluid movement fluid time large contrast fluid fluid surrounding rock formation em known known impart fluid detectable physically', 'distinguish fluid fluid pore injection formation technique radioisotope fluid suitable radiation detector range detectability rock generally distance foot radiation detector need able map spatial distribution fluid spatial distribution fluid', 'fluid subsurface rock formation fluid rock formation fluid electrically conductive solid dispersed electrolyte electromagnetic response formation measured measured electromagnetic response determine spatial distribution fluid brief borehole em', 'em measuring instrument injection formation pump inject selected fluid injection formation induced polarization adjacent electrically conductive particle suspended electrolytic fluid surface em measurement spatial distribution induced polarization b', 'b electric current distribution subsurface resulting transmitter arrangement c receiver sensitivity arrangement casing resistivity measurement arrangement array induction resistivity dielectric permittivity rock formation fluid subsurface formation', 'formation em schematically fluid injection subsurface rock generally injection formation background section injection formation fluid displace hydrocarbon maintain fluid formation desirable able determine spatial distribution fluid boundary pore', 'pore injection formation pipe casing place selected depth protect fluid entry maintain mechanical integrity tubing inserted interior casing increase velocity fluid surface fluid formation tank pit surface pump fluid tank selected wellhead control', 'control hydraulic control fluid travel tubing injection formation extend depth injection formation bounded rock formation extend casing configuration meant serve fluid injection subsurface rock formation limit measurement electromagnetic property', 'property injection formation instrument extended instrument em induction resistivity measurement instrument service mark ait mark assignee em induction instrument end armored electrical cable cable insulated electrical supply electrical power', 'power instrument transmit instrument surface recording data recording cable instrument instrument contemporaneously fluid injection pack similar combination cable seal instrument conduit upper wellhead pack movement cable escape fluid wellhead land', 'land surface appreciate equipment perform similar body water lake ocean background section spatial distribution fluid fluid instrument substantial contrast resistivity fluid fluid pore injection formation relate situation resistivity contrast create', 'create detectable em phenomenon fluid electrically conductive electrically conductive produce effect measured suitable apparatus suitable conductive metallic carbon surface inductive galvanic measure spatial distribution fluid induction operating', 'operating frequency range map fluid distribution spatial distribution conductive fluid determined mathematical inversion induced polarization effect produced porous subsurface rock formation formation salt water metallic conductivity b barber sen p', 'sen p large dielectric effects induction source induction th annual logging symposium june electrically conductive fit pyrite graphite effects large dielectric effect induction transmitter frequency range induction quadrature x phase r perturbed', 'perturbed effect raw r x inverted conductivity dielectric permittivity rock formation b barber sen p r j potential gas large dielectric measured induction quadrature th annual logging symposium presence electrically conductive particle happen', 'happen transition electric current moving result ionic conduction formation water moving electron conduction electron structure result similar large dielectric induction range schematically source overvoltage result redox electrically conductive', 'particle disposed source shale metallic pyrite contact water presence electric field electric flow conduction electrolyte inside electrically conductive particle grain oxidation loss electron negative ion solution reduction uptake electron positive', 'positive ion na high dielectric accumulation electrolyte interface conductive particle electrolyte mineral interfacial induced polarization geophysics vol p data wong j electrochemical model induced polarization phenomena geophysics vol p wong j', 'p wong j induced polarization elongated mineralization geophysics vol p dielectric small volume fraction electrically conductive dispersed electrolyte magnitude dielectric permittivity effect induction derived simple induction response array', 'array induction deep sense lateral displacement axis conductivity operating foregoing conductivity scale magnitude lower end conductivity range result relative dielectric e produce observable dielectric effects induction instrument response', 'response elementary induction designed directly measure electric conductivity electromagnetic wave k induction designed square wave directly conductivity real term k calculating conductivity usually dielectric permittivity imaginary term small', 'small positive correction conductive media ait response er range rock formation known shale formation left track raw r inch longitudinal spaced distance transmitter receiver array ait right track resistivity raw r given table raw proportional', 'operating differ approximately factor raw cross separate r resistivity separate systematically depart r table r er rat rat x x formation injection formation measurement enable detection particle distribution note disclosed induction induction', 'induction operating higher lower data table higher lead higher hand dielectric permittivity decreasing frequency optimum frequency additionally induction general benefit consistent propagation need bucking cancel effect direct coupling transmitter', 'receiver coil propagation better induction better type type produce effects fine solid phase electrical conductivity dispersed electrolytic fluid production enhancement environmental remediation carry electrically conductive em induction measurement', 'map distribution solid phase electrical conductivity term electrically conductive mean substance electricity solid phase graphite pyrite injection formation em induction map spatial distribution surface surface measurement n p hydrocarbon search', 'search effect geophysics vol p apparatus measure induced polarization distribution surface slater l r induced polarization sandy unconsolidated aquifer characterization geophysics al publication particularly image rock formation al publication', 'electromagnetic horizontal b selected frequency alternating current appropriately switched direct current switched switched reversed polarity sequence pseudo random binary sequence grounded excite electromagnetic field formation electric transmitter', 'opposite distance b vary depending desired vertical depth investigation receiver surface b equidistant grounded spatial electric potential measured u potential electric field voltmeter voltage equal u u u potential difference sequential divided', 'divided receiver quadrupole b receiver wire magnetic dipole electromagnetic measurement usable electric dipole axial current strong vicinity transmitter b negligibly small area receiver vertical current formation b potential difference measured', 'measured receiver exactly proportional total vertical current v j receiver location axis apply theorem area x x ax depth z f represent linear current x respectively quantity sensitive vertical current directed downward receiver area deep vertical', 'vertical current sensitivity receiver c ways perform arrangement measuring elimination effect adjacent generally large conventional resistivity measurement available sensitive effect basic technique spatial distribution fluid metallic conductivity', 'fluid produce strong effect b known measure effect map spatial distribution rock formation electrically conductive normally soluble water formation precipitate short distance injection point fluid need soluble suspended injection fluid', 'fluid solubilization metal mixed water injection formation journal chemistry volume p foregoing article clay solubilize metal presence clay metal enhance effect provided metal alternatively electrically conductive micelle make soluble injection', 'injection fluid water oil soluble depending type injection fluid alternatively suspended fluid electrically conductive type carbon electrical conductivity chemical biological earth environmental remediation carbon normally soluble water render water', 'water soluble j soc carbon water soluble loss electrical conductivity suitable carbon metal injection fluid resulting solution formation formation fluid injection course fluid injection induction surface borehole measurement typically injection', 'injection obtain background map repeated selected times desired time spatial resolution surface borehole measurement inherently point measurement sufficient generating map region induction instrument function measured depth data measure combination', 'perform surface borehole measurement addition induction measurement depth injection production surface borehole em measurement greater depth investigation induction lower resolution simultaneous inversion map fluid injection formation resolution', 'close induction possible add electrically conductive metal carbon conductive suspended fluid dissolving solubilization possible technique fluid configuration measuring electromagnetic response electrically conductive casing disposed spaced apart b', 'apart b disposed casing quadrupole receiver provided proximate center point b addition surface b c foregoing instrument disposed substantially simultaneously induction map spatial distribution fluid single time time enable spatial distribution fluid', 'fluid time electrical resistivity contrast fluid pore fluid rock formation applicable benefit appreciate depart disclosed attached']	53	[-1, -1, -1, -1, -1, -1, -1, -1, 44, -1, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 19, -1, -1, -1, 1, 1, 1, -1, 0, -1, -1, -1]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control']	[0.02649167381555835, 0.0015999399119160076, 0.04439573750066012, 0.0164553783809039, 0.0044098361502034195, 0.0006754655253951981, 0.002425711116671129, 0.0036707109760914123, 0.0016316967731473569, 0.0013983061526654, 0.004551414262697181, 0.0008817784188751153, 0.000544182556459094, 0.0018656855477587704, 0.0012839619372668097, 0.0013684059887795412, 0.0013685705920022833, 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-0.25972527265548706, -0.2471221536397934, -0.19254615902900696, -0.21244318783283234, -0.5539278388023376, 0.24846483767032623, -0.4233889579772949, 0.06002649664878845, 0.38329100608825684, -0.1011696606874466, -0.28232449293136597, -0.05287405848503113, 0.21079647541046143, -0.2916312515735626, -0.1336597204208374]	[-0.880558 -0.29223427 0.4201268 ... 0.6260747 -0.43780023 -0.36045504]	['19_coil_antenna_slot_perpendicular', '2_seismic_rock_data_modeling', '0_drill_string_drilling_fluid', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '44_frequency_receiver_synchronization_transmitter']	frequency shield proximate curve response port surface sleeve water modeling sand information parallel flow received depth sweet axis drive physics transmission acid electromagnetic composition string slurry block aqueous data drilling amplitude dipole operable petroleum underlying sloped pump gravel drill acoustic torque substantially control screen moment digital body geologic piston valve coil domain chosen signal antenna polymer preferably model eccentric gel trace slot return induction learning rotary cleavable production perpendicular equipment path seismic transmitter ratio reservoir attenuation synchronization energy longitudinal subterranean fluid receiver geological interferometer casing size bit time synchronize amide surfactant inversion rock controller pattern logging speed chloride mud analysis magnet viscosity pack position function metal outlet vertical formation	interferometer geological drilling mineral pipe synchronize bentonite petroleum pump rock drill correlation calcium hydrocarbon crystallization silica seismic tubing scanner axial chloride transmitter logging timing estimation slide borehole viscosity magnet geologic hydraulic magnetization physics piston synchronization converter triaxial spectral valve acid coil electromagnetic cavity geophysical oil fluid magnetic cement shale signal antenna	interferometer geological drilling casing preferably polymer amplitude model shield proximate dipole eccentric curve surfactant trace operable slot petroleum pump port gravel induction learning rotary controller acoustic torque perpendicular sand flow equipment transmitter depth seismic logging chloride mud reservoir antenna viscosity magnet physics synchronization energy acid electromagnetic domain subterranean longitudinal composition string metal slurry formation receiver	frequency interferometer aqueous data drilling shield model time dipole eccentric curve surfactant trace operable slot petroleum pump gravel surface rock cleavable drill acoustic water modeling perpendicular screen information transmitter seismic speed digital body reservoir antenna axis attenuation geologic synchronization transmission acid coil longitudinal position composition fluid string outlet vertical slurry signal formation receiver	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Logging induction coil antenna shield pattern perpendicular dipole axis', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'adjacent slot arc coil logging coil antenna antenna antenna antenna dipole moment substantially parallel longitudinal axis body antenna dipole moment substantially perpendicular longitudinal axis body logging coil antenna antenna antenna dipole', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'arc coil logging induction propagation logging body longitudinal axis body coil forming pattern coil forming antenna shield disposed substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'arc coil logging body longitudinal axis body formed respective coil pattern pair coil pair coil diametrically opposed antenna substantially cylindrical shield disposed arrangement vertical underlying antenna vertical underlying antenna vertical', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US11519262B2'	'Systematic evaluation of shale plays'	['E21B47/09', 'G01V1/306', 'G01V1/307', 'G01V1/34', 'G01V2210/646', 'G01V2210/66', 'G01V2210/663']	['Locating or determining the position of objects in boreholes or wells, e.g. the position of an extending arm; Identifying the free or blocked portions of pipes', 'Analysis for determining physical properties of the subsurface, e.g. impedance, porosity or attenuation profiles', 'Analysis for determining seismic attributes, e.g. amplitude, instantaneous phase or frequency, reflection strength or polarity', 'Displaying seismic recordings or visualisation of seismic data or attributes', 'Fractures', 'Subsurface modeling', 'Modeling production-induced effects']	2018-01-17T14:00:00Z	['Dibakar Chakraborty', 'Siddharth Dubey', 'Shubham Mishra']	['Schlumberger Technology Corp']	['medium potential drilling location data subterranean domain data seismic data seismic data petroleum model subterranean domain result seismic data dynamic reservoir model subterranean domain petroleum model potential drilling location combination', 'seismic data petroleum model dynamic reservoir model potential drilling location data subterranean domain data seismic data seismic data elastic mechanical study elastic mechanical elastic mechanical shale reservoir total organic content sweet spot', 'spot petroleum model subterranean domain result seismic data petroleum model geological determine rock maturity subterranean domain sweet spot determined rock maturity dynamic reservoir model subterranean domain petroleum model fluid flow', 'flow subterranean domain end history sweet spot untapped hydrocarbon pore volume subterranean domain end history potential drilling location combination seismic data petroleum model dynamic reservoir model determine sweet spot sweet spot sweet spot', 'spot seismic data total organic content subterranean domain petroleum model geological model subterranean domain generating facies model subterranean domain petroleum model geological determine rock maturity subterranean domain discrete model', 'model subterranean domain predict fluid flow potential drilling location sweet spot sweet spot sweet spot designing hydraulic operation potential drilling location subterranean domain discrete network model subterranean domain memory media executed', 'executed perform data subterranean domain data seismic data seismic data elastic mechanical study elastic mechanical elastic mechanical shale reservoir total organic content sweet spot petroleum model subterranean domain result seismic data', 'data petroleum model geological determine rock maturity subterranean domain sweet spot determined rock maturity dynamic reservoir model subterranean domain petroleum model fluid flow subterranean domain end history sweet spot untapped hydrocarbon', 'pore volume subterranean domain end history potential drilling location combination seismic data petroleum model dynamic reservoir model determine sweet spot sweet spot sweet spot seismic data total organic content subterranean domain petroleum', 'petroleum model geological model subterranean domain generating facies model subterranean domain petroleum model geological determine rock maturity subterranean domain discrete model subterranean domain predict fluid flow potential drilling location', 'location sweet spot sweet spot sweet spot designing hydraulic operation potential drilling location subterranean domain discrete network model subterranean domain medium executed perform data subterranean domain data seismic data seismic data', 'data elastic mechanical study elastic mechanical elastic mechanical shale reservoir total organic content sweet spot petroleum model subterranean domain result seismic data petroleum model geological determine rock maturity subterranean domain sweet', 'sweet spot determined rock maturity dynamic reservoir model subterranean domain petroleum model fluid flow subterranean domain end history sweet spot untapped hydrocarbon pore volume subterranean domain end history potential drilling location', 'location combination seismic data petroleum model dynamic reservoir model determine sweet spot sweet spot sweet spot medium seismic data total organic content subterranean domain medium petroleum model geological model subterranean domain generating', 'facies model subterranean domain medium discrete model subterranean domain predict fluid flow medium potential drilling location sweet spot sweet spot sweet spot background prior drilling hydrocarbon recovery subterranean formation evaluation', 'location trajectory selected manage risk enhance production economics technology inversion geophysics petroleum modeling reservoir characterization production stimulation employed unconventional hydrocarbon shale act source reservoir geological', 'geochemical reveal combination assist identification drilling sweet shale lack technology shale reservoir end little rapidly rate hydrocarbon production potential drilling location data subterranean domain data seismic data seismic data petroleum', 'petroleum model subterranean domain result seismic data dynamic reservoir model subterranean domain petroleum model potential drilling location combination seismic data petroleum model dynamic reservoir model seismic data total organic content', 'content subterranean domain sweet spot determined total organic content petroleum model geological model subterranean domain generating facies model subterranean domain petroleum model geological determine rock maturity subterranean domain sweet', 'sweet spot determined rock maturity dynamic reservoir model fluid flow subterranean domain end history sweet spot untapped hydrocarbon pore volume subterranean domain end history discrete model subterranean domain predict fluid flow potential', 'potential drilling location sweet determined designing hydraulic operation potential drilling location subterranean domain discrete network model subterranean domain memory media executed perform data subterranean domain data seismic data seismic', 'seismic data petroleum model subterranean domain result seismic data dynamic reservoir model subterranean domain petroleum model potential drilling location combination seismic data petroleum model dynamic reservoir model medium executed perform', 'perform data subterranean domain data seismic data seismic data petroleum model subterranean domain result seismic data dynamic reservoir model subterranean domain petroleum model potential drilling location combination seismic data petroleum model', 'model dynamic reservoir model merely introduce media fully brief incorporated constitute specification illustrate serve explain management manage geologic environment potential drilling b c illustrate potential drilling petroleum model plot porosity', 'porosity permeability shale reservoir zone dynamic modeling schematic view unnecessarily obscure distinguish similarly respectively considered terminology singular plural context clearly term possible specification specify presence stated preclude', 'preclude presence addition term mean response response depending context attention directed accordance disclosed combined management manage geologic environment environment sedimentary basin reservoir management allow direct indirect management', 'drilling geologic environment turn information geologic environment available feedback optionally input management management seismic data additional information data attribute analysis visualization operation seismic data information provided input', 'input rely earth geological virtual actual physical reconstructed data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data operate conjunction framework framework', 'framework framework classes facilitate modeling commercially available framework net framework wash extensible classes net framework class module code data classes program script borehole classes define data information conform attribute library', 'library occur prior input consider perform input information attribute geologic environment simulate behavior geologic environment responsive natural artificial analysis visualization allow interaction model output input simulator eclipse reservoir', 'reservoir simulator intersect reservoir simulator simulator implement solve reservoir recovery consider thermal management commercially available framework petrel seismic framework petrel framework allow optimization exploration development petrel', 'petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative integrate streamline framework considered considered data input modeling management operate', 'operate framework environment commercially available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment', 'interface framework model layer framework layer framework core layer layer framework commercially available ocean framework model layer commercially available petrel package ocean framework petrel considered petrel framework model building', 'building visualization framework mesh generation framework input receipt information interpretation seismic data seismic data log data image data framework mesh generation input information optionally conjunction information generate mesh model', 'model layer domain act data source rendering user rendering graphical environment display data user common look feel user interface domain entity property optionally entity geometrically represent property property data display entity represent', 'represent property log information version information display information display model data data data generally physical data storage physical accessible model layer model project project information completion modeling session user store project', 'project later time project model layer recreate relevant domain geologic environment stratification reservoir fault geologic environment variety equipment communication receive transmit information information information equipment equipment acquire', 'acquire information assist resource recovery equipment remote site equipment storage communication store communicate data provided data acquisition satellite communication network satellite additionally instead imagery spatial spectral temporal', 'temporal radiometric geologic environment optionally equipment substantially horizontal intersect consider shale formation natural artificial hydraulic combination natural artificial reservoir laterally extensive lateral exist assessment assist', 'assist develop laterally extensive reservoir equipment seismic analysis seismic data assessment perform operate data create data update data operate create editor creation editor selection petrel seismic data seismic ocean framework access module', 'module external executable code drilling subterranean domain begin data collected subterranean domain data data data collected logging equipment pilot injection production data seismic data collected seismic receiver geophone hydrophone record', 'record seismic source subterranean domain reflected reflective rock variety data collection data refer information medium refer physical collection data field seismic data identify potential drilling begin determination elastic mechanical study', 'study shale reservoir high total organic content high velocity anisotropy good brittleness zone better allow identification potential drilling seismic inversion compute elastic mechanical shale reservoir zone inversion compute wave velocity ratio', 'ratio density quality input data presence long rock mechanical ratio modulus ym brittleness index rock formation inversion zone petroleum model subterranean domain petroleum model potential drilling seismic inversion separate potential drilling', 'drilling petroleum model geological model geological model derived seismic inversion data particularly geological model stratigraphic geological overburden reservoir basement reservoir model seismic inversion block density model employed model zone', 'zone geochemical property related model distribution shale reservoir model converted petroleum model overburden basement assigned derived geological geochemical petroleum model geological time scale predict pore source rock maturity hydrocarbon', 'generation adsorption retention shale calibration maturity confidence petroleum derived prediction coupling sedimentation compaction pore fluid permeability change hydrocarbon generation compute strain entire model geological time petroleum model', 'model porosity permeability water saturation shale reservoir zone petroleum model ratio modulus ym brittleness index shale reservoir induced porosity permeability incorporated previously built model prepare dual porosity dual permeability model', 'model discreet network modeling petroleum model generally represent subterranean domain statically equilibrium represent subterranean domain dynamically dynamic reservoir model petroleum model geological model dynamic model fluid flow subterranean', 'domain case unconventional subterranean domain generally hydraulically facilitate fluid flow accurately model fluid flow hydraulic generating hydraulic model subterranean domain unconventional model potential drilling design hydraulic operation', 'operation knowledge stress model natural network seismic inversion job size mass volume design hydraulic operation hydraulic network complex network near simple linear extension reservoir increase stress contrast propagation fluid flow transport', 'transport complex network dynamic modeling model end history day identification hydrocarbon potential drilling drilling derived seismic inversion petroleum dynamic modeling drilling determine identification basic trajectory designed design prepared', 'prepared reservoir production upcoming production profile capital operating expense carry economic analysis generate basis economics profitability c illustrate drilling location greater begin seismic data subterranean domain seismic inversion', 'inversion determine sweet proceed inversion seismic data determine impedance velocity density subterranean domain inversion simultaneous amplitude versus offset avo inversion study highlight seismic velocity anisotropy shale subterranean domain', 'domain briefly seismic wave boundary physical energy wave reflected boundary energy boundary proportion energy reflected result property impedance contrast boundary reflected energy angle wave interface hit source seismic gather collection reflected', 'reflected location hit correctly added improve signal quality location subsurface stack reflection angle offset reflected small small near stack volume similarly far stack volume large angle amplitude reflection vary reflection angle change', 'change amplitude near stack far stack seismic gather avo amplitude versus angle ava avo study rock prior inversion data subterranean domain determine absolute inversion seismic conditioned input simultaneous inversion correction event flattening', 'trace balancing prediction inversion attribute ai wave velocity ratio density accomplished data velocity model available inversion wavelet independently angle log phase similar lobe energy mechanical subterranean domain inversion attribute', 'attribute determined matching ai density simultaneously help seismic inversion output ratio ai density ratio modulus ym brittleness index shale reservoir calculated level modulus ratio distinguish brittle ductile rock valuable completion chosen ym', 'chosen ym ym v v p v v p v v p v v p v modeling subterranean domain determine total organic content presence candidate source rock total organic content facilitate prospective hydrocarbon subterranean domain rock physics links microscopic rock', 'rock macroscopic physical seismic velocity resistivity basis geophysical data shale gas indicative potential velocity density resistivity organic matter fluid nonzero bulk shear typically resist shear deformation rock physic connect seismic', 'seismic inversion rock physical combination elastic logging interpretation interval target interval shale higher low density low wave velocity ratio low impedance low ratio tight shale high density high velocity ratio medium impedance high ratio', 'ratio modulus brittleness index ratio information facies identification mineral content rock strength drilling sweet determined high low ratio high brittleness index primary siliceous relatively porous sweet lithology subterranean domain model', 'model seismic inversion lithology inversion probability occurrence facies reservoir probability density function elastic acoustic impedance ai density logging lithology curve data level probability density function applied inverted seismic output ai', 'output ai wave velocity ratio density generate probability density distribution maximum probability distribution prediction lithological body population facies model later stage velocity model prepared available seismic major geological inverted', 'inverted ratio ai density lithology probability initially determined time domain incorporation going forward converted depth domain time domain petroleum modeling determine sweet petroleum model determine sweet generate geological model determined', 'seismic inversion rock physics study model depth domain subterranean domain geological geochemical data derived geophysical inversion graphical representation model unconventional petroleum model model employed build comprehensive static reservoir', 'reservoir model shale reservoir level static reservoir modeling integrate relevant data core geological model coherent meaningful reservoir shale reservoir serve deterministic basis volumetric estimation history matching generating geological model', 'model geological grid major formation overburden basement subterranean domain shale reservoir model refined appropriate capture vertical heterogeneity generating facies model ecstatic deposition related preservation given basin gas content related', 'related vary mineralogical content favorable gas production siliceous shale gas facies reservoir zone level approach shale gas elastic ai mechanical property log ratio porosity density facies modeling approach employed considering depth converted', 'converted probability density distribution previously lithology prediction study model quick accurate shale identification favorable hydraulic model property population facies model combining previously inversion interpretation unconventional', 'petroleum model unconventional petroleum model geological understand source rock maturity hydrocarbon generation retention adsorption related organic rich shale initial measured maturity pore quantify numerical thermal calibration employed increase', 'increase confidence running unconventional petroleum model initial calibration maturity hydrocarbon generation retention analysis petroleum modeling identification prone oil gas main shale locate high saturated modeling matrix porosity matrix', 'matrix permeability water saturation property modeling core information interpretation population porosity petroleum model conditioned facies model shale low matrix porosity permeability porosity shale gas large porosity little change permeability', 'value high case base case low case porosity permeability established porosity permeability shale reservoir zone low high considered bounding mid base case average accurate transform function permeability model water saturation fraction pore filled', 'filled water residual irreducible reservoir water saturation natural matrix porosity shale water saturation model prepared available level porosity permeability model discrete network model matrix permeability shale gas range gas generally produced', 'produced connected surface area inside reservoir natural shale gas usually filled hydraulic open filled natural complicated network production performance result extension hydraulic network conductivity build accurate reservoir model predict gas', 'gas production modeling phase model addition resource potential basis subsequent execution drilling completion stimulation field development approach modeling analysis technique explicitly geometry discrete central flow transport incorporate matrix', 'matrix shale gas gas content free gas dual permeability model model generally characterization large scale derived seismic data identification joint statistical modeling derived analysis outcrop image data building model data static size aperture', 'aperture distribution dip dip azimuth distribution density dynamic effective permeability permeability tensor information employed direct measurement formation indirect seismic ant effective delineation open faulting dynamic data model comprehensive', 'consistent characterization subterranean static dynamic available information net pay quantitative parametric define host rock desired reservoir sufficient potential economic applied core data core analysis data scale empirical turn inappropriate', 'vary response rock character apply diverse partitioned classified discriminator cutoff established kerogen zero kerogen content zero net pay zero usefully high brittleness natural density functional porosity tied permeability reflect storage', 'storage transmissivity character reservoir rock finally presence gas saturation determined resistivity magnetic resonance min bibi min water saturation determined total organic content determined core data effective porosity determined brittleness', 'index determined level applied model shale reservoir zone prepare property locate sweet probable drilling shale low ratio high high rock brittleness index presence natural estimation rock determined zone shale gas gas inside shale reservoir free gas', 'free gas gas calculation free gas given areal extent acre square mile shale formation porosity net shale thickness respectively calculation free gas place free gip reservoir engineering p gas volume factor cubic standard cubic gas deviation factor z', 'factor z dimensionless fraction gas deviation factor z ideal compressibility factor account nonideal behavior gas matrix effective porosity dimensionless fraction previously model porosity dimensionless fraction previously model fraction porosity', 'porosity filled gas instead water oil dimensionless fraction p psi data test information mud drill shale sequence normal reservoir assigned conservative hydrostatic gradient psi foot depth overpressure assigned psi foot depth assigned psi foot depth', 'depth data test information regional versus depth factor degree f added reservoir f input value gas volume factor addition free gas hold gas surface shale formation isotherm established prospective area basin available data thermal maturity', 'maturity establish volume gas calculated formula p original reservoir g c v l l p gas content g c measured cubic gas ton net shale converted gas concentration gip square mile actual shale density density shale range depend mineralogy organic content', 'content shale value v l p l gas data technical literature internal proprietary data general volume v l function organic richness thermal maturity shale p l function gas shale matrix function finite decrease derived petroleum modeling inversion', 'inversion related combined delineate sweet area shale reservoir zone dynamic modeling identify sweet dynamic modeling proceed generally generally dynamic modeling data geological model model natural network calculated basin modeling dynamic modeling', 'modeling proceed hydraulic design unconventional modeling dynamic modeling building reservoir model network dynamic modeling history match production data data dynamic modeling predict production conduct economic analysis return particularly c', 'c dynamic modeling classical reservoir engineering involve modeling rock physics function modeling analysis definition equilibrium condition case shale involve adsorption compute free hydrocarbon volume classical reservoir engineering model dynamic', 'dynamic carried volumetric computation model difference range considered valid proceed model production history field replicate production data suitable geological reservoir engineering match history case shale reservoir field hydraulic hydraulic', 'hydraulic accurately matching history field model response hydraulic open network propagate natural orientation density natural extension geometry hydraulic stress network key control extension hydraulic network hydraulic network unconventional', 'model shale gas reservoir natural assumed closed mineral filled hydraulic network build reservoir model simulate production incorporate hydraulic reservoir model reservoir hydraulic reservoir extracted mechanical earth model frocking fluid hydraulic', 'hydraulic network complex network near simple linear extension reservoir increase stress contrast stress reservoir region volume result future production reservoir model hydraulic forward phase identification sweet location serve identification', 'sweet dynamic modeling sweet hydrocarbon pore volume left end history current day identification validate corroborate sweet inversion petroleum modeling identify sweet prospective location integration output seismic inversion basin modeling', 'modeling reservoir engineering seismic inversion sweet computation sweet cutoff sweet maturation study prediction identification shale reservoir carried petroleum modeling help sweet generate sweet reservoir model sweet hydrocarbon pore volume left', 'left end history current day sweet seismic inversion petroleum modeling reservoir model decide final sweet future sweet multiple carry high degree confidence case production history available sweet dynamic model sweet forward design hydraulic', 'hydraulic finally designed incorporated reservoir model future forecast estimate ultimate recovery feasibility development whichever applicable field waterflood development incorporate trajectory group control rate control production economic', 'economic analysis industry prevalent economic net value economic analysis calculated facilitate selection development field executed accordance computer computer individual computer arrangement distributed computer computer analysis perform', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'facility communication computer c data processor processor module subsystem circuit gate array control storage media storage media note storage media computer storage media distributed multiple internal external additional storage media memory', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'provided multiple storage media distributed large possibly plural storage medium media considered article article manufacture article article manufacture refer single multiple storage medium media machine running remote site network execution sweet', 'sweet spot prediction computer sweet spot prediction module single sweet spot prediction module perform disclosed sweet spot prediction perform merely combine additional configuration arrangement hardware combination hardware signal running', 'running functional information apparatus general chips appropriate combination general hardware geologic interpretation refined iterative fashion concept applicable feedback executed algorithmic basis manual control user make regarding given action', 'action template model sufficiently accurate evaluation subsurface geologic formation consideration foregoing explanation exhaustive precise disclosed possible view illustrate occur simultaneously chosen best explain practical enable best utilize', 'utilize disclosed']	111	[2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, 2, 2, -1, -1, -1, 2, -1, 23, 33, 33, 33, 23, 23, -1, -1, -1, -1, -1, -1, 2, -1, 2, -1, 2, 2, 2, 2, 2, 2, -1, -1, -1, 2, -1, 2, -1, 2, -1, -1, -1, -1, -1, 2, 2, 2, 2, 2, -1, 2, 2, 2, 2, 2, -1, -1, -1, -1, -1, 2, 2, -1, -1, -1, -1, -1, -1, -1, 2, 2, 2, 2, -1, 2, -1, -1, 2, -1, 2, 2, 2, -1, -1, 20, 14, 14, -1, 3, -1, -1, 16]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret 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'3_data_unlabeled_formation_production']	node ascertain environment curve development surface processor operate readable modeling information flow considered petrel efficient conform depth sweet removable user gate code increasing stable physics intersect memory selected spirit available meaning magnetic extensible string observation disk exploration network foregoing block data drilling storage random allow comply appreciate petroleum pump drill acoustic control nonvolatile depart parameter equivalent computer framework quickly decision applicant wash abstract digital improving layer geologic develop limit spectral net domain understand eclipse stated signal simulator volatile interpret model collaborative package test bus connected learning tape semiconductor production input communicate equipment seismic flash reservoir score disclosed subterranean corporation module architecture fluid floppy management output receiver ram geological perform casing sampling time fitting apparatus article note conditioner medium share inversion media rock ocean classes additional unlabeled commercially program asset access preceding analysis independently realize person productivity function reader script formation	geological chips intention drilling data server sampling practical environment operatively comply streamline optimization cache petroleum exemplify integration multicore rock ocean processor controller determined drill semiconductor modeling prediction hydrocarbon framework computer petrel seismic tubing conform wash designing inventive reservoir analysis comparator borehole spectrometry teaching geologic hydraulic physics projection electronic recorder spectral memory geophysical communicating hardware oil technology magnetic matrix fluid cement exploration foregoing eclipse shale configuration simulator interface recovery	geological ram drilling casing perform storage data model sampling article environment development conditioner comply petroleum media test ocean learning classes additional bus acoustic semiconductor output readable nonvolatile unlabeled parameter depart foregoing flow commercially simulator equipment computer petrel quickly efficient seismic depth wash applicant flash abstract reservoir independently gate preceding improving geologic physics score spectral memory corporation domain subterranean spirit disclosed reader string architecture magnetic fluid script exploration network eclipse management formation receiver	volatile data drilling perform storage random model time interpret collaborative environment article curve conditioner medium share appreciate petroleum media test rock surface ocean classes processor drill connected acoustic production input modeling unlabeled depart information equivalent foregoing simulator framework computer access petrel seismic flash abstract digital reservoir analysis layer geologic intersect spectral memory net available module spirit person reader meaning fluid extensible magnetic disk exploration network formation	['Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'CA2974099C'	'Method for minimizing vibration in a multi-pump system'	['F04B49/065', 'F04B11/005', 'E21B33/13', 'E21B43/2607', 'F04B15/02', 'F04B23/04', 'F04B49/20', 'F04B51/00', 'F04B53/001']	['Control using electricity and making use of computers', 'Equalisation of pulses, e.g. by use of air vessels; Counteracting cavitation using two or more pumping pistons', 'Methods or devices for cementing, for plugging holes, crevices, or the like', 'Surface equipment specially adapted for fracturing operations', 'Pumps adapted to handle specific fluids, e.g. by selection of specific materials for pumps or pump parts the fluids being viscous or non-homogeneous', 'Combinations of two or more pumps', 'Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00 by changing the driving speed', 'Testing machines, pumps, or pumping installations', 'Noise damping']	2016-01-22T14:00:00Z	['Kashif Rashid', 'Sandeep Verma', 'Kim HODGSON']	['Schlumberger Canada Ltd']	['technique reducing harmonic vibration multiplex technique lower bound information variation vibration indicator lower bound initial sampling pump operation time random subset disrupt timing phase subset vibration randomly increase decrease', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'bound variation substantially operating lower bound lower bound lower bound variation substantially reflecting maximally attainable interference operating date received upper bound upper lower information control randomly separate pump subset', 'subset generate information sufficient upper lower bound information randomly separate place control perturbation momentarily change pump subset effect phase change pump subset substantially maintain flow rate pump sub pump subset exclusively single', 'single regulation pump communicatively control momentary introduction change single regulation pump place lower bound substantially lower bound operating time determine lower bound date received assistance multiplex lower bound variation running', 'running brief initial time running operating pump series pump determine resulting change series given perturbation approximately lower bound variation reduce vibration operation operation given perturbation enable continued operation lower bound', 'bound variation reduced vibration series pump temporarily speed pump multiplex fluid sensor operation date received control vibration related information establish lower bound variation multiplex running multiplex brief time running operation', 'operation multiplex interface regulation pump multiplex randomly momentarily change directed control subsequent operation multiplex introduce series multiplex pump multiplex introduction given perturbation substantially lower bound variation enable', 'enable continued operation multiplex approximately lower bound variation reflecting hardware hydraulic communication multiplex assist fluid hardware survivability lower bound operation manifold fluid sensor sensor substantially manifold operate', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'positive displacement coiled tubing water jet cutting hydraulic underground rock simultaneously given positive displacement pump fairly massive piece equipment engine transmission crankshaft operating large plunger driven crankshaft away chamber', 'chamber pump dramatically effect high low good choice high positive displacement pump generally fluid date received exceeding thousand square inch gauge hydraulic underground rock place ranging direct abrasive slurry underground release oil gas rock', 'gas rock extraction sufficient slurry minute fluidly connected manifold slurry fluid wellhead hydraulically linked result pump individual wear performance efficiency health overall flow interaction circumstance health overall concern interaction', 'case excessive cumulative variety unlikely continuously pump sync time time multiple randomly come phase sync pump inherent cumulatively felt dramatic fashion specifically given pump plunger sinusoidal fashion mean flow pump reality given moment', 'moment pump flow rate sinusoidal curve position time vibration seen pump operation vibration come harmony degree vibration damage damage harm manifold exposed line elbow natural line catastrophic extremely high flow rate involved event operator', 'operator safety concern addition repair replacement cost ruptured line high probability adjacent high dollar equipment damage require repair replacement regardless extent damage need shut wellsite damage assessment remediation resume ultimately', 'fortunate operator injury potentially capital time lost damage effort avoid damage result multiple coming sync ensure kept sync specifically theory pump extensively help avoid synchronization constructive interference manifold pump employed', 'employed continuously phase pump ensure multiple come sync manifested measuring pulsation vibration amplitude manifold unfortunately simultaneously manner generally practical endeavor noted pump massive piece equipment high rate speed ability', 'ability manually precisely adjust timing pump fly phase pump quickly largely impractical endeavor practical matter generally left manually piping unduly high taking control action manually pump given manual nature undertaking avoidance sudden', 'sudden catastrophic vibration damage hardly assured provided vibration operating multiplex lower bound variation running brief initial time running lower bound variation operating multiplex pump recording information operation series pump subset', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'received brief initial time running operating pump series pump determine resulting change series given perturbation approximately lower bound variation reduce vibration operation operation given perturbation enable continued operation lower bound', 'bound variation reduced vibration b provided multiplex fluid sensor information operation control vibration related information establish lower bound variation multiplex running multiplex brief time running operation multiplex interface regulation', 'pump multiplex randomly momentarily change directed control subsequent operation multiplex introduce series multiplex pump multiplex introduction given perturbation substantially lower bound variation enable continued operation multiplex', 'multiplex approximately lower bound variation c vibration operating acceptable variation date received vibration pump operate substantially rate maintain acceptable variation vibration acceptable level phase pump temporary manipulation operating', 'operating rate variation closer established acceptable variation brief schematic overview depiction vibration minimization technique enlarged view pump stimulation slurry given rate manifold b enlarged view pump revealing piston given rate b date', 'b date received chart random sampling b chart variation information actual long term schematic overview depiction operation vibration minimization technique stimulation vibration minimization technique employed remain specifically stimulation', 'specifically host triplex manifold equipment stimulation benefit vibration employed supporting related multiplex high long pump rate single pump total random walk data appreciable benefit vibration schematic overview depiction specifically vibration', 'vibration minimization technique particularly beneficial circumstance hydraulically hooked manifold pump large scale piece equipment operating large crankshaft driven ultimately pump contribute overall measured square inch gauge combined lead', 'lead manifold slurry thousand help minimize potential constructive interference multiple manifold rise level harm equipment addition help avoid establishment acoustic mechanical resonance point typical layout stimulation hydraulic apart unique', 'unique vibration minimization common equipment mobile pump truck properly disconnected pump driven away mobile pump mixer provided low slurry manifold eventual stimulation casing previously perforated ripe stimulation regardless slurry initially', 'initially provided manifold line comparatively low generally sake slurry returned manifold high specifically seen line running stimulation mixer combine separate slurry specifically water combined truck sand size additionally combined slurry gel gel', 'gel gel tank perspective operation manifold equipment regulated control suitable electronic control equipment control capacity remotely temporarily speed ultimately promote destructive interference minimize operating ease illustration physical', 'physical hydraulic manifold running away pump specifically arrow running given pump low hookup slurry need alternatively arrow running away pump high hookup slurry ready manifold physical hydraulic simplified manner sake illustration reality', 'reality constitute variety hydraulic carrying fluid upwards web elbow hydraulic potentially prone failure depending vibration control scheme manner substantially overall minimize vibration substantially reducing flow rate compromising utilize random', 'random walk technique promote destructive interference phase cycling specifically control store variation information indicative vibration hand information sampling information running acquired outset actual regardless origin information given', 'given overall scale dynamic behavior uniqueness large scale variation sampling mode information available proceed operation control random single temporary adjustment control mode adjustment repeatedly substantially maximal destructive interference', 'interrupted phase timing pump confirmed noted sampling mode information type random interruption subset effective substantially similar vibration reduction adjustment single pump b added operation inherent specifically enlarged view pump pump', 'pump pump stimulation slurry manifold thereto b enlarged view pump revealing plunger valve tend generate noted pump b positive displacement pump fully capable generating sufficient stimulation pump triplex configuration reciprocate phases', 'phases stimulation slurry manifold manifold routing low slurry fluid housing pump specifically engine pump power mechanism rotate crankshaft effect increase adjacent fluid housing inherent induced triplex pump operation increasing speed direction', 'direction stop opposite direction increasing speed oscillating behavior fluctuation hydraulic behavior potentially reciprocation simultaneous operation naturally rise high induce acoustic mechanical resonance excessive vibration turn considerable', 'wear damage pump piping network potentially catastrophic date received typical pump design connected crank drive multiple offset phase accelerate maximum positive negative oscillating curve subsequently flow follow oscillating flow rate variation', 'variation combination flow multiple designed phase multiplex pump nonetheless resultant flow downstream piping frequently operate excess fluid compressibility relevant compressible transient fluid flow piping source acoustic resonance induce', 'induce acoustic travel wave speed pipe bounce reflecting surface valve bend pipe generate standing produce resonance wave speed calculated known acoustic pipe dominantly tube wave flexural wave resonant pump frequency acoustic natural frequency', 'frequency piping diameter lead piping phenomenon coupling piping natural frequency pump pulse frequency natural piping mechanical resonance vibration excessive addition establishment acoustic mechanical resonance tube pump combine piping manifold', 'manifold constructive destructive fashion combine constructive fashion large coupling lead excessive internal offset given pump serve mitigate vibration added pump likely host stimulation potential mind unique manner reducing constructive', 'interference simultaneously operating given pump pump serve regulation pump regulation pump control interface communicatively control interface turn temporarily adjust pump direction control b course control direct interface alter overall phase pump', 'pump desired manner level destructive interference overall operating help mitigate added determination change phase speed pump sampling information sensor discharge pipe regulation information acquired manifold piping remote individual regardless', 'vibration related information determine begin randomly phase timing pump notably stop timing level vibration pulsation reduction added chart random sampling random hydraulic architecture known initial operating run near manifold control course', 'course actually run brief actual data generate chart regardless value initial information reflected chart primarily substantially minimal lower bound variation operating lower bound information help guide ongoing basis chart specifically chart', 'chart outset collected data variation given analysis data hydraulic acquired high frequency range reveal fluctuation little type pulsation accurate indicator degree vibration initial variation host time correspond specifically random operating', 'operating initially operating accounting initial phase information pump pump basis outset potential constructive interference operating known initial variation degree variation perturbation regulation pump temporarily immediately given momentarily', 'substantial effect flow pump instead temporary reduction phase triplex pump result degree constructive destructive contribution overall hydraulic initial perturbation constructively added variation notice little initial perturbation resulting moving', 'moving pump speed moment actually variation case dynamic continuously operating multiplex chart additional induced regulation pump involve temporary reduction pump alternatively temporary increase regardless manner perturbation result variation', 'variation notably times perturbation result notable increase variation regardless given perturbation variation sufficient perturbation minute time picture begin emerge upper lower chart maximum variation specifically result close level seen token', 'token running evident reasonable level lower bound variation armed random walk type perturbation information actual long term employ technique nation specifically b operation periodically lower level variation established long term operation instead', 'instead unintentionally operation likely hydraulic equipment near continuously closer lower bound variation control scheme simultaneously aggregate b chart information actual long operation dynamic assortment multiplex seemingly random phases', 'phases precise timing given moment reflected chart repeatable practical matter information acquired reflected b b initial random variation operating data available known operating variation attainable lower bound established random walk series place', 'place operating fashion initially provided lower bound temporary reduction place regulation pump phase change reduction variation result initial perturbation variation continued ensue effort reach level close lower bound course perturbation result', 'result notable variation point sufficient ultimately lead variation lower bound chart b applied operating evident lower bound random possible continue randomly effort reduce variation undertaking armed lower bound information operator discontinue', 'control mode manner lower bound substantially b control mode pump cease actual randomly carried sufficient obtain reliable lower bound information available time operate near lower bound b random sufficient achieve lower bound differential course', 'course operator fortunate achieve lower bound control mode point need additional lower bound attainable technique attainable relatively short time need undue time spent operating higher variation schematic overview depiction operation vibration', 'vibration pulsation minimization technique stimulation vibration sensor externally discharge pipe closer manifold course internal variation running control mode regardless host run manifold host triplex line running wellhead high stimulation', 'operation traversing formation high flow involved lower bound variation vibration substantially odds catastrophic event taking place long term substantially reduced vibration minimization technique specifically multiplex inherently randomly phase', 'phase sampling behavior run specifically involve recording vibration related random track effects eventually noted lower bound established upper bound lower bound information hand upper bound information begin earnest specifically control mode', 'mode technique vibration related information known lower bound substantially allow effectively reduce minimize overall vibration character multiplex practical manner require time control pump highly dynamic preceding presently technology pertain', 'pertain appreciate operation meaningfully sake lower bound vibration operating effective specifically alter behavior plunger pump reciprocation smooth sinusoidal behavior reducing individual overall character foregoing read pertaining precise read', 'read consistent']	69	[7, 7, 7, 7, -1, 7, 7, 7, 7, 7, 46, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 7, 7, 7, 7, 7, -1, -1, -1, -1, 0, 47, 1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, 7, -1, -1, 7, 7, 7, 7, -1, 7, -1, 7, 7, 16]	['bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.09675410916363306, 0.008202793202671883, 0.05733844954973699, 0.0572977094905674, 0.008935118303692716, 0.0024729341366244197, 0.004517726030640317, 0.0768310649433441, 0.006133719477306499, 0.012503386570767869, 0.006332795169978745, 0.0032774190487650837, 0.002369663541861134, 0.003916478611079818, 0.0031769602566375384, 0.007533564961096229, 0.005921803054472053, 0.0028772300856618146, 0.0051890598018732, 0.004542501874815988, 0.0038567087138070485, 0.011810987525653578, 0.031677171674305615, 0.0036896222877934024, 0.005252408507223749, 0.007254862223664738, 0.005315490358991118, 0.005551610147472166, 0.005822378392956381, 0.005309283836056001, 0.009838698233739831, 0.004162221234327817, 0.004974664416346802, 0.004520387891526839, 0.010085095657940926, 0.0033172020000295016, 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-0.10104916989803314, -0.49598345160484314, -0.13250038027763367, 0.45477718114852905, -0.5886651277542114, 0.09938745200634003, -0.7927029132843018, 0.5546026229858398, 0.8038883805274963, 0.6176130175590515, -0.14899370074272156, -0.49632322788238525, -0.20112627744674683, -0.18363085389137268, 0.014113781973719597, -0.21818681061267853, 0.008052007295191288, -0.5773647427558899, 0.5553708672523499, 0.44544050097465515, 0.10097945481538773, -0.2381223887205124, 0.15772005915641785, 0.08803240209817886, -0.2748517096042633, -0.2892255485057831]	[-1.1693875 -0.16921356 0.53646016 ... 0.6668183 -0.01045434 -0.9810789 ]	['16_spirit_person_appreciate_depart', '47_mixer_wellsite_skidded_stationary', '46_difficult_consuming_pipe_damping', '7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	coarse ascertain exploring port surface prolongation bound sleeve container basis water sand information failure hydrocarbon flow operation perturbation depth given drive mobile trucks acid spirit meaning composition string fleet slurry foregoing difficult block aqueous drilling data original subsea pipe comply operable appreciate pump gravel drill torque control depart temporarily screen equivalent wellsite reduced quickly permit applicant abstract complicated typically approximately piston limit valve multiplex mixer understand offshore sat stated running recovery costly polymer interpret model vibration eccentric hazardous gel drum return variation installation learning rotary cleavable dry production equipment trailer reservoir damping transportation fluidly lower disclosed skidded consuming impossible fluid base casing size bit time amide surfactant complex controller manifold solution stationary speed chloride mud preceding viscosity pack realize permanently position person reader metal outlet flexible truck formation	intention drilling costly mineral pipe practical explosive solver hazardous comply bentonite reduce exemplify variation pump expensive quartz rock prolongation determined drill huge calcium wellsite hydrocarbon reduced harsh crystallization silica seismic reduction tubing designing chloride complicated inventive trailer minimization slide approximate borehole viscosity teaching geologic hydraulic piston trucks brief valve acid cavity subterranean mixer communicating reducing oil fluid cement foregoing truck	drilling casing costly polymer original model subsea vibration eccentric surfactant comply operable drum pump port gravel prolongation learning rotary controller dry torque depart sand failure flow reduced hydrocarbon equipment wellsite quickly applicant depth speed stationary chloride abstract mud trailer reservoir damping preceding viscosity mobile trucks multiplex acid disclosed mixer skidded spirit reader composition string metal flexible fleet slurry offshore foregoing sat base running formation recovery	aqueous coarse data drilling interpret model time subsea pipe vibration eccentric surfactant operable appreciate variation pump gravel surface cleavable dry drill bound container water depart screen information equivalent failure hydrocarbon wellsite operation permit perturbation stationary speed abstract complicated reservoir mobile transportation trucks lower multiplex acid position mixer spirit person impossible reader composition fluid string meaning outlet flexible slurry offshore foregoing difficult formation	['Wellsite Fleet Management and Fluid Transportation Solutions with Stationary Skidded Containers', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface mixer fluidly connected mixer container container contain substantially sand sandlike silica quartz mixer operable', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'fluid hereinafter simply fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily wellsite surface fluid mixer fluid manifold known manifold trailer missile', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'fluid known gel mixer discharge base fluid fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface wellsite mixer fluidly connected', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US10100606B2'	'System and method for gravel packing a wellbore'	['E21B34/06', 'E21B34/063', 'E21B43/04', 'E21B43/08', 'E21B43/12']	['Valve arrangements for boreholes or wells in wells', 'Valve or closure with destructible element, e.g. frangible disc', 'Gravelling of wells', 'Screens or liners', 'Methods or apparatus for controlling the flow of the obtained fluid to or in wells']	2015-04-28T13:00:00Z	['Michael Langlais']	['Schlumberger Technology Corp']	['housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve positioned annulus flow control positioned annulus degradable degrade response contact fluid valve position position response degradable', 'degrading proportion fluid flow control entering screen housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve positioned annulus flow control positioned annulus degradable degrade response', 'response contact fluid valve position position response degradable degrading proportion fluid flow control entering screen valve intermediate tubular positioned annulus opening formed intermediate tubular body positioned intermediate tubular opening', 'opening formed body valve position position degradable offset valve position valve position screen opening opening flow control valve position screen flow control opening valve position flow control positioned bore body flow control inflow control', 'control flow control nozzle shunt tube positioned housing shunt tube positioned housing housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve positioned annulus screen opening valve', 'valve intermediate tubular opening formed body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response degradable degrading proportion fluid flow', 'flow control flowing screen body shaft degradable valve position valve valve position position degradable positioned shaft valve tracer valve position gravel housing screen inner tubular positioned radially inward housing flow control positioned', 'control fluid flow interior inner tubular valve operational position degradable valve positioned annulus housing inner tubular degrading degradable valve response degradable degrading release valve body blocking fluid flow valve proportion fluid', 'fluid flow control entering screen valve degrading degradable gravel prior valve valve running fluid degrade degradable running fluid degrading degradable gravel fluid running spacer fluid degrading degradable spacer fluid degrading degradable fluid', 'fluid running fluid gravel fluid fluid fluid fluid fluid fluid fluid opening formed inner tubular valve positioned screen opening valve intermediate tubular opening formed valve body positioned intermediate tubular opening formed valve body flow', 'body flow control positioned valve body degradable degrade response contact fluid valve position position response degradable degrading related priority provisional ser priority provisional ser stage valve gravel incorporated entirety field', 'field generally relate particularly relate controllably background information completion oftentimes run hydrocarbon surrounding formation completion base pipe screen disposed base pipe formed radially therethrough disposed inner diameter disposed', 'disposed inflow control designed control rate hydrocarbon flowing base pipe surface completion place annulus completion wall gravel prior hydrocarbon surrounding formation gravel pack annulus gravel slurry surface annulus gravel slurry gravel', 'gravel dispersed carrier fluid gravel slurry screen completion carrier fluid screen leaving gravel annulus gravel pack screen carrier fluid base pipe surface gravel slurry annulus minute inflow control large area carrier fluid flow base pipe', 'base pipe increase area carrier fluid flow additional formed base pipe additional screen gravel complete annulus additional allow control flow rate hydrocarbon base pipe flow path expanding elastomeric disposed base pipe nonpermeable housing', 'housing positioned therefrom elastomeric expand contact fluid time elastomeric expand prematurely gravel complete contact fluid manufacture transport storage run elastomeric lose contact swell undesirably later production provided introduce', 'introduce selection identify key essential matter aid matter disclosed housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve positioned annulus flow control positioned annulus degradable', 'degrade response contact fluid valve position position response degradable degrading proportion fluid flow control entering screen housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve', 'valve positioned annulus screen opening valve intermediate tubular opening formed valve body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response', 'response degradable degrading proportion fluid screen flow control gravel disclosed degrading degradable screen valve valve response degradable degrading proportion fluid flow control entering screen brief briefly noted considered view disclosed b', 'b view flow control disclosed view line disclosed view line disclosed view valve position flow tubular disclosed view valve position flow tubular degradable degraded disclosed view valve position flow tubular disclosed view valve position flow', 'flow tubular degradable degraded disclosed view valve position flow tubular disclosed view valve position flow tubular plug degraded disclosed view valve position flow tubular disclosed view valve position flow tubular cap degraded disclosed view', 'view valve position flow tubular disclosed view valve position fluid flow tubular degradable degraded disclosed view sliding sleeve fluid flow base pipe disclosed view valve valve position screen positioned base pipe view valve valve position screen', 'screen positioned base pipe view valve line disclosed view valve line disclosed view valve tracer disposed disclosed view tracer opening valve disclosed view valve showing tracer disposed disclosed view valve showing tracer disposed disclosed view', 'view valve showing tracer disposed disclosed view dehydration tube disclosed view valve position disclosed view valve disclosed view valve position disclosed view valve disclosed view disclosed completion instead addition completion packer open hole', 'open hole packer zonal isolation packer outer tubular housing screen inner tubular positioned housing annulus formed therebetween opening formed inner tubular valve positioned annulus flow control positioned annulus degradable degrade response', 'response contact fluid valve position position response degradable degrading proportion fluid screen flow control proportion fluid flow control entering screen change increase position gravel phase fluid entering screen greater flow gravel pack', 'pack return fluid entering screen flow flow control fluid flow flow control valve position flow restriction provided flow control majority fluid flow position production phase majority fluid fluid screen flow flow control inner tubular axial bore', 'bore formed therethrough tubular shape circular noncircular inner tubular base pipe housing disposed base pipe annulus housing annulus formed base pipe housing housing single tubular multiple tubular tubular combined housing positioned base pipe', 'base pipe screen wire wrapped helically base pipe mesh slotted liner filter screen integral housing production formed base pipe production screen production positioned screen production opening production axially circumferentially offset production', 'opening flow control disposed threaded opening flow control inner diameter flow control inflow control injection flow control injection flow control control flow base pipe base pipe passive autonomous passive refer restrict fluid flow selective', 'selective composition physical passive tortuous friction autonomous refer change flow restriction composition physical flow restriction water gas content production fluid type flow control opening flow control flow path screen base pipe b axial', 'b axial obstruction positioned housing annulus screen flow control b positioned bore obstruction obstruction positioned housing annulus screen production flow control c positioned bore obstruction flow control positioned conduit fluid communication', 'production gravel pack return opening conduit outlet intermediate tubular valve similar flow control obstruction extend completely radial width annulus conduit housing obstruction screen communication annulus housing formed therethrough covered mesh', 'mesh filter retain sand control dehydration gravel gravel pack return formed base pipe gravel pack return screen housing gravel pack return positioned screen screen positioned production opening gravel pack return gravel pack return opening gravel', 'gravel pack return axially circumferentially offset gravel pack return opening diameter gravel pack return aggregate areal times times times times times greater aggregate area production allow greater fluid flow gravel pack return production', 'disposed housing annulus valve valve valve check valve ball valve sliding sleeve type valve spring valve intermediate tubular disposed housing annulus positioned screen gravel pack return intermediate tubular substantially parallel longitudinal axis', 'axis base pipe housing intermediate tubular formed valve position opening intermediate tubular unobstructed valve position fluid flow particularly fluid flow housing annulus screen fluid flow intermediate tubular opening fluid flow end intermediate', 'tubular bore base pipe gravel pack return base pipe intermediate tubular single gravel pack return opening intermediate tubular conduit extending gravel pack return opening adjacent collinear opposing single gravel pack return opening single gravel', 'gravel pack return opening diameter obstruction extend completely housing annulus obstruction accomplished intermediate tubular gravel pack return opening view line disclosed shunt disposed housing annulus base pipe housing shunt greater shunt', 'shunt alternate path gravel slurry flow annulus gravel gravel slurry flow annulus shunt annulus gravel gravel slurry flow annulus obstruction shunt gravel slurry alternate path gravel shunt positioned annulus screen housing view line disclosed', 'disclosed intermediate tubular shunt disposed housing annulus intermediate tubular shunt intermediate tubular intermediate tubular axial barrier obstruction disposed housing annulus outside intermediate tubular shunt axial obstruction metal polymer', 'polymer elastomer elastomer combination axial obstruction packer axial obstruction prevent fluid flowing housing annulus fluid flowing intermediate tubular shunt axial obstruction path fluid flow therethrough view valve position flow intermediate', 'tubular disclosed valve body positioned intermediate tubular end bolt shaft disposed body shaft threaded body body sealing disposed sealing sealing elastomeric seal annular insert disposed shaft body insert threaded intermediate tubular axially', 'axially place intermediate tubular spring disposed shaft insert shaft inner surface intermediate tubular valve position compressed body inner shoulder insert spring compressed fluid end shaft degradable upset shaft degradable degradable degrade', 'degrade dissolve response contact fluid particularly degradable degrade dissolve sufficiently release shaft therefrom time response contact fluid degradable calcium magnesium aluminum polymeric plastic polymeric acid acid b c e f polyethylene oxide', 'oxide b addition degradable polymeric degradable employed enhance mechanical polymeric degradable carbon degradable composite fluid degradable degrade dissolve water formation fluid polar solvent nonpolar solvent gravel pack carrier fluid additive', 'additive combination degradable aluminum magnesium gallium indium bismuth silicon zinc degradable aluminum alloy ga degradable outer coating degradable contact fluid additive inner layer degradable contact fluid additive degradation spotting fluid', 'fluid degradable promote degradation swell degrade rubber rubber butyl rubber butyl rubber butyl rubber butyl rubber polyethylene acid graft copolymer polyvinyl alcohol cyclic acid anhydride graft copolymer isobutylene maleic anhydride acrylic acid', 'acid type copolymer polyethylene oxide cellulose type graft highly swelling clay sodium bentonite styrene butadiene hydrocarbon ethylene propylene monomer rubber natural rubber ethylene propylene diene monomer rubber ethylene vinyl acetate rubber', 'rubber rubber acrylonitrile butadiene rubber isoprene rubber chloroprene rubber chemistry limitation commonly time days week month month rate degradable depend type composition degradable type fluid time contact fluid fluid fluid fluid combination', 'degradable degrade dissolve production place flow screen axial obstruction positioned opening intermediate tubular gravel pack return base pipe axial obstruction positioned opening intermediate tubular screen axial obstruction annulus valve', 'valve positioned annulus section production annulus section injection injection water steam injection flow base pipe annulus section intermediate tubular valve screen prior degradable degrading corroding dissolving swelling degradable contact', 'contact shoulder insert secure valve position valve position fluid flow screen housing annulus opening intermediate tubular fluid flowing housing annulus axial direction axial obstruction fluid flow intermediate tubular opening fluid flow axial end', 'axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position fluid flow intermediate tubular degradable degraded disclosed degradable fluid degradable degrade dissolve time sufficiently release shaft instead', 'instead addition degradable expand swell response contact fluid shaft release response expansion shaft spring expand moving shaft body axially intermediate tubular position body proportion fluid screen opening reduce proportion screened fluid', 'fluid flowing gravel pack return body fluid flowing intermediate tubular sealing body seal body intermediate tubular body position shoulder outer surface body contact seat inner surface intermediate tubular halt valve position valve position fluid', 'fluid longer flow intermediate tubular opening obstruct screen gravel pack return base pipe result fluid entering screen flow bore base pipe production opening flow control production opening flow control base pipe production flow flow control axial', 'axial obstruction valve position view valve position flow tubular disclosed valve similar valve shaft optional valve shaft valve body place degradable degradable positioned body intermediate tubular length body degradable annular positioned recess', 'recess formed inner surface intermediate tubular valve position degradable positioned shoulder shoulder upset outer surface body degradable positioned recess formed outer surface body degradable positioned adjacent leading axial end body degradable', 'prevent body moving position left view valve position fluid flow intermediate tubular degradable degraded disclosed degradable fluid degradable degrade dissolve time sufficiently allow expand moving body axially intermediate tubular position body', 'body fluid flowing intermediate tubular view valve position flow tubular disclosed valve body disposed body define interior volume interior volume compressed fluid disposed limitation fluid air water hydrocarbon gas inert gas nitrogen carbon dioxide', 'dioxide combination fluid axial end body opening formed axially therethrough plug disposed opening prevent compressed fluid plug degrade dissolve swell response contact fluid particularly plug degrade dissolve swell sufficiently release compressed', 'fluid time contact fluid degradable view valve position fluid flowing intermediate tubular plug degraded disclosed plug fluid plug degrade dissolve swell time plug compressed fluid escape opening body body axially intermediate tubular position body', 'body fluid flowing intermediate tubular view valve position flow tubular disclosed valve body disposed body define interior volume spring disposed interior volume cap threaded axial end body spring compressed body cap cap degrade dissolve swell', 'swell response contact fluid particularly cap degrade dissolve swell sufficiently time contact fluid allow spring expand degradable view valve position fluid flowing intermediate tubular cap degraded disclosed cap fluid cap degrade dissolve swell', 'swell time cap compressed spring expand body axially intermediate tubular position body fluid flowing intermediate tubular view valve position valve offset opening intermediate tubular disclosed valve similar valve intermediate tubular body shaft', 'shaft insert spring degradable combination body formed axially prior degradable degrading dissolving degradable contact insert secure valve position valve opening intermediate tubular valve position fluid flow flow path particularly fluid flow', 'flow housing annulus screen fluid flow opening intermediate tubular fluid flow axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position valve intermediate tubular disclosed degradable fluid degradable degrade', 'degrade dissolve swell time sufficiently release shaft shaft degradable spring expand moving shaft body axially intermediate tubular position compressed fluid body position valve position body valve overlap intermediate tubular body valve smaller', 'smaller area intermediate tubular body disposed threaded valve position fluid flow axial bore body axial bore flow control nozzle positioned axial bore flow control diameter valve position proportion fluid housing annulus screen flow control change', 'change increase position gravel operation fluid housing annulus screen flow flow control position production phase fluid housing annulus screen flow flow control fluid flowing gravel pack return valve position fluid flowing gravel pack return valve', 'valve position flow control valve production flow control base pipe flow control axial obstruction production flow control base pipe shoulder outer surface body contact seat inner surface intermediate tubular halt valve position valve position latch', 'latch latch body hinge latch body position position spring kick latch body latch edge opening shoulder recess base pipe housing latch prevent body moving position view optional sliding sleeve fluid flow gravel pack return disclosed sliding sleeve', 'sleeve position sliding sleeve gravel pack return fluid flow gravel pack return sliding sleeve position shifting inside base pipe position sliding sleeve prevent fluid flow gravel pack return view valve valve position screen positioned base pipe', 'base pipe valve position fluid follow path particularly fluid flow outer shroud axial barrier obstruction prevent fluid flowing axially therethrough fluid flow screen fluid flow axially bypass ring base pipe fluid follow path fluid flow intermediate', 'tubular opening fluid flow intermediate tubular bore base pipe gravel pack return base pipe view valve valve position screen positioned base pipe valve position fluid flow axial bore valve fluid flow axial bore flow intermediate tubular fluid flow', 'flow base pipe gravel pack return view valve line disclosed similar shunt positioned external housing particularly shunt positioned housing shroud shunt transport crossover port positioned therebetween housing circular make room external shunt', 'shunt intermediate tubular positioned housing base pipe view valve line disclosed similar shunt positioned housing axial obstruction positioned housing base pipe axial obstruction prevent fluid flowing axially housing annulus fluid flowing', 'flowing intermediate tubular operation run drill pipe coiled tubing run fluid degrade degradable degradable degradable plug cap degradable fluid fluid desired position annulus gravel prior actuation valve gravel pack annulus gravel slurry annulus', 'annulus surface gravel slurry screen carrier fluid gravel slurry flow annulus screen housing annulus valve position time fluid flow radially intermediate tubular flow axial end intermediate tubular bore base pipe gravel pack return carrier fluid', 'fluid flow surface gravel gravel slurry large pass screen result left annulus proximate screen gravel obstruct annulus outside screen gravel slurry able flow subsequent completion gravel slurry flow shunt bypass bridged annulus outside screen gravel', 'gravel place degradable degradable degradable plug cap degradable degrade dissolve contact fluid gravel fluid spacer fluid fluid time fluid degradable degrade dissolve water formation fluid gravel pack carrier fluid additive spotted pill combination', 'valve position position response degradable degrading dissolving valve position position response expanding contact fluid time position valve prevent fluid flowing screen gravel pack return valve obstruct valve position reduce restrict fluid flow', 'flow flow screen gravel pack return valve position production surrounding formation begin hydrocarbon flow annulus formation hydrocarbon gravel screen flow housing annulus gravel pack return valve hydrocarbon flow production bore base pipe valve', 'valve flow control nozzle fluid continue flow valve bore base pipe gravel pack return noted production flow control valve flow control barrier production flow control addition gravel valve injection place gravel valve position valve intermediate', 'tubular rotated injection inlet opening valve positioned proximate gravel pack return outlet valve positioned proximate screen positioned manner valve obstruct restrict fluid flow gravel pack return screen particularly injection fluid water steam', 'steam spotting pill base pipe surface location injection fluid flow housing annulus gravel pack return injection fluid flow axially housing annulus flow axial obstruction injection fluid flow intermediate tubular injection fluid flow intermediate', 'tubular screen casing annulus view valve showing tracer disposed disclosed valve tracer disposed valve valve valve tracer interior volume body valve frangible rupture disk positioned outer surface outer axial surface body contain tracer interior', 'interior volume path fluid communication outer radial surface body plunger disposed channel proximate outer radial surface body view tracer opening valve disclosed valve position position outer radial surface valve contact inner radial surface', 'surface intermediate tubular shoulder stop valve position contact push force rupture disk rupture tracer tracer flow surface indicator opening intermediate tubular flow path gravel pack return blocked tracer chemical signature color recognizable', 'surface valve unique tracer valve view valve showing tracer disposed disclosed tracer disposed axial bore body valve tracer positioned leading end body flow tracer place layer frangible dissolvable degradable layer degradable tracer produced surface', 'surface layer view valve showing tracer disposed disclosed tracer disposed axial bore body valve tracer positioned leading end body flow particularly tracer positioned retaining flow retaining integral inner surface body axial bore retaining annular', 'annular ring disposed annular recess formed inner surface body retaining flexible rubber bend flex allow tracer pass therethrough valve position fluid flow tracer left inner diameter retaining equal greater inner diameter flow view valve showing', 'showing tracer disposed disclosed tracer disposed axial bore body valve tracer positioned leading end body flow tracer positioned upstream flow particularly tracer annular ring sleeve chemical signature contact time tracer release chemical signature', 'signature contact hydrocarbon fluid production view dehydration tube disclosed dehydration tube positioned base pipe screen formed radially dehydration tube gravel gravel slurry casing annulus surface location gravel casing annulus carrier fluid', 'fluid flow dehydration tube carrier fluid flow dehydration tube base pipe gravel pack return gravel pack return housing single gravel pack return housing multiple screen section base pipe gravel pack return screen segment base pipe gravel complete', 'complete dehydration tube prevent formation flowing therethrough accomplished dehydration tube valve position position degradation degradable expansion position position prevent fluid flowing axially dehydration tube restrict fluid flow dehydration', 'tube screen prevent flow dehydration tube dehydration tube rig floor connect dehydration adjacent valve disposed jumper prevent fluid communication inner diameter dehydration tube valve dehydration tube screen view valve position disclosed instead', 'instead addition degradable degradable valve positioned opposing shaft positioned shaft positioned view valve disclosed shaft contact prevent axial movement shaft valve position view valve position disclosed exposed fluid time swell expand pushing', 'pushing away swell degrade response contact fluid degradable combination degradable degradation complete production push degraded induce view valve disclosed away inner diameter greater outer diameter shaft enable shaft axially response force valve', 'valve position gravel degrading degradable screen valve valve response degradable degrading change proportion fluid flow control overall fluid screen gravel prior valve gravel involve gravel pack carrier fluid gravel slurry gravel pack carrier fluid', 'fluid fluid fluid produced valve run fluid degrade degradable fluid fluid fluid fluid drill base fluid polarity drilling fluid run fluid degrade degradable gravel place fluid degradable sufficiently valve degradable degraded fluid fluid gravel fluid', 'fluid spacer fluid degradable degradable oil water run fluid gravel fluid fluid fluid fluid fluid fluid fluid fluid fluid capable degrading fluid fluid spacer fluid drilling fluid gravel fluid spacer fluid degrade degradable spotting pill fluid', 'fluid degrade degradable additionally degrading degradable degradable degraded production formation fluid gravel fluid production degradable degrade causing finally promote retard degradation degradable inner outer upper lower upward downward inward', 'inward outward refer relative denote direction spatial orientation couple connect connection connected connection refer direct connection connection intermediate preceding disclosed functionally equivalent foregoing directed basic']	106	[15, 15, 15, 15, 0, 15, 15, 15, 15, 0, 15, -1, 1, 1, 1, -1, 15, 15, 15, 15, 15, 15, 15, -1, -1, 15, 15, -1, -1, -1, -1, -1, -1, 1, 1, 1, 1, -1, 1, 1, 1, 0, 0, 0, 15, 1, 1, 1, 1, 1, -1, 15, 15, 0, 15, -1, 1, 1, 15, 15, 15, 0, -1, 15, -1, -1, -1, 15, 15, -1, 0, 1, 0, 0, 1, 0, 1, 1, -1, 15, 1, 1, 15, 15, 1, 1, 1, 1, 0, 0, 1, -1, -1, 0, -1, 1, 1, 15, 15, 15, 15, 15, 15, -1, 15, 16]	['degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[2.2217320954894026e-306, 2.857174636820134e-307, 9.36535870761718e-307, 7.49887444382786e-307, 1.6130527666734352e-307, 7.978338230419326e-308, 6.862551791888945e-308, 2.8200000987930996e-307, 7.696580016059068e-308, 1.24536811332183e-307, 1.0677177894799243e-307, 1.13794808888119e-307, 6.170500201955342e-308, 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-0.16979341 0.23183465 ... 0.04768061 0.08389991 -0.7842498 ]	['16_spirit_person_appreciate_depart', '15_degradable_valve_tubular_position', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	degradable ascertain port surface sleeve water sand information flow depth drive formed acid spirit meaning composition string slurry foregoing block aqueous data drilling comply operable appreciate pump gravel drill torque control depart screen equivalent quickly applicant abstract body degrading tubular piston limit valve intermediate understand stated degrade polymer interpret positioned model eccentric gel return learning rotary cleavable degraded production equipment opening reservoir disclosed fluid inner casing annulus size bit time amide surfactant controller speed chloride mud view preceding viscosity pack realize position person reader metal outlet formation	choke intention drilling mineral pipe practical comply bentonite exemplify pump rock bleed determined drill calcium hydrocarbon crystallization silica seismic tubing designing chloride inventive degrading slide borehole viscosity teaching hydraulic geologic piston valve acid cavity injection communicating oil fluid cement dissolving dehydration foregoing degradation	drilling casing annulus polymer model eccentric surfactant comply operable pump port gravel learning rotary controller degraded torque depart screen sand flow equipment quickly applicant depth chloride abstract mud opening reservoir degrading preceding viscosity tubular valve acid disclosed spirit reader composition fluid string metal intermediate slurry foregoing formation	degrade degradable drilling data aqueous interpret model time eccentric surfactant operable appreciate pump gravel surface cleavable drill water depart screen information equivalent speed abstract body reservoir degrading tubular valve acid position spirit person reader composition string fluid meaning outlet intermediate slurry foregoing formation	['Degradable Fluid Flow Control Valve System in Tubular Housing', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['control fluid flow interior inner tubular valve operational position degradable valve positioned annulus housing inner tubular degrading degradable valve response degradable degrading release valve body blocking fluid flow valve proportion fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'valve intermediate tubular opening formed body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response degradable degrading proportion fluid flow', 'flow housing annulus screen fluid flow opening intermediate tubular fluid flow axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position valve intermediate tubular disclosed degradable fluid degradable degrade', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150072905A1'	'Viscoelastic compositions'	['C09K8/68', 'C07C229/12', 'C07C69/40', 'C09K23/18', 'C09K8/62', 'C09K2208/30']	['Compositions based on water or polar solvents containing organic compounds', 'Compounds containing amino and carboxyl groups bound to the same carbon skeleton having amino and carboxyl groups bound to acyclic carbon atoms of the same carbon skeleton the carbon skeleton being acyclic and saturated having only one amino and one carboxyl group bound to the carbon skeleton the nitrogen atom of the amino group being further bound to acyclic carbon atoms or to carbon atoms of rings other than six-membered aromatic rings to carbon atoms of acyclic carbon skeletons', 'Succinic acid esters', 'Quaternary ammonium compounds', 'Compositions for forming crevices or fractures', 'Viscoelastic surfactants [VES]']	2014-06-12T13:00:00Z	['Jian Zhou', 'Timothy Gareth John Jones', 'Trevor Lloyd Hughes', 'Robert Seth Hartshorne', 'Gary John Tustin']	['Schlumberger Technology Corp']	['aqueous cleavable surfactant possibly electrolyte cleavable weak chemical bond capable broken appropriate produce oil soluble water soluble typically interfacial surface activity original surfactant molecule aqueous composition usually cleavage', 'cleavage cleavable surfactant generally resulting elimination surfactant composition aqueous accordance suitable particularly hydraulic subterranean service fluid subterranean formation cleavable service fluid aqueous composition cleavable', 'cleavable surfactant cleavable surfactant amide surfactant ester surfactant structure formula formula formula r r z formula r r b formula r r formula r saturated unsaturated linear branched aliphatic chain carbon x coo group r r v r r r r r r', 'r r r r r independently hydrogen linear branched saturated aliphatic chain carbon atom linear branched saturated aliphatic chain carbon atom hydrogen hydroxyl group cleavable formula r group linked hydrogen sulfonate anionic group z b ionic', 'z b ionic cleavable surfactant formula formula z monovalent anion divalent anion b hydrogen monovalent cation excluding formula x r r independently hydrogen greater equal r r service fluid cleavable surfactant structure formula r r service fluid r', 'fluid r group service fluid x group r hydrogen atom service fluid r r r r r service fluid electrolyte service fluid electrolyte inorganic water soluble salt organic water soluble salt service fluid aqueous composition aqueous gel service fluid', 'fluid rheology enhancer concentration sufficient shorten shear recovery time fluid rheology enhancer polymer selected group polyvinyl service fluid aqueous composition cleavable surfactant structure r saturated unsaturated linear branched aliphatic', 'aliphatic chain carbon service fluid r service fluid r related continuation pub ser priority pat ser priority national stage priority great incorporated entirety field suitable particularly hydraulic subterranean significant elastic applied stress', 'stress composition behaviour intermediate elastic solid viscous fluid background oil natural gas subterranean geologic formation reservoir drilling formation hydrocarbon typically oil reach surface oil produced travel formation ultimately surface', 'surface sufficiently unimpeded formation rock sandstone generally rock sufficient size common reason decline oil production damage formation rock flow oil damage remedial formation naturally tight low permeability formation sufficiently small oil', 'small oil slowly generally increase permeability formation stimulation stimulation formation react dissolve damage formation react dissolve small formation create alternative hydrocarbon formation sufficient formation channel hydrocarbon flow', 'flow formation hydraulic breaking surrounding strata formation fluid directed face formation sufficient initiate extend formation typically zone zone formation multiple hydrocarbon easily flow typical generally carrier fluid usually water brine', 'brine polymer water firstly create extend sufficiently deliver carrier fluid operation usefully employed conveniently aqueous solution capable forming composition brevity simplicity utility fluid stability low residue content conventional', 'specifically tend spherical generally capable forming composition particularly aqueous composition suitable hydraulic specifically tend long rodlike wormlike micelle capable forming aqueous composition applicable hydraulic relatively low total', 'low total concentration surfactant typically range long rodlike wormlike micelle overlap forming entangled network typically large micelle interaction formation hydrocarbon micellar broken interaction hydrocarbon fluid solution low viscosity formed', 'formed surfactant fluid produced hydrocarbon dramatic change micellar structure rodlike wormlike spherical dramatic change fluid composition inviscid solution responsive fluid easy removal clean fluid hydrocarbon production pat foam fluid stable', 'stable range easily possessing good shear stability aqueous liquid thickening surfactant formula functionally effective surfactant capable forming foam pat hydraulic fluid aqueous base fluid water thickener selected group inorganic water soluble', 'soluble salt surfactant placement organic salt c c alcohol fluid stated high permeability subterranean pat reducing fluid loss relatively low permeability formation cleanup fluid reducing production water subterranean formation reducing equipment', 'equipment mix pump fluid surfactant aqueous surfactant hydraulic fluid aqueous thickener water soluble salt amine salt amine thickener formation pat formation inflow formation water turn recovery fluid selectively blocking pore structure formation', 'formation face zone hydrocarbon zone pore structure blocked plug viscous fluid surfactant capable forming wormlike aqueous environment potential disadvantage prior tendency individual surfactant formation fluid hydrocarbon extracted emulsion formed', 'formed matrix produce barrier formation fluid flow limit fluid clean hydrocarbon production provided aqueous composition cleavable surfactant term cleavable surfactant surfactant weak chemical bond molecule broken rate appropriate produce smaller', 'smaller molecule cleavable surfactant degradable temporary surfactant cleavage weak chemical bond cleavable surfactant viscosity aqueous composition usually cleavage breakdown cleavable surfactant typically soluble oil soluble water original', 'original surfactant molecule breakdown interfacial nonsurface active comparison surfactant molecule cleavage cleavable aqueous composition accordance surfactant composition reducing potential surfactant fluid formation fluid advantageously aqueous', 'aqueous suitable service fluid particularly hydraulic fluid subterranean cleanout fluid obviate prior conveniently elimination surfactant aqueous composition outlined easy removal cleanup fluid additionally potential surfactant unwanted stable', 'stable generally weak chemical bond cleavable surfactant broken appropriate rate conversion composition low viscosity solution efficiency service fluid removed formation fluid typically aqueous suitably solution gel typically cleavable surfactant', 'added aqueous composition water generally composition alter addition optional term electrolyte compound complete dissociation solution preferably source added composition cleavable surfactant increase viscosity composition composition gel provided', 'provided aqueous composition cleavable surfactant electrolyte generally aqueous composition sufficient quantity electrolyte inorganic organic water soluble salt typical inorganic water soluble suitable alkali metal potassium ammonium potassium', 'potassium chloride tetramethyl ammonium chloride ammonium chloride alkaline earth metal calcium chloride calcium bromide magnesium chloride transition metal zinc halide aluminium zirconium dissolve aqueous solution release divalent carbonate', 'carbonate suitable organic water soluble typically involve sodium potassium salt organic anion anion aromatic organic anion salicylate naphthalene sulfonate p ethyl phenate phenate toluene sulfonate dimethyl amine oxide preferably electrolyte', 'inorganic water soluble salt preferably alkali metal salt preferably potassium salt optimum choice electrolyte determined structure cleavable surfactant normally chosen strength tolerance aqueous composition typically gel additionally electrolyte', 'chosen compatible cleavable surfactant undesirable formed concentration electrolyte employed typically dependent nature electrolyte type cleavable surfactant composition concentration cleavable surfactant nature cleavable surfactant type', 'type concentration electrolyte determination aqueous composition determined person suitable test aqueous composition measured carrying dynamic oscillatory composition generally h al introduction rheology typical dynamic oscillatory experiment', 'composition sinusoidally sin strain maximum strain time angular frequency shear stress given sin phase angle relative given elastic g viscous g resolved expanding sine function sin cos cos sin g sin cos g cos g sin dynamic g storage modulus elastic', 'elastic g loss modulus viscous composition preferably aqueous composition aqueous gel term gel composition elastic g important viscous g evolution predominantly viscous liquid gel gel point time contribution elastic viscous equal point time phase', 'phase angle cleavable capable forming wormlike opposed spherical sheetlike cleavable formation micellar typically viscosity aqueous composition generally composition concentration range weight composition ability surfactant wormlike impart aqueous', 'aqueous composition hereinabove cleavable generally ability micelle broad range generally aqueous composition weight composition cleavable surfactant cleavable typically hydrophobic group linked hydrophilic group weak chemical bond brevity', 'brevity simplicity linkage linkage desired appropriate time produce oil soluble water soluble product general hydrophobic group usually linear branched hydrocarbon chain fully saturated unsaturated hydrophilic usually positively negatively', 'zwitterionic typically linkage suitably acetal amide ether ester group weak chemical broken hydrolysis rate acid alkaline possible preferably linkage acetal amide ester group cleavable cationic anionic zwitterionic cleavable known detergent personal', 'personal care fabric hair k marcel york respectively formulate particularly formation generally undesirable product suitable cationic cleavable se hereinafter aqueous formulae suitable anionic cleavable se hereinafter aqueous formulae suitable', 'suitable zwitterionic cleavable se hereinafter aqueous formulae r saturated unsaturated linear branched aliphatic chain carbon preferably straight branched alkyl chain r r independently hydrogen linear branched saturated aliphatic chain carbon atom', 'atom preferably group linear branched saturated aliphatic chain carbon atom hydrogen hydroxyl group oh cleavable surfactant cationic r r r cleavable surfactant zwitterion r linear branched saturated aliphatic chain carbon atom z b ionic typically z', 'z monovalent anion halide perchlorate nitrate divalent anion carbonate b hydrogen monovalent cation alkali metal ion potassium sodium cleavable surfactant generally product linkage cleavable surfactant amide ester group carbonyl carbon atom', 'atom positioned closer hydrophilic group group forming reverse cleavable reverse typically formulae ad alcohol amine product long chain alcohol r oh long chain amine r acid product r r r coo r r r coo alternatively carbonyl carbon atom ester amide', 'amide linkage positioned away hydrophilic group coo group typically formulae eh acid product long chain carboxylic acid r alcohol amine type product f e oh ester version amide version f r r r n cationic cleavable coo anionic cleavable r r n r coo', 'r n r coo zwitterionic cleavable cleavable aqueous prepared synthetic approach cleavable surfactant coupling long chain alcohol amine carboxylic acid anhydride carboxylic acid halide hydrophilic group r r r n z attached opposite end hydrocarbon', 'chain march j advanced organic chemistry edition sons york kaiser al journal organic chemistry chemistry acyl interscience york q rev soc butler al j soc p al j soc challis challis chemistry interscience york incorporated typical representative', 'outlined alternatively cleavable surfactant coupling carboxylic acid carboxylic acid halide alcohol amine hydrophilic group attached opposite end hydrocarbon chain typical representative outlined approach cleavable surfactant multiple stage approach', 'approach reaction scheme j independently selected oh g stage coupling alcohol amine carboxylic acid anhydride carboxylic acid halide type compound march j advanced organic chemistry edition sons york product stage appropriate amine produce cationic', 'cationic cleavable surfactant zwitterionic intermediate cleavable surfactant march j advanced organic chemistry edition sons york al j al j acyclic aliphatic tertiary york alternatively product stage sodium sulphite produce anionic cleavable', 'cleavable surfactant march j advanced organic chemistry edition sons york gilbert sulfonation related interscience york al j zwitterionic cleavable surfactant produced stage intermediate amine product stage carboxylic acid halide typically rate', 'rate linkage cleavable surfactant broken dependent aqueous composition appropriate cleavable degraded aqueous composition contribution elastic modulus g composition viscous modulus g resulting composition low viscosity fluid behaviour typically rate', 'rate conversion aqueous composition low viscosity fluid generally dependent decomposition rate cleavable generally cleavable higher faster rate cleavage cleavable surfactant specifically linkage cleavable surfactant ester group decomposition rate', 'rate maximum high alkaline conversely cleavable linkage amide group decomposition rate maximum low acidic low say acidic cleave cleavable linkage acetal general produced cleavable surfactant capable composition cleavable degradable linkage ester', 'ester amide group main degrade long chain alcohol amine degrade long chain carboxylic acid typically long chain known similarly long chain typically long chain carboxylic designing composition cleavable formulae eh generally important ensure acidic', 'acidic cleavage surfactant aqueous optionally additional pat pat pat pat incorporated aqueous preferably service fluid preferably hydraulic fluid cleanout fluid preferably aqueous fluid service fluid aqueous composition accordance prepare service', 'service fluid particularly hydraulic fluid cleanout fluid particularly aqueous fluid cleavable surfactant generally added aqueous solution quantity electrolyte typically inorganic organic water soluble salt fluid density important consideration', 'employed standard known employed heating solution special agitation normally course extreme cold canada normal heating employed preferable dissolve cleavable surfactant lower molecular weight alcohol prior aqueous solution lower molecular weight', 'weight alcohol diol propylene glycol function surfactant concentrate aid cleavable surfactant aqueous solution similar employed agent employed prevent undesirable foaming preparation fluid foam desirable fluid desired gas air nitrogen carbon dioxide', 'dioxide employed addition cleavable service fluid contain conventional perform desired corrosion previously suspended service fluid generally micellar formed cleavable micellar service fluid shear rate presence hydrocarbon reservoir typically', 'typically cleavable surfactant wormlike micelle interact produced formation stage wormlike micellar longer impart high viscosity transport additionally time cleavable surfactant conveniently decompose breakdown soluble water soluble oil extracted', 'extracted produced hydrocarbon produced water provided subterranean formation service fluid cleavable surfactant b fluid subterranean formation sufficient formation hereinabove previously cleavable se provided cleavable surfactant structure formula', 'formula formula formula r r z formula r r b formula r r formula r saturated unsaturated linear branched aliphatic chain carbon x coo r group r r v r r r r r r independently hydrogen linear branched saturated aliphatic chain carbon atom linear', 'linear branched saturated aliphatic chain carbon atom hydrogen hydroxyl group cleavable formula r group linked hydrogen sulfonate carboxylate anionic group z b ionic cleavable surfactant formula formula z monovalent anion divalent anion b hydrogen', 'hydrogen monovalent cation excluding formula x r r independently hydrogen r r preferably r aliphatic chain carbon preferably carbon generally maximum chain length r provided cleavable surfactant entity aqueous composition preferably straight', 'straight branched alkyl chain suitable monovalent z halide perchlorate nitrate ion suitable divalent z carbonate suitable monovalent b alkali metal potassium sodium cleavable accordance formula formula formula glycine ester chloride succinic acid', 'acid accordance bit bit body bit body leading cutting trailing cutting trailing cutting cutting obtuse cutting bit leading cutting blade bit trailing cutting blade bit obtuse cutting edge trailing cutting contact workpiece cutting operation leading', 'leading trailing cutting bit drilling borehole deflection bit deflection casing window milled casing trailing cutting bit borehole extending leading cutting bit provided introduce consideration identify key essential matter aid brief illustration', 'nonlimiting schematically graph showing particularly elastic modulus g viscous modulus g aqueous gel cleavable surfactant potassium chloride function frequency c c c graph showing particularly elastic modulus g viscous modulus g measured frequency', 'frequency aqueous gel cleavable surfactant potassium chloride function graph viscosity versus shear rate c aqueous potassium chloride graph similar showing c graph similar showing viscosity profile versus shear rate composition acetic acid potassium', 'potassium acetate potassium chloride c c graph viscosity versus shear rate c aqueous gel ammonium chloride potassium acetate potassium chloride graph g g measured frequency aqueous gel cleavable surfactant potassium chloride function graph steady', 'steady shear viscosity function shear rate c c c c respectively gel potassium chloride graph viscosity versus shear rate time aqueous gel potassium acetate potassium chloride measured c graph low shear viscosity profile time aqueous gel aged c', 'aged c potassium chloride graph similar showing viscosity profile time aqueous gel acetic acid potassium chloride measured c route synthesis amide succinic acid route synthesis amide succinic acid viscosity high shear rate ester succinate amide', 'amide succinate amide succinate function viscosity high shear rate amide succinate gel time stability ester succinate ester amide succinate amide amide maleate viscosity centipoise centipoise equivalent synthesis glycine ester chloride glycine ester', 'ester chloride brevity simplicity reaction scheme erucic acid g slowly added g stirring reaction mixture c saturated solution added reaction mixture organic layer collected aqueous layer washed ether ether layer combined organic layer combined', 'combined organic removed yield alcohol g alcohol g toluene added chloride g reaction mixture c reaction mixture washed water aqueous organic organic layer dried sodium sulphate solvent removed yield chloroacetate g conversion chloroacetate', 'quaternary amine glycine ester chloride carried solution chloroacetate g added g dimethyl ethyl amine reaction c glycine ester chloride g yield collected light yellow wax removal solvent resulting product washed heptane dried vacuum completion', 'reaction layer chromatography reaction product mass spectroscopy layer chromatography product glycine ester chloride waxy solid room soluble water preparation aqueous gel glycine ester chloride potassium chloride gel depend concentration cleavable', 'cleavable surfactant type concentration added electrolyte aqueous gel composition potassium chloride aqueous solution demonstrate composition range c c data stress rheometer model available fitted standard cup bob geometry c dynamic oscillatory', 'determine elastic storage modulus g elastic viscous loss modulus g viscous function oscillation frequency constant strain c composition strong elastic gel measured frequency range elastic modulus g pa magnitude higher viscous modulus g suggesting', 'elastic solid long relaxation time r c behaviour frequency frequency c relaxation time r determined terminal region frequency spectrum plateau viscosity low shear c behaviour reduced relaxation time r c rheology fluid characteristic maxwell fluid', 'fluid single relaxation time r dynamic g g p r r g g p r r viscosity maxwell fluid given g p r g p plateau value g g p essentially independent viscosity c c c plot dynamic measured single frequency versus data elastic modulus greater viscous modulus', 'modulus ambient elevated c determination shear viscosity function shear rate glycine ester chloride potassium chloride potassium chloride respectively prepared steady shear function shear rate measured c c data collected stress rheometer fitted', 'fitted standard cup bob geometry c c data viscosity maximum plateau low shear rate range maximum viscosity range reasonable agreement zero shear viscosity given product plateau elastic modulus g p relaxation time r determined dynamic oscillatory', 'geometry c clearly plateau lower shear rate range maximum plateau viscosity composition composition prepared viscosity composition measured c c shear prepared acetic acid potassium acetate potassium chloride water viscosity composition measured', 'measured shear rate composition low shear viscosity c c cleavable surfactant prepared create gel combination cationic methyl ammonium chloride aqueous gel prepared viscosity gel measured c shear ammonium chloride potassium acetate potassium chloride', 'chloride water generally composition cleavable surfactant usefully relative equivalent possible higher type surfactant combination cleavable surfactant surfactant gel capable degraded low viscosity solution appropriate alcohol cleavage surfactant', 'gel surfactant synthesis succinic acid cleavable surfactant succinic acid brevity simplicity structure solution alcohol g added succinic anhydride g amine g reaction mixture c solvent removed resulting formation light yellow oil oil molar solution', 'solution hydrochloric acid resulting product extracted ether combined ether removed yield succinic acid product g succinic acid succinate analysis mass spectroscopy molecular weight product succinic acid mass spectroscopy preparation aqueous gel', 'gel succinate aqueous solution surfactant prepared water addition potassium hydroxide solution addition potassium chloride solution formation strong aqueous gel gel function notable case gel elastic modulus g greater viscous modulus g range c steady', 'c steady shear viscosity function shear rate aqueous gel prepared c respectively low shear viscosity gel maximum range c consistent maximum ratio given dynamic oscillatory gel low shear viscosity excess c data collected stress rheometer fitted', 'fitted standard cup bob geometry c decomposition alkaline aqueous gel prepared formulation potassium chloride water molar solution sodium hydroxide added aqueous gel prepared ambient gel immediately degraded aqueous gel converted clear solution', 'solution waterlike viscosity solid alcohol floating surface product emulsion vigorously mixed excess oil reaction aqueous gel initial prepared formulation potassium chloride potassium acetate water gel aged c viscosity function time aqueous gel', 'gel reduced solution viscosity solution emulsion vigorously mixed oil decomposition alkaline aqueous gel initial prepared formulation prepared potassium chloride water gel aged c viscosity function time case strong aqueous gel reduced low viscosity', 'viscosity solution solution emulsion vigorously mixed oil rate decomposition cleavage surfactant increasing initial gel low shear viscosity gel initially time interval decreasing sharply decomposition acidic aqueous gel prepared formulation', 'potassium chloride acetic acid water gel aged c viscosity function time viscosity gel progressively hour reaction synthesis amide cleavable amide succinic acid solution amine added g say mole succinic anhydride solution refluxed c ensure complete', 'complete reaction removed vacuum petroleum ether added excess succinic anhydride soluble petroleum ether removed filtration paper petroleum ether solution c overnight centrifuge white solid collected min product washed cold petroleum ether dried', 'dried vacuum equivalent prepare amide maleic acid maleic acid amide glutaric acid glutaric anhydride synthesis forward amide cleavable reagent acid chloride prepared erucic acid manner g erucic acid added thionyl chloride reaction continued reflux', 'reflux min solvent removed vacuum light brown liquid acid chloride product collected liquid added sodium salt reaction took place reflux solvent removed vacuum petroleum ether added solution paper filtrate solution c light yellow solid product', 'product collected decomposition amide succinate amide plotted viscosity shear rate aqueous fluid amide succinate equal function time c c c c horizontal doted line positioned limit gel considered insufficient c gel hour c gel c viscosity gel time', 'gel time reach viscosity finally c viscosity slowly excess viscosity greater consequence fluid amide succinate notably f f f degrade significantly f degrade rapidly permit transport agent prevent gel amide permitted gel amide f emulsion tendency', 'tendency mixed oil degraded comparison rheology aqueous ammonium chloride ester succinate amide succinate amide succinate plotted viscosity high shear rate ammonium chloride ester succinate amide succinate amide succinate function horizontal line', 'line level gel considered insufficient viscosity ammonium chloride gel f c ester succinate amide succinate amide succinate remain stable f c amide succinate remains stable higher ester amide succinate practically ester succinate f c amide gel f c', 'gel f c amide succinate gel degrade greater f c emulsion tendency mixed oil degraded ester succinate amide succinate amide succinate comparison degradation rate ester succinate ester amide succinate amide amide maleate aqueous surfactant ester', 'ester succinate ester amide succinate amide amide maleate prepared equal respectively plotted time gel stable function horizontal line time advantageous gel stable ester succinate gel remain stable approximately c f c increase fluid initial slightly', 'slightly curve ester succinate gel left say lower ester succinate remain stable approximately approximately c f c ester gel remains stable f c reduction fluid initial slightly curve right say greater ester remain stable f c amide succinate gel', 'gel remains stable f c gel amide gel remains stable f c gel finally aqueous surfactant ester succinate ester amide succinate amide stable high location range f possible gel family']	106	[1, 1, 1, 1, 1, 1, 1, -1, 2, -1, 1, -1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, -1, 1, 1, 1, 1, 1, 21, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, -1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size']	[0.13339690610156996, 0.3376179602599677, 0.07973200280439759, 0.059350719537211, 0.017219862457196512, 0.004768529421206051, 0.005260572563902197, 0.021451606096121945, 0.006505322983530953, 0.008806210545727281, 0.009966396924242515, 0.00593755957142837, 0.004000353169772191, 0.006199419003498396, 0.0037985594564605577, 0.01565005515618526, 0.005577466365816802, 0.0060514132354679085, 0.010719998580467191, 0.00665088047238001, 0.004331183084040613, 0.0078604786604282, 0.012012631654371381, 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-0.22202596068382263, -0.40658605098724365, -0.3065846264362335, -0.18044054508209229, 0.04640420526266098, -0.6018728613853455, 0.44382673501968384, -1.1289730072021484, -0.12397696077823639, 0.253547340631485, 0.08064473420381546, -0.4229828417301178, -0.05013277381658554, 0.08873282372951508, -0.36952856183052063, 0.051143206655979156]	[-0.646569 -1.0115247 0.75224406 ... 0.3042942 -0.5236759 -0.79568565]	['21_relatively_low_score_high', '2_seismic_rock_data_modeling', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production']	curve label relevance surface water ordered modeling sand information flow depth sweet user physics acid selected low composition string observation slurry block aqueous data drilling petroleum pump gravel drill acoustic control parameter screen decision digital geologic spectral weighted domain typicality signal polymer model reproducibility gel problematic return test learning cleavable production uncertainty diverse equipment seismic high confident reservoir score ranked subterranean module fluid informative output receiver geological casing size sampling time fitting apparatus amide surfactant conditioner inversion rock unlabeled chloride analysis viscosity pack relatively healing function metal formation	geological drilling data mineral sampling bentonite petroleum problematic rock drill temporary calcium unlabeled prediction hydrocarbon uncertainty silica crystallization seismic tubing chloride analysis comparator borehole viscosity spectrometry geologic hydraulic physics ambiguous projection spectral acid healing geophysical bad matrix oil fluid low cement quality informative shale	geological drilling polymer casing data model sampling surfactant conditioner reproducibility label petroleum problematic test gravel learning acoustic unlabeled parameter sand flow equipment seismic depth chloride high reservoir viscosity physics score spectral acid healing domain subterranean composition metal string fluid low typicality slurry informative formation receiver	aqueous data drilling model time curve surfactant conditioner label petroleum problematic test relevance gravel surface rock cleavable drill acoustic production water modeling unlabeled screen information uncertainty diverse seismic digital high reservoir geologic score spectral acid module composition fluid low typicality slurry formation	['Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid']
'US20160362965A1'	'Method to gravel pack using a fluid that converts to in-situ proppant'	['E21B43/04', 'C09K8/80', 'C09K8/805', 'E21B33/12', 'E21B43/045', 'E21B43/088', 'C09K2208/12', 'C09K2208/26']	['Gravelling of wells', 'Compositions for reinforcing fractures, e.g. compositions of proppants used to keep the fractures open', 'Coated proppants', 'Packers; Plugs', 'Crossover tools', 'Wire screens', 'Swell inhibition, i.e. using additives to drilling or well treatment fluids for inhibiting clay or shale swelling or disintegrating', 'Gel breakers other than bacteria or enzymes']	2016-06-08T13:00:00Z	['Mehmet Parlar', 'Syed Afaq Ali', 'Balkrishna Gadiyar', 'Joseph Ayoub']	['Schlumberger Technology Corp']	['extending subterranean formation completion free fluid chemical annulus formed subterranean formation completion chemical reaction chemical solid annulus extending subterranean formation completion free fluid chemical annulus formed subterranean', 'formation completion chemical reaction chemical solid annulus drilling drilling fluid drilling fluid screen running fluid screen running fluid conditioned drilling fluid screen running fluid fluid solid small pass sand control completion screen', 'screen running fluid free fluid completion packer sand control completion sand control coated degradable dissolvable completion uncoated sand control free fluid chemical annulus pipe sand control free fluid chemical annulus pipe sand control free', 'free fluid chemical annulus packer free fluid chemical annulus packer sand control coated wax acid acid dissolvable metal chemical breaker dissolve coating chemical breaker spotted screen pipe solid formed completion shearing control particle size', 'size solid formed shearing choke nozzle static mixer completion screen free fluid chemical brine selected potassium chloride sodium chloride sodium bromide calcium chloride calcium bromide potassium formate cesium formate zinc bromide free fluid', 'fluid chemical base oil free fluid chemical invert emulsion free fluid chemical shale inhibitor background drilling typically variety drill pipe drill bit subsequently flow upward surface circulation drilling fluid act remove drill hole surface', 'surface suspend weighting circulation interrupted control subsurface maintain integrity section cased isolate formation sufficient hydrostatic prevent ingress formation cool lubricate drill string bit maximize penetration rate rotary drilling', 'drilling drilling fluid mud liquid suspended function impart desired drilling fluid increase density suitable hydrostatic drilling mud mud especially oil shale water sensitivity drilling extremely high cost intervention high production require', 'require reliable completion prevent sand production productivity entire life technique gravel unconsolidated sand control stabilize formation sand common sand displacement placement gravel pack hold formation sand place gravel pack typically screen', 'screen gravel pack sand formation fluid flow gravel screen production pipe principal gravel open alternate path technique technique completion carry gravel surface deposit annulus screen alternate path technique hand viscous carrier significantly', 'alternate path technique annulus high formation erosion exceeding formation collapse sand control provided introduce selection identify key essential matter aid matter disclosed relate extending subterranean formation completion free fluid chemical', 'chemical annulus formed subterranean formation completion chemical reaction chemical solid annulus matter brief schematic completion accordance disclosed relate completion solid particularly involve open hole gravel free fluid chemical transform', 'transform substantially spherical forming pack annulus formation screen drilling drilling fluid typically drill string drill bit end drill string annulus drill string drilling fluid carry formation rock removed drilling fluid surface construction', 'casing positioned place lined casing uncased open hole section sand control screen facilitate gravel migration production formation sand stabilize formation open hole section casing place sand gravel open hole section produced formation flow gravel', 'gravel pack sand screen open hole section orientation vertical horizontal hole type injector producer open hole cased hole respective displacement drilling string removed desired sand control screen run selected depth open hole section bore sand', 'bore sand screen run tubular wash pipe sand screen surface running sand screen selected depth sand screen vertical nonvertical horizontal packer positioned casing sand screen isolate interval crossover service provided selectively allow flow annulus', 'annulus formed open hole screen interior tubular wash pipe sand control screen place fluid forming gravel pack facilitate formation gravel pack gravel open hole section annulus surrounding sand control screen fluid typically tubular cross annulus', 'annulus open hole section packer exterior sand control screen open hole section surrounding screen fluid pass screen interior tubular fluid crossover annulus casing tubular packer schematic completion forming gravel pack cross sectional view service', 'service hydrocarbon gravel service service completion tubular completion main body screen wash shoe mule shoe annulus formed service tubular main body connect body service main body connected screen screen connected wash shoe wash shoe flow control', 'control disposed aperture inner bore flow control selectively allow prevent fluid flow wash pipe aperture wash shoe flow control valve poppet valve screen connected engaged wash shoe inner diameter screen wash shoe seal screen sand filter media sand', 'sand screen connect main body end wash shoe end screen connect packer packer connected end wash pipe lieu wash shoe wash shoe adjacent packer disposed tubular packer disposed exterior main body packer disposed adjacent wash shoe packer isolate upper', 'upper target subterranean formation secure tubular packer sealing compression cup inflatable control line bypass polished bore retrievable packer seal annulus tubular adjacent subterranean formation sealed bore upper completion conduit convey', 'convey production fluid injection fluid adjacent subterranean formation wash pipe connected service engage connect inner diameter wash shoe wash pipe engaged inner diameter wash shoe wash pipe movably connected body wash pipe extended prevent fluid', 'fluid communication inner diameter wash pipe annulus wash pipe flow flow selectively configuration configuration motion wash pipe service relative fluid communication annulus inner diameter wash pipe wash pipe flow axially overlap screen wash pipe', 'wash pipe axially spaced screen screen fluid flowing wash pipe annulus screen subterranean formation depending mechanism fluid mechanism flow flow control provided shearing trigger control chemical reaction chemical fluid fluid substantially free', 'free fluid chemical transform substantially spherical chemical fluid react annulus screen chemical reaction shearing choke nozzle static mixer fluid reaction complete fluid volume converted solid annulus entirety volume fluid converted completion', 'reaction fluid volume flow solid pack return pipe surface particle sizes mesh size range mesh mesh combination particle sizes typical particle size gravel mesh mesh mesh mesh mesh mesh mesh resulting particle size shearing accordance substantially', 'resistant deformation chemical provided base carrier fluid oleaginous fluid fluid base fluid oleaginous fluid free substantially free fluid fluid free substantially free oleaginous fluid invert emulsion oleaginous external phase internal phase', 'phase direct emulsion external phase oleaginous internal phase percentage fluid forming external phase oleaginous range volume percent volume percent oleaginous fluid oleaginous fluid selected group mineral oil synthetic oil linear branch fatty', 'fatty specifically straight chain branched cyclical alkyl fatty similar known fluid liquid aqueous liquid liquid selected group sea water brine organic inorganic organic aqueous fluid desired fresh water alkali metal drilling fluid disclosed brine', 'brine aqueous salt concentration sea water aqueous salt concentration greater sea water sodium calcium aluminum magnesium potassium strontium lithium incorporated given brine natural organic inorganic additionally drilling disclosed natural', 'natural synthetic synthetic tending simpler constitution brine halide formate phosphate polytungstate carboxylate mono divalent cesium potassium calcium zinc sodium density drilling fluid increasing salt concentration brine saturation addition base', 'base fluid chemical fluid formed surfactant shale inhibitor amine polymer type liner sand control screen slotted sand mesh typically mesh woven media drainage layer screen opening size contrast wire wrap wire uniformly wrapped perforated base pipe', 'base pipe wire wrap relatively uniform screen opening gauge opening sand control screen alternate flow shunt screen diverter diverting fluid shorter pathway build gravel completion equipment packer swell packer separate upper lower production', 'equipment inflow control limit inflow production tubing type equipment limitation type equipment equipment run hole subsequent completion prior production depending arrangement completion equipment combination screen liner coated surface sides', 'sides degradable dissolvable film prevent undesired invasion free fluid chemical annulus screen formation reaction chemical fluid volume converted solid film screen degrade dissolve prior production removal film fluid volume annulus screen surface', 'surface removal film occur chemical dissolver breaker screen base pipe inside screen coating wax acid acid dissolvable metal breaker depend coating type selected chemistry solid film solid degraded solvent water acidic basic solution oxidative', 'oxidative breaker accordance prior sand control fluid drilling fluid optionally open hole section displacement fluid fluid optionally displace fluid cased hole section accordance drilling fluid sand control equipment hole displacement drilling open', 'open hole section carried displacement fluid passing displacement fluid tubular drill string open hole section drilling fluid fluid separate displacement fluid drilling fluid fluid displacement fluid fluid separate fluid drill string drilling open', 'open hole section carried upward annulus formed casing drill string volume displacement fluid sufficient displace open hole section plus cased hole section packer setting depth displacement fluid screen run displacement fluid screen running fluid', 'fluid screen running conditioned drilling fluid fluid solid small pass sand control free fluid sufficient volume displacement fluid displace drilling fluid open hole section displacement fluid optionally displace cased hole section volume fluid', 'fluid sufficient displace entire cased section packer setting depth carried raising end tubular drill string positioned cased hole section open hole section displacement fluid end drill string cased hole section sand control completion equipment', 'equipment packer swell packer inflow control inflow production tubing run target depth optionally presence sand control screen sand screen sand screen sand control screen gravel disclosed appreciate completion equipment combination forming gravel', 'gravel pack gravel simplified surface specifically operation gravel fluid reducing equipment blender storage additionally fluid power normally gravel gravel generally rate fluid removed accordance appreciate possible materially cover function', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function']	45	[-1, -1, 1, 1, 1, -1, -1, -1, 1, 1, -1, -1, 0, 1, 1, 1, 1, 1, 1, 1, 1, -1, -1, -1, 1, 1, -1, 0, 18, 1, 1, 1, 1, 1, 3, 1, 1, 1, -1, -1, 1, 0, 1, 1, 48]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially']	[0.10920478772166799, 0.006420999411082269, 0.21145509265504137, 0.04945509254749121, 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0.2678297162055969, 0.05029058828949928, -0.5437464118003845, -0.1730356216430664, 0.3415824770927429, -0.31488168239593506, -0.11164645850658417]	[-0.61037755 -0.17230491 0.37875444 ... -0.07107455 0.505674 -0.7899966 ]	['18_predominant_gas_type_condensate', '48_screw_nail_wooden_equivalent', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	environment curve port surface sleeve water helical invoke sand information flow principal depth user secure structural drive acid selected matrix composition string observation slurry block materially aqueous data drilling cover operable appreciate pump gravel determined projecting drill torque control parameter screen equivalent decision condensate applicant expressly express gas piston spectral valve polymer flowing model eccentric gel wooden known return test learning rotary loading cleavable gor production paragraph equipment reservoir score module fluid matrices regression intention casing size bit sampling apparatus time fitting amide surfactant conditioner controller unlabeled type speed chloride mud cylindrical viscosity pack nail position function oil metal outlet screw predominant formation	drilling data mineral bottle sampling pipe operating bentonite wooden pump compositional rock drill calcium helical prediction hydrocarbon silica crystallization seismic tubing chloride cylindrical slide oleaginous analysis comparator borehole viscosity spectrometry secure geologic hydraulic gas piston structural stable spectral valve acid cavity nail matrix oil fluid cement matrices logic fixing projection	drilling casing polymer flowing data model sampling eccentric environment surfactant conditioner operable wooden cover test pump port gravel learning rotary controller loading torque helical unlabeled parameter sand flow equipment depth principal chloride mud reservoir secure viscosity express structural gas score spectral acid nail function composition string metal oil fluid slurry matrices regression screw predominant formation	aqueous intention data drilling model time eccentric curve surfactant conditioner operable wooden test pump gravel surface cleavable drill production water helical unlabeled screen information equivalent type condensate principal speed applicant reservoir secure express structural gas spectral acid position nail module matrix composition fluid string oil outlet slurry matrices screw predominant formation	['Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment']	['matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150218930A1'	'Method to Estimate Cement Acoustic Wave Speeds from Data Acquired by A Cased Hole Ultrasonic Cement Evaluation Tool'	['E21B47/00', 'G01V1/50', 'E21B47/005', 'E21B47/14', 'G01V1/48']	['Survey of boreholes or wells', 'Analysing data', 'Monitoring or checking of cementation quality or level', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves', 'Processing data']	2015-02-02T14:00:00Z	['Jiaqi Yang', 'Sandip Bose', 'Smaine Zeroug']	['Schlumberger Technology Corp']	['acoustic property annulus cement evaluation casing arrival signal acquired acoustic cement evaluation spectral amplitude ratio calculated casing arrival signal spectral amplitude ratio detect identify frequency discontinuity estimate annulus', 'annulus attenuation calculated calculated attenuation match acoustic property annulus cement evaluation acoustic cement evaluation acoustic casing cement evaluation annulus acoustic casing arrival signal acoustic casing casing arrival signal', 'signal substantially acoustic annulus interface annulus formation surrounding annulus calculating attenuation dispersion casing arrival signal casing arrival signal received receiver acoustic discontinuity attenuation dispersion discontinuity', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'ratio casing spectral amplitude f log casing arrival signal received receiver casing arrival signal received receiver fast transform calculation casing signal remove noise calculating attenuation dispersion calculating spectral amplitude ratio', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'spectral amplitude ratio casing discontinuity attenuation dispersion gradient spectral amplitude ratio threshold value frequency discontinuity frequency gradient threshold value frequency frequency annulus frequency calculating phase difference f f', 'f f phase difference related flexural mode phase velocity dispersion casing arrival signal received receiver casing arrival signal received receiver fast transform calculation calculating phase velocity dispersion v f z f n f flexural mode phase', 'phase velocity dispersion z spacing acoustic time shift applied calculating spectral amplitude ratio n phase ambiguity integer n calculating phase velocity dispersion casing casing thickness casing compressional shear casing density calculating', 'phase velocity dispersion mode search algorithm compressional shear iteratively cement iteratively plotting graph iteratively output cement graph evolution annulus time acoustic property annulus cement evaluation acoustic cement evaluation signal', 'signal acoustic casing adjacent annulus casing arrival signal signal casing arrival signal signal casing arrival signal substantially devoid annulus interface annulus formation annulus compensating casing arrival signal lateral beam spreading', 'spreading spreading formula calculating attenuation dispersion casing arrival casing arrival signal received receiver acoustic calculating attenuation dispersion casing arrival mode search algorithm cement mode search algorithm cement sheath', 'sheath infinite thickness calculating mismatch attenuation cement mismatch reduced threshold cement mismatch reduced threshold attenuation dispersion curve compensating casing arrival frequency domain q w sin v f transform casing arrival signal', 'signal received acoustic distance transmitter cement evaluation q f angular frequency v f logging fluid w measure related transmitter aperture sizes acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'ratio casing spectral amplitude f log q q transform casing arrival signal received receiver transform casing arrival signal received receiver iteratively cement plotting graph iteratively output cement graph evolution annulus time cement evaluation', 'annulus tangible memory executable computer code thereon code perform casing arrival signal received receiver receiver cement evaluation calculating spectral amplitude ratio relationship received receiver receiver scanning spectral amplitude ratio', 'ratio frequency domain identify spectral amplitude ratio frequency discontinuity spectral amplitude ratio frequency cement evaluation code perform calculating attenuation dispersion mode search algorithm attenuation dispersion casing arrival signal', 'signal annulus attenuation dispersion attenuation dispersion cement evaluation ultrasonic conveyable cement evaluation ultrasonic suitable priority provisional background measuring particularly cement acoustic wave geological formation targeted', 'targeted produce oil gas geological formation prevent prevent undesired entering casing inserted annulus formed cylindrical casing geological formation cement cement stability fluid migration geological formation rate casing corrosion injection', 'injection cement design cement slurry contamination drilling mud bad casing centralization acoustic evaluation cement determine cement annulus casing formation cement zonal isolation formation traversed variety acoustic evaluate cement installation', 'acoustic ultrasonic casing ultrasonic isolation scanner rotated vertical azimuthal cement cement acoustic impedance casing flexural mode attenuation decay flexural mode amplitude type parameter commercial isolation scanner data determine cement', 'cement decay ratio peak envelope flexural mode amplitude energy envelope decay rate ambiguous answer value correspond cement low acoustic impedance higher acoustic impedance inversion result double valued remove ambiguity decay combined cement', 'cement acoustic impedance resulting measurement estimation robust strong sensitivity inversion environmental effects mud acoustic impedance modeling stemming inversion reliance model measurement relate cement gas oil acoustic property annulus cement', 'cement evaluation acoustic cement evaluation acoustic casing annulus acoustic casing arrival signal acoustic casing casing arrival signal substantially acoustic annulus interface annulus formation surrounding annulus calculating attenuation', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'arrival signal calculated annulus frequency phase velocity acoustic property annulus cement evaluation provided acoustic cement evaluation signal acoustic casing adjacent annulus casing arrival signal extracted signal casing arrival signal signal', 'signal casing arrival signal substantially devoid annulus interface annulus formation annulus compensating casing arrival signal lateral beam spreading spreading formula calculating attenuation dispersion casing arrival casing arrival signal', 'signal received receiver acoustic calculating attenuation dispersion casing arrival mode search algorithm cement mode search algorithm cement sheath infinite thickness calculating mismatch attenuation cement mismatch reduced threshold cement', 'cement mismatch reduced threshold tangible storage medium executable computer code provided code perform casing arrival signal received receiver receiver cement evaluation calculating spectral amplitude ratio relationship received receiver receiver', 'receiver scanning spectral amplitude ratio frequency domain identify spectral amplitude ratio frequency discontinuity spectral amplitude ratio frequency cement evaluation cement provided tangible memory executable computer code code perform casing', 'casing arrival signal received receiver receiver cement evaluation calculating spectral amplitude ratio relationship received receiver receiver scanning spectral amplitude ratio frequency domain identify spectral amplitude ratio frequency', 'frequency discontinuity spectral amplitude ratio frequency noted relation incorporated additional determined individually combination relation incorporated combination brief familiarize reader limitation matter brief better reading schematic diagram', 'diagram cement installation zonal isolation accordance block diagram acoustic obtain acoustic cement evaluation data accordance geometrical interpretation helical propagation path acoustic signal accordance geometrical interpretation propagation', 'path acoustic signal accordance plot phase velocity casing accordance plot acoustic impedance annular flexural attenuation accordance graph flexural mode attenuation dispersion configuration accordance graph phase velocity flexural mode casing water', 'water accordance cement accordance spectral amplitude ratio accordance plot phase velocity flexural mode extracted phase spectral ratio accordance accordance graph phase velocity dispersion accordance cement accordance showing attenuation dispersion', 'calculated accordance showing annulus cement filled annulus respectively accordance showing heavy logging fluid light logging fluid respectively accordance related data acquired ultrasonic cement evaluation isolation scanner modeling field data', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'knowledge annulus quantitative information presence solid cement annulus inverted predict longevity cement sheath life particularly manner monitor time evolution mechanical strength cement sheath dispersion information depth azimuthal related cement', 'cement contamination mud cracking existence permit hydraulic channeling applied data acquired similar measurement isolation scanner drilling string data acquired tipping drilling string cased upper yield time evolution cement degree curing cement', 'cement information valuable assess zonal isolation design cement effective zonal isolation brief introduction section provided convenience limit proceeding ways provided schematically cement casing surface equipment geological formation drilling', 'drilling operation previously carried drill addition annular cement seal annulus casing seen casing casing casing stabilize casing represent pipe formed steel similar casing approximately long externally threaded male thread connection end', 'end internally threaded female thread connection casing connect nearby casing casing casing string suitable length specification casing carbon steel stainless steel suitable withstand variety collapse burst tensile failure chemically aggressive', 'fluid surface equipment carry logging detect logging measure geological formation resistivity porosity fluid type fluid acoustic cement evaluation data flexural attenuation acoustic impedance verify cement installation zonal isolation acoustic', 'acoustic logging obtain acoustic logging cable cable mechanical cable electrical cable electrooptical cable fiber line harsh environment acoustic logging suitable conveyance coiled tubing acoustic logging ultrasonic imager isolation scanner acoustic', 'acoustic logging obtain acoustic impedance ultrasonic flexural attenuation acoustic logging obtain pulse echo measurement thickness mode manner ultrasonic perform measurement casing flexural mode ultrasonic technique exciting casing emphasis mode', 'mode flexural mode casing flexural mode elastic energy annulus casing formation primary casing secondary multiple string annulus filled cement shear wave shear compressional radiated cement layer depending mechanical cement annulus acoustic logging', 'logging inside surface equipment vehicle drilling rig data related geological formation acoustic logging surface acoustic logging later analysis vehicle fitted communicate computer perform data collection analysis schematically view cased acoustic', 'acoustic logging obtain acoustic cement evaluation data presence casing acoustic logging obtain acoustic impedance flexural mode attenuation determine casing solid properly cement solid liquid gas acoustic logging surface equipment cable surface', 'surface equipment pass acoustic cement evaluation data data cement evaluation processor memory storage display acoustic cement evaluation data similar data suitable location data collect acoustic cement evaluation data estimate cement processor', 'processor execute memory storage memory storage data suitable article manufacture store memory storage memory memory ram flash memory optical storage medium hard disk drive display suitable electronic display display information annulus casing', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'potential absence cement annular generally liquid gas character numeral imply cement annular properly cement inverted particularly acoustic cement evaluation data manner monitor time evolution mechanical strength cement predict longevity cement life', 'life cement determined acoustic cement evaluation data acoustic logging single emitter pair receiver emitter acoustic logging emit acoustic casing resulting reflected energy predominantly asymmetric mode flexural mode acoustic propagate transmission', 'sides casing wall transmission casing annulus outer casing wall energy leak inside annulus acoustic logging acoustic impedance flexural attenuation distance emitter receiver energy leak induce measured acoustic geometrical propagation path signal', 'signal acquired signal represent acoustic emitter reflected casing wall annulus formation received acoustic signal function time depth helical path direction rotation signal propagation path signal early event signal casing arrival propagation', 'flexural mode event signal b reflection interface cement formation casing arrival velocity substantially dispersive dependent frequency acoustic signal graph phase velocity casing arrival steel casing accordance casing near far estimate attenuation', 'measure amplitude analytical taking transform signal ratio envelope determined ratio envelope expressed plotted graph function acoustic impedance annular peak graph transition regime flexural mode radiate compressional bulk wave annulus peak shear', 'shear bulk wave radiated annular yielding lower level attenuation attenuation measure flexural mode single flexural mode attenuation dispersive particle motion mode propagation steel layer amplitude direction frequency graph flexural mode', 'mode attenuation dispersion configuration assuming case function increasing cement density cement p value zero shear water value variation shear frequency attenuation attenuation vary significantly cement function frequency graph region low', 'low attenuation smoothly smooth change frequency axis signal received far receiver reduced range low range roughly region relatively higher especially dispersion strong discontinuity dashed curvilinear line line attenuation low low high higher', 'higher discontinuity attenuation related phenomenon evanescence propagation cement layer function acoustic given frequency flexural mode wave energy p cement layer flexural mode phase velocity frequency higher cement bulk case radiation p bulk wave', 'bulk wave p wave remains interface flexural mode phase velocity frequency relation cement frequency especially case cement flexural phase velocity dispersion curve plot phase velocity flexural mode steel casing water cement bulk compressional shear', 'shear wave velocity flexural mode dispersion frequency f given radiation bulk wave p cement layer range flexural mode phase velocity flexural mode low attenuation f high attenuation f accordance knowledge discontinuity flexural mode attenuation', 'dispersion conjunction phase velocity dispersion mark value cement responsible discontinuity discontinuity attenuation dispersion inversion scheme match calculated accordance suitable depending attenuation dispersion flow chart cement cement involve', 'involve block ultrasonic near far near far acquired identify extract block casing arrival casing envelope detector position multiple obtain robust location casing attenuation dispersion calculated block casing acquired applicable attenuation', 'dispersion type attenuation dispersion calculated spectral amplitude ratio relationship calculate spectral amplitude ratio f log extracted signal fast transform transform ratio distance resulting expression ratio involve scanning block spectral', 'spectral amplitude ratio presence frequency block discontinuity frequency f error block spectral amplitude ratio time compact jump smeared frequency test range suitable discontinuity criterion spectral amplitude ratio presence frequency plot', 'plot amplitude ratio determine decrease threshold value low frequency range frequency approximately plot amplitude ratio threshold frequency discontinuity plot testing gradient amplitude ratio exceeding value test frequency range composite criterion', 'criterion threshold frequency test range greater discontinuity frequency peak approximately plot criterion output discontinuity location alternative applicable depending discontinuity estimation known signal suitable spectral amplitude ratio', 'ratio determine phase difference f f phase difference related flexural mode phase velocity dispersion phase difference related flexural mode phase velocity dispersion v f z f n f z spacing time shift applied spectral ratio n phase ambiguity integer', 'integer n integer n shorter spacing close correct easily obtainable casing sufficiently model dispersion curve value n leading model dispersion correction model phase dispersion extract empirical phase dispersion velocity identify cement dispersion', 'quality approach plot phase velocity flexural mode extracted phase spectral ratio dispersion curve mode search algorithm lamb wave involve block flexural phase velocity value error f calculation phase velocity dispersion flexural mode casing tables', 'tables perform calculation casing block casing thickness casing compressional shear casing density approximation logging fluid medium annulus cement significantly influence phase velocity dispersion approximate casing yielding erroneous casing', 'casing thickness measurement greater accuracy measurement measurement ultrasonic phase velocity real time mode search algorithm acceptable approximation assuming steel plate fluid assuming phase velocity significantly perturbed cylindrical geometry', 'geometry casing casing alternatively phase velocity block extracted tables casing data driven extraction phase dispersion nominal model dispersion phase velocity value uncertainty correspond cement bulk responsible existence discontinuity', 'attenuation dispersion identify block cement compressional shear typically surface cement generally compressional shear ascribe inverted cement compressional shear higher approximately pertain approximately output block error image data provided', 'provided leftmost panel acoustic impedance measurement ultrasonic panel flexural mode attenuation ratio envelope consideration dispersion panel acoustic impedance distinguishably change azimuthally region acoustic impedance effects galaxy known', 'known arise reflection echo interface resonant signal basis acoustic impedance inversion attenuation azimuthal panel panel panel panel attenuation significant function frequency depth occur relatively abruptly discontinuity discontinuity tracked', 'tracked depth amplitude ratio difference casing thickness measurement value close nominal steel density p phase velocity flexural mode calculated standard mode search algorithm lamb wave problem plot uncertainty estimate v dependent uncertainty', 'discontinuity estimate f dispersion curve data conjunction discontinuity estimate cement accordance suitable depending attenuation dispersion suitable attenuation dispersion suitable discontinuity attenuation dispersion discontinuity data cement', 'cement cross flexural mode phase velocity curve inversion approach match attenuation dispersion curve calculated attenuation dispersion curve calculated dispersion block mode search algorithm lamb wave problem steel plate surrounded fluid eigenvalue', 'approach dispersion expressed global reflection transmission layered elastic structure reverberation matrix approach widely literature written x vector geometry layered configuration model k propagation plane plate f angular frequency parameter', 'parameter vector x given model yield complex k plane written x imaginary k attenuation flexural mode radiation plate surrounding media dependence attenuation dispersion concerned numerically complex mode search approach consider effects measurement', 'problem source eigenvalue problem compensation scheme applied measured established ratio measured signal amplitude nearby control signal amplitude consideration radiation transmitter reception assumed identical acoustic coupling steel plate', 'plate propagation inside steel plate modal structure mode mode search far plate elastic concerned beam spreading lateral azimuthal direction real propagation transmitter receiver path steel casing axial direction mode search approach mode search', 'search inversion lateral beam spreading measured attenuation dispersion beam spreading measured attenuation dispersion measured signal attenuation analytical modeling asymptotic analysis ultrasonic measurement angle normal casing lateral spreading', 'spreading measured beam signal receiver distance transmitter expressed w sin v f v f logging fluid w measure related receiver transmitter aperture case technique model transducer w identical transmitter measured calculated lateral spreading block', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'spacing assigned appropriate respectively isolation scanner transmitter receiver near far respectively inversion approach matching attenuation dispersion curve calculated attenuation dispersion curve determine calculated block block attenuation', 'match misfit threshold variance cement dispersion block block attenuation sufficiently match cement z iteration output block illustrate measured calculated match contrast wide range cement measurement code flexural wave measurement attenuation', 'dispersion flexural mode calculated mode search algorithm graph attenuation dispersion code flexural wave measurement lateral beam spreading scheme graph relatively high similarity attenuation cement compressional shear density varied vertical axis', 'axis case water slice rest image illustrate contrast quantitatively line plot water cement annulus annulus water logging fluid relatively strong match dashed measurement data scheme valid inversion cement measure impedance cement cement acoustic', 'acoustic logging fluid logging fluid heavy density low heavy mud logging fluid light higher water matching remains satisfactory effects logging fluid density attenuation minimal inversion scheme robust error logging fluid property determination', 'applied ultrasonic data information related annular acoustic cement characterization cement cement substantially unambiguous indication solid annulus value variation strong indicator annular solid liquid cement quantitative assessment mechanical', 'integrity cement sheath mechanical evaluate strength predict future mechanical behavior cement barrier cement invert cement annular thickness inversion conjunction echo reflection echo echo arise acquired flexural mode technique isolation scanner', 'scanner inversion yield echo travel time cement sheath cement caliper variation substantially reduced borehole diameter longer case currently inversion echo transit time cement inversion improve accuracy estimation casing time evolution mechanical', 'integrity cement sheath critical impending future mechanical failure cement data acquired time evolution mechanical integrity cement sheath curing measurement repeatedly cased upper drilling string tripping inverted mechanical integrity zonal', 'zonal isolation cement sheath knowledge cement annular valuable data forward modeling interpretation sonic cased hole logging interval inversion interpretation yield quantitative characterization monopole dipole radial conditional language', 'language specifically stated context generally convey conditional language generally imply necessarily logic user input implementation benefit foregoing disclosed employed generic descriptive sense limitation']	99	[22, 10, 22, 22, -1, 22, 22, -1, -1, -1, 22, 2, -1, -1, -1, -1, 22, 10, -1, -1, 10, -1, 10, 10, 22, 10, 22, -1, 22, 22, 44, 22, 10, 0, 0, 10, 10, 10, -1, 10, -1, -1, -1, -1, 2, 10, -1, -1, 10, 14, 10, 10, -1, 2, 2, 10, -1, -1, -1, 7, -1, 10, -1, -1, -1, -1, 22, 22, 22, -1, -1, -1, 10, -1, 22, 10, 2, 22, -1, 22, 10, -1, -1, 2, -1, -1, -1, 44, 44, 10, -1, 10, -1, 10, 10, -1, -1, -1, -1]	['discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing 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-0.2596885859966278, -0.23761823773384094]	[-1.1543783 0.02494626 0.52962905 ... 0.22468993 -0.66206557 -0.34907156]	['2_seismic_rock_data_modeling', '0_drill_string_drilling_fluid', '7_bound_lower_multiplex_variation', '14_memory_storage_media_random', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drilling_information_formation', '44_frequency_receiver_synchronization_transmitter', '10_cement_casing_annulus_acoustic']	frequency coarse curve response port surface prolongation processor dispersion bound sleeve inverted readable basis modeling information parallel flow operation rev received perturbation depth given sweet removable code drive physics transmission memory electromagnetic string magnetic cement disk block discontinuity data drilling storage original random amplitude isolation operable petroleum pump drill acoustic torque flexural control nonvolatile computer reduced digital mode geologic approximately piston spectral valve multiplex domain barrier sat chosen running signal volatile preferably model eccentric vibration trace shear variation bus learning rotary tape dry semiconductor production equipment arrival seismic transmitter zonal flash bond ratio reservoir threshold attenuation synchronization energy lower subterranean fluid floppy ultrasonic ram receiver geological interferometer value casing annulus bit time synchronize compressional medium inversion media rock controller access solution speed mud analysis panel evaluation impedance position function outlet calculating formation	discontinuity geological interferometer chips drilling annulus pipe solver synchronize compressional steel shear petroleum algorithm error cache reduce pump variation rock dispersion processor prolongation drill acoustic correlation flexural remedial semiconductor hydrocarbon reduced computer seismic scanner tubing reduction timing estimation slide minimization approximate borehole geologic hydraulic physics piston reflector synchronization converter electronic spectral valve brief memory cavity quantitative geophysical reducing oil magnetic hardware cement calculating removing shale signal formation multicore	geological interferometer ram drilling casing annulus preferably amplitude model original eccentric vibration compressional curve isolation trace operable shear petroleum media pump port bus dispersion learning rotary controller dry prolongation acoustic torque flexural semiconductor readable nonvolatile flow computer reduced rev arrival equipment seismic depth zonal transmitter flash speed mud bond ratio reservoir evaluation physics synchronization spectral energy multiplex memory domain subterranean electromagnetic string magnetic cement ultrasonic sat running formation receiver	volatile discontinuity frequency interferometer data casing annulus drilling amplitude model time storage random coarse eccentric vibration curve isolation trace operable medium inversion petroleum media pump variation surface dispersion rock drill dry acoustic bound flexural modeling information operation arrival access seismic transmitter speed perturbation flash digital bond ratio mode reservoir evaluation attenuation geologic synchronization transmission spectral lower memory multiplex position fluid string magnetic outlet cement disk signal formation receiver	['Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150219780A1'	'Acoustic multi-modality inversion for cement integrity analysis'	['G01V1/48', 'E21B49/003', 'E21B47/005', 'E21B47/14', 'E21B49/00', 'G01V1/50']	['Processing data', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by analysing drilling variables or conditions', 'Monitoring or checking of cementation quality or level', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells', 'Analysing data']	2014-01-31T14:00:00Z	['Ram Sunder Kalyanaraman', 'Bikash K. Sinha', 'Sandip Bose', 'Smaine Zeroug', 'Ting Lei', 'Jiaqi Yang']	['Schlumberger Technology Corp']	['apparatus barrier borehole traversing formation acoustic receiver transmitter location borehole acoustic acoustic receiver acoustic identify barrier function azimuth depth borehole sonic ultrasonic ultrasonic barrier borehole traversing formation', 'formation acoustic receiver transmitter location borehole acoustic acoustic receiver acoustic obtain identify barrier function azimuth depth borehole sonic ultrasonic ultrasonic barrier cement casing barrier formation cement barrier comprised', 'comprised barrier bond interface barrier barrier ultrasonic data sonic spatial length receiver multiple transmitter multiple barrier identify borehole additional barrier region cement casing borehole traversing formation occur drilling determine', 'determine barrier time barrier borehole traversing formation acoustic content range receiver transmitter location borehole acoustic acoustic receiver acoustic obtain initial barrier function azimuth depth barrier comprised barrier bond interface', 'interface barrier initial cement measurement simulator initial cement inversion inversion measurement simulator casing mud geometry multiple multiple casing borehole traversing formation sonic location borehole sonic generate recording array obtain', 'obtain measured sonic resonant calculating resonant calculating measured measured cement inverted ultrasonic data mechanical integrity multiple casing sonic monopole transmitter dipole transmitter quadrupole transmitter combination sonic monopole', 'monopole dipole quadrupole combination calculating multiple casing multiple cement barrier bond quality ultrasonic data input hole geometry mud cement inverted ultrasonic data n n complete suite cement n n barrier borehole traversing formation', 'formation measuring data calculate cement elastic interfacial bond initial time subsequent time elastic interfacial bond initial subsequent times calculating elastic bond multiple times calculating rate decay elastic bond calculating additional time', 'time elastic bond degrade acceptable threshold resulting sheath integrity compromise zonal isolation strength barrier borehole traversing formation sonic ultrasonic data cased logging drilling calculating plotting cement elastic interfacial bond', 'bond initial time subsequent multiple times calculating shear compressional normal tangential times times p attain nearly times n normal tangential n attain nearly time barrier strength successful completion adequate barrier strength zonal isolation', 'isolation learned design cement perform better cement ensure durable zonal isolation efficiently future field relate cement integrity acoustic information collected multiple acoustic carried multiple frequency introduction effective diagnosis zonal', 'zonal isolation critical rigorous government oil gas deliver maintain prevent uncontrolled flow subterranean formation natural gas saline hydrocarbon leak atmosphere underground formation diagnosis cementation job life end life plug abandonment', 'acoustic widely diagnosis condition cement inversion interpretation suffer impede effectiveness render unambiguous diagnosis annular casing formation single string case primary casing secondary casing secondary casing formation double string', 'string situation acoustics affected ranging structural position casing geometry casing hole geometry hole intrinsic bulk annular casing formation borehole fluid interfacial bond cement casing formation yield large previously unknown information', 'cement wave bonding require data multiple ideally orthogonal multiplicity data redundant information helpful robustness inversion pertinent completeness start current briefly covering listing separately current acoustic acoustic concerned ultrasonic', 'isolation scanner measurement commercially available technology corporation sugar land signal frequency considered single acoustic beam normal incidence casing inner wall return echo energy measurement technique ultrasonic imager normal incidence', 'incidence steel thinner casing thickness mode excited typical frequency range resonant response received casing mode casing lamb mode inversion technique resonance acoustic impedance equal product compressional density cement casing received signal', 'signal seen temporal isolated multiple resolvable casing estimation cement acoustic impedance primary limitation technique inability probe immediate region inversion accuracy strongly dependent acoustic impedance borehole fluid amplitude decay', 'decay equally sensitive cement impedance bond casing reflecting physical gap interface inverted cement impedance close fluid resulting ambiguity cement fluid casing b separate technique flexural wave imager isolation scanner depending orientation', 'angle lamb casing excited transmitter separation excite detect casing flexural mode lamb mode received invert cement peak amplitude echo casing receiver flexural attenuation discriminate cement liquid gas reflection echo interface echo tie data', 'tie data transit time invert cement depending cement tie single seen single reflection echo cement roughly cement acoustically fast class h belong category tie seen converted cement roughly cement acoustically slow lightweight foam belong category', 'category inversion depending tracked available inversion limitation fact dependence cement acoustic impedance meaning low lightweight cement high class h cement value inversion inverted acoustic impedance remove ambiguity given problem high', 'high sensitivity mud impedance data inversion integration successful seen contamination robust data limitation fact tie data high elastic wave attenuation cement large roughness interface elastic wave impedance match interface sonic signal frequency', 'frequency acquisition mode sonic scanner measurement rich data multiple borehole excited multiplicity individual axial azimuthal array monopole mode excited low high far near receiver array monopole dipole mode excited orthogonal yielding excitation', 'near monopole excitation signal data available cement bond log typically amplitude signal data correlated cement presence annulus signal high lack cement lack good cement bond casing data displayed presence coupling formation cement attached', 'attached formation absence sonic measurement lack azimuthal resolution low axial resolution sensitivity region casing fluid channel cement sheath covering azimuthal range schematic isolation scanner showing flexural wave measurement transmitter', 'measurement cased hole environment comprised inward outward borehole fluid steel casing dark gray annulus dark gray surrounding rock formation light gray sketch ultrasonic center right measurement ultrasonic steel casing probe image content annulus', 'annulus casing schematic sonic scanner showing multiple monopole receiver section housing array azimuthal station schematic measurement cased composite sectional center right sectional view sonic scanner sketch sonic measurement schematic view', 'view helical path integration ultrasonic sonic sectional view casing formation integration ultrasonic sonic sketch double casing case cement outer casing formation integration ultrasonic sonic double multiple situation inversion applied ultrasonic', 'plot calculated experimental ultrasonic measurement time domain left frequency domain right plot calculated experimental ultrasonic measurement receiver transmitter inversion applied ultrasonic measurement multiple exciting multiple lamb separately', 'plot ultrasonic flexural mode attenuation level cement bonding steel plate general inversion applied ultrasonic measurement potentially modality modal attenuation sonic inversion constrained ultrasonic data inversion ultrasonic sonic series plot', 'plot double case borehole upper panel plot calculated sonic receiver array casing middle panel calculated sonic lower panel longevity cement sheath zonal isolation inversion multimodality data series barrier bond function time time evolution barrier', 'barrier bonding multimodality inversion measurement data acquired multiple times drilling relate apparatus barrier borehole traversing formation acoustic receiver transmitter location borehole acoustic acoustic receiver acoustic obtain identify', 'identify barrier function azimuth depth borehole sonic ultrasonic ultrasonic particularly acute single measurement modality employed invert annulus content case casing borehole formation jointly inversion comprehensive inversion acoustic cement', 'cement evaluation complementary acoustic mean current additional cement evaluation logging deployment logging drilling drilling result ambiguous diagnosis content annulus hydraulic isolation inversion available robustness multimodality inversion end', 'end result unambiguous interpretation annular inversion cement evaluation qualitative quantitative assessment practical matter general goal access integrity barrier casing cement resin rigid sealing casing formation formation multiple concentric', 'casing cement casing cement barrier formation sand residue barrier residual drilling fluid barrier missing cracked deformed solid annular annular filled solid liquid annular solid mechanical reflected acoustic compressional shear density p term', 'p term acoustics realize energy casing cement formation elastic wave propagation compressional shear involved azimuthal indexed variable axial z cement z lower azimuthal cement contamination mud field data lack solid nearly zero solid casing', 'casing detached create gap allow fluid channeling bond compliance model n normal tangential bond acoustically compliance model cased subscript denote bond interface recognition semantic assign reflection echo interface interface interface tangential', 'axially azimuthally tangential compliance sake simplicity shall associate axial wave propagation ultrasonic lamb mode case sonic case solid bonded formation detached create gap allow fluid channeling similarly case assign compliance n bond solid', 'solid cement cracked existence connected extending axial allow fluid channeling shall assign variable represent crack hydraulic isolation perspective permeability pertinence diagnosis acoustics quantification parameter try static proxy ancillary', 'ancillary parameter pertaining question casing hole casing parameter annulus important sense casing inference mud completely cement slurry job execution expectation cement depth location likely negatively impacted fluid channel cement annulus', 'annulus acoustics function azimuth borehole axis z z density z n z z n z z require integration multiple reduce uncertainty additional integrate multiple principally sensitivity data inversion environmental known accuracy impede fluid acoustic', 'acoustic impedance z mud high accuracy inversion measurement play major role multimodality inversion mud heavy highly attenuative ultrasonic suffer sonic affected additionally interface filled air aka dry ultrasonic energy remains trapped casing', 'casing negligible transmission cement sheath case expect frequency sonic measurement couple cement sensitivity condition considered shall consider ultrasonic flexural lamb mode extensional lamb mode additional lamb data inversion sonic considered', 'excited monopole dipole quadrupole casing centered excited modification addition quadrupole transmitter spatial scale scale possibly inverted measurement spatial resolution footprint roughly azimuthally axially flexural extensional mode footprint', 'footprint axially azimuthally monopole sonic measurement azimuth axial footprint contrast dipole sonic data elastic opposite dipole transmitter firing direction axial footprint dependent axial extent receiver aperture range approximately sampling', 'sampling borehole helical path sparse typically considered similar spatial scale roughly integration ultrasonic sonic require schematic view path ultrasonic isolation scanner cased hole environment helical path axial sampling roughly azimuthal', 'azimuthal sampling depending hand inversion appropriate distinguish single string multiple string shall assume acoustic inside innermost casing acoustic energy casing single string evaluate single annulus casing formation multiple string', 'string configuration evaluate annulus primary annulus primary casing secondary casing secondary annulus secondary casing tertiary casing formation single casing configuration possible integration integration ultrasonic sonic ultrasonic exciting mode', 'mode mode exciting flexural extensional mode integration joint inversion furnish cement adjacent casing cement additionally acoustic impedance z bond bond n expressed azimuth borehole axis z scaled scale sonic inversion sonic information dispersion', 'invert cement extending formation wall bond interface star cement z pertain region cement adjacent casing pictured sketch situation ultrasonic data exhibit reflection interface inference certainty extent cement inverted case sonic data inversion', 'inversion focus extent validity sonic establish nature bond annulus divided right region adjacent casing invertible ultrasonic data exhibit reflection interface integration ultrasonic sonic additionally introduction input left box available', 'available inversion casing ultrasonic data additional constraint inversion sonic data spatial scale roughly inversion ultrasonic data scale time roughly relevant carrying inversion sonic data ways bond central premise joint inversion ultrasonic fact', 'fact wave excite particle steel casing cement annulus measurement particle motion wave predominantly normal interface sensitive normal bond casing cement compressional wave property cement expressed acoustic impedance product cement density', 'density compressional hand excite predominantly lamb casing particle depend frequency range considered known structural dispersion mode predominantly particle motion low frequency range signal predominantly particle motion balanced motion away low', 'away low frequency range differ lamb mode excited frequency dispersion focus motion highly sensitive presence slip mild casing cement modality motion motion sensitive presence fluid contact casing distinguish bonded cement fluid rich variety', 'variety particle motion lamb inversion considered section inversion double multiple casing configuration sketch double string case cement outer string formation integration ultrasonic sonic double multiple situation analogous inversion ultrasonic', 'data invert cement sheath inverted inversion cement sheath casing inner cement sheath bordered steel casing ultrasonic data exhibit reflection strong contrast interface data allow accurate inversion cement knowledge inner outer casing inner casing', 'casing casing inversion inversion depending inversion possible availability fast appropriate forward modeling additionally ancillary signal electronics environmental model measurement possible good extent ultrasonic data inversion fashion hand', 'hand available sonic remain expensive amenable inversion approach inversion applied ultrasonic forward modeling generate measured misfit misfit reduced cement iterative scheme final quantitative cement bond misfit smaller quantity forward modeling', 'modeling measurement validation modeling code experimental left plot comparison experimental dark solid transducer signal calculated signal light solid rigorous model cement evaluation measurement steel pipe loaded water sides inset plot expanded', 'expanded view casing resonant response plot right comparison spectral notch fundamental casing thickness resonance basis measurement position spectral width related casing thickness impedance medium annulus contact casing forward modeling time', 'time measurement validation modeling code measurement experimental data comparison model blue experimental data red arrival flexural mode spacing geometry right cylindrical casing surrounded water sides inversion amplitude time arrival frequency', 'frequency dispersion phase additionally amplitude attenuation inversion expect approach ultrasonic sonic data inversion approach inversion applied ultrasonic measurement multiple exciting multiple lamb separately extract lamb mode attenuation', 'frequency dependent multidimensional library function cement match criterion inverted cement attribute library modeling range typical casing mud hole geometry sensitivity measured best fit library metric dependent fitting conjunction calibration', 'normalization operation effect variability individual acquisition transducer response unmodeled environmental effects modal attenuation dispersion attribute attenuation dispersion flexural mode steel plate bonding cement steel inversion hybrid', 'hybrid approach inversion inversion inversion applied ultrasonic measurement potentially modality extract measurement decay rate attenuation flexural extensional multidimensional library function cement bond match criterion inverted cement inversion', 'inversion ultrasonic data section shall assume access possible ultrasonic list inversion measurement resonant casing series isolated assume invert relation cement acoustic impedance normal bond parameter interface shall superscript denote inverted', 'inverted data f z function z z n z relationship expressed ways model current inversion addition impedance nonideal bond casing cement compliance parameter n z data presence effects impedance map bin pat incorporated help extract echo yield estimate', 'estimate compressional cement assumption hole size geometry evaluation double string inner casing outer string echo data cement highly attenuative mud contamination additional geophysical ultrasonics b k encyclopedia electrical electronics', 'engineering j g webster pub sons forward modeling ultrasonic leaky highly steel cylindrical layer ultrasonics symposium vol quantitative corrosion evaluation ultrasonic imager al incorporated extensional data potentially cement bond casing arrival', 'arrival flexural mode echo attenuation energy envelope peak decay z attenuation dispersion function frequency f z z flex flex yielding z flex z flex n z flex z yielding z z n z echo cement assumption hole size known z flex z flex note invertible', 'depending tracked data flexural tie estimate bond interface z flex z flex z flex yielding z flex n z flex assume general case invertible flexural tie estimate casing estimate cement derived early signal invert annular thickness assumption hole outer', 'outer casing diameter combined judiciously established inversion data data fusion inversion deterministic probabilistic deterministic approach fitting jointly model dependent best fit nature probabilistic approach inference theory evidence approach', 'approach treating nature probability distribution reflecting measure belief prior starting probability distribution nature starting belief belief general knowledge relevant derived past experience similar prior distribution pertaining parameter', 'parameter obtain posterior distribution belief parameter estimate parameter maximum probability distribution maximum estimate mean median posterior distribution uncertainty error similar derived width distribution stated estimate probability update', 'update rule combine multiple brief combined scheme let suppose interested nature bonding parameter data offer information derived inversion joint probability distribution parameter data equivalently parameter data p p p p p note p prior distribution', 'posterior probability conditioned data rule recipe posterior distribution p p p p probability observing data given value likelihood dependent measurement model error evidence probability numerator range integration computation posterior dependent', 'dependent problem generally data multiple assumed independent simplify additionally evidence reconciling inversion theory evidence inversion sonic data sonic inverted infer cement invertible ultrasonic measurement interface ultrasonic measurement', 'data inversion sonic inversion constrained ultrasonic data inversion ultrasonic sonic inversion algorithm measured calculated cement n n dispersion input ultrasonic sonic data analysis estimate cement measured sonic data fast root finding routine', 'routine generate modal function relevant cement measured modal relevant cement cement minimize threshold measured chosen measured calculated related cement volume perturbation integral function frequency facilitate inversion straightforward solve', 'solve integral cement sonic dipole excitation double string configuration inner outer casing borehole sketch upper receiver array calculated finite difference code middle case centered borehole dispersion lower dispersion centered case additional', 'estimate casing sensitive filling outer casing formation cement sensitive bonding inversion data acoustic data multimodality acquired lifetime inversion focus inversion degradation cement annulus manifested cement elastic z z reduction compressional', 'shear mass density proxy mechanical integrity cement introduction fluid cement annulus casing source degradation normal tangential n z z n z z outside casing presence dry cement expressed bulk k shear related compressional shear wave mass density v', 'density v p k v cement bond quality help estimate rate degradation cement elastic knowing rate decay help predict cement life longevity cement quality degraded zonal isolation prediction longevity cement sheath zonal isolation cement bulk shear', 'shear normal tangential mass density superscript time measurement n normal compliance time interface note normal tangential zero configuration degradation zonal isolation increase normal tangential linear approximation predict evolution cement', 'cement account approximate nonlinear especially extrapolation approximate time future cement evolve attain level threshold level result sheath integrity compromise zonal isolation drilling multiple decreasing sequence depth section cased proceeds', 'proceeds drilling tripping phases drilling string cased section sonic ultrasonic drilling string multimodality inversion invert barrier casing bond inverted plotted monitor evolution time evolution time settle level times critical inform integrity', 'integrity barrier zonal isolation help improve design barrier cement formulation section cased future related note bonding benefit barrier borehole traversing formation acoustic receiver transmitter location borehole acoustic acoustic receiver', 'receiver acoustic obtain identify barrier function azimuth depth borehole sonic ultrasonic ultrasonic barrier barrier bond interface barrier barrier ultrasonic data sonic spatial length barrier identify borehole additional occur drilling benefit', 'benefit determine barrier time benefit barrier borehole traversing formation acoustic content range receiver transmitter location borehole acoustic acoustic receiver acoustic obtain initial barrier function azimuth depth barrier comprised barrier', 'barrier bond interface barrier benefit initial cement measurement simulator initial cement inversion inversion measurement simulator casing mud geometry benefit multiple multiple casing borehole traversing formation sonic location borehole sonic', 'sonic generate recording array obtain measured sonic resonant calculating resonant calculating measured measured cement inverted ultrasonic data mechanical integrity multiple casing sonic monopole transmitter dipole transmitter quadrupole', 'transmitter combination sonic monopole dipole quadrupole combination calculating multiple casing multiple cement barrier bond quality ultrasonic data input hole geometry mud cement inverted ultrasonic data n n benefit complete suite cement n n', 'n n benefit barrier borehole traversing formation measuring data calculate cement elastic interfacial bond initial time subsequent time elastic interfacial bond initial subsequent times calculating elastic bond multiple times calculating rate decay', 'decay elastic bond calculating additional time elastic bond degrade acceptable threshold resulting sheath integrity compromise zonal isolation benefit strength barrier borehole traversing formation sonic ultrasonic data cased logging drilling', 'drilling calculating plotting cement elastic interfacial bond initial time subsequent multiple times calculating shear compressional normal tangential times times attain nearly times normal tangential n attain nearly time barrier strength successful', 'completion adequate barrier strength zonal isolation learned design cement perform better cement ensure durable zonal isolation efficiently future']	99	[2, -1, -1, 2, -1, 2, 10, 10, 0, -1, 10, -1, -1, -1, 2, -1, 10, -1, 10, -1, 10, -1, -1, 2, 10, -1, -1, 2, 2, 2, 10, 2, -1, 2, -1, 10, -1, -1, -1, -1, -1, -1, 2, 2, -1, 2, 2, -1, -1, 2, 10, 10, 2, 2, 10, -1, -1, 2, 10, -1, -1, -1, -1, -1, 2, 10, -1, -1, -1, -1, -1, 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function physics receiver analysis', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional 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-0.27115148305892944, 0.13261951506137848, -0.7141814827919006, 0.4483981132507324, 0.8474933505058289, 0.4384465515613556, -0.07430795580148697, -0.3909481465816498, -0.1790764480829239, -0.2649212181568146, -0.14642691612243652, -0.6897111535072327, 0.16523237526416779, -0.1948075294494629, 0.02906486950814724, 0.611548900604248, -0.014639726839959621, -0.1372746080160141, -0.26549118757247925, 0.2782782018184662, -0.1910686045885086, -0.4313404858112335]	[-0.8822121 0.13450149 0.46618304 ... 0.5224572 -0.2129936 -0.79683816]	['3_data_unlabeled_formation_production', '2_seismic_rock_data_modeling', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '10_cement_casing_annulus_acoustic']	curve port surface dispersion sleeve inverted modeling information flow depth sweet user drive physics selected string observation cement block data drilling isolation operable petroleum pump drill acoustic torque flexural control parameter decision digital mode geologic piston spectral valve domain barrier signal model eccentric shear test learning rotary production equipment seismic zonal bond reservoir attenuation score subterranean module fluid ultrasonic receiver geological casing annulus bit sampling fitting apparatus time compressional conditioner inversion rock controller unlabeled speed mud analysis evaluation impedance position function outlet formation	geological drilling data annulus sampling pipe compressional steel shear petroleum pump rock drill acoustic flexural prediction hydrocarbon seismic tubing scanner slide analysis comparator borehole spectrometry geologic hydraulic physics piston projection spectral valve cavity quantitative geophysical matrix oil fluid cement shale formation	geological drilling casing annulus data model sampling eccentric compressional isolation conditioner operable shear petroleum test pump port learning rotary controller acoustic torque flexural unlabeled parameter flow equipment seismic depth zonal mud bond reservoir physics score spectral domain subterranean string fluid cement ultrasonic formation receiver	data drilling casing annulus model time eccentric curve isolation conditioner operable inversion petroleum test pump rock surface drill acoustic flexural production modeling unlabeled information seismic speed digital bond mode reservoir evaluation geologic spectral position module fluid string outlet cement formation	['Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150060140A1'	'Eccentric Steering Device and Methods of Directional Drilling'	['E21B7/062', 'E21B7/067', 'E21B7/04', 'E21B34/10', 'E21B45/00']	['Deflecting the direction of boreholes the tool shaft rotating inside a non-rotating guide travelling with the shaft', 'Deflecting the direction of boreholes with means for locking sections of a pipe or of a guide for a shaft in angular relation, e.g. adjustable bent sub', 'Directional drilling', 'Valve arrangements for boreholes or wells in wells operated by control fluid supplied from outside the borehole', 'Measuring the drilling time or rate of penetration']	2014-11-09T14:00:00Z	['Geoff Downton']	['Schlumberger Technology Corp']	['apparatus steering drill string eccentric steering eccentric steering eccentric sleeve mounting exterior drill string drill string rotate eccentric sleeve brake positioned selectively rotation eccentric sleeve drill string eccentric steering', 'steering positioned eccentric sleeve drill string eccentric steering steering drill string eccentric steering eccentric sleeve mounting exterior drill string drill string rotate eccentric sleeve brake positioned selectively rotation eccentric sleeve', 'sleeve drill string eccentric steering brake mounted drill string eccentric steering brake mounted eccentric sleeve eccentric steering eccentric sleeve engaging borehole wall eccentric steering extension brake eccentric steering actuator control', 'control brake eccentric steering actuator valve eccentric steering valve control flow drilling fluid brake eccentric steering control control actuator eccentric steering control selected group rotational speed sensor accelerometer accelerometer', 'eccentric steering control magnetometer detect position eccentric sleeve wellsite drill string eccentric steering eccentric sleeve mounting exterior drill string drill string rotate eccentric sleeve brake positioned selectively impair rotation', 'rotation eccentric sleeve drill string drill string collar kelly drill string wellsite eccentric sleeve wellsite extension brake wellsite eccentric steering actuator control brake control control actuator eccentric steering steering drill string', 'string eccentric steering sleeve mounting exterior drill string drill string rotate sleeve piston extension sleeve apply lateral force drill string eccentric steering sleeve substantially circular cross section eccentric steering piston extension', 'extension sleeve eccentric steering drill string valve regulate sleeve eccentric steering piston weep hole relieve sleeve eccentric steering spring hold piston retracted position absence eccentric steering piston drill string retracted position', 'position eccentric steering piston drill string transmit rotational force sleeve eccentric steering interface formed friction piston drill string eccentric steering interface formed interaction piston drill string background steering directional', 'drilling commonly oil water gas industry reach directly wellhead directional drilling known ability reach vertical access difficult possible area body water difficult drill formation ability group multiple single platform offshore drilling need oil', 'need oil water natural gas increasing efficient apparatus methodology natural earth eccentric steering steering drill string eccentric steering eccentric sleeve mounting exterior drill string drill string rotate eccentric sleeve brake positioned', 'selectively rotation eccentric sleeve drill string accordance eccentric steering positioned eccentric sleeve drill string additionally mounted exterior surface drill string alternatively mounted interior surface eccentric sleeve additionally brake', 'brake mounted drill string alternatively mounted eccentric sleeve accordance eccentric sleeve engaging borehole wall accordance extension brake accordance eccentric steering actuator control brake actuator valve control flow drilling fluid brake', 'brake additionally control control actuator control selected group rotational speed sensor accelerometer accelerometer additionally control magnetometer detect position eccentric sleeve accordance alternative wellsite drill string eccentric steering', 'steering eccentric sleeve mounting exterior drill string drill string rotate eccentric sleeve brake positioned selectively impair rotation eccentric sleeve drill string drill string collar kelly drill string eccentric steering wellsite positioned', 'eccentric sleeve drill string additionally eccentric sleeve extension brake eccentric steering wellsite actuator control brake control control actuator directional drilling drill string eccentric steering eccentric sleeve mounting exterior drill', 'drill string drill string rotate eccentric sleeve brake positioned selectively rotation eccentric sleeve drill string rotating drill string selectively brake eccentric sleeve rotate drill string desired position finally brake desired position curved', 'curved borehole position eccentric sleeve drill string accordance alternative eccentric steering steering drill string eccentric steering sleeve mounting exterior drill string drill string rotate sleeve piston extension sleeve apply lateral force', 'force drill string sleeve substantially circular cross section additionally piston extension sleeve eccentric steering valve regulate sleeve piston weep hole relieve sleeve additionally spring hold piston retracted position absence provided', 'provided accordance accordance piston drill string retracted position alternatively piston interface drill string transmit rotational force sleeve interface formed friction piston drill string interface formed interaction piston drill string fuller', 'fuller nature desired conjunction denote wellsite employed b depict eccentric steering b depict longitudinal cross section eccentric steering latitudinal cross section eccentric steering b depict longitudinal cross eccentric steering directional', 'drilling directional drilling gauge rotary directional drilling efficient utilize drill string rotation redirect eccentric steering force achieve control direction bit offset borehole unlike conventional utilize multiple produce eccentric force', 'force rotation drill string position single eccentric steering desired location control wellsite wellsite wellsite employed wellsite onshore offshore exemplary borehole formed subsurface rotary drilling manner known directional drilling hereinafter', 'drill string suspended borehole hole drill bit lower end surface platform derrick positioned borehole rotary table kelly hook rotary swivel drill string rotated rotary table kelly upper end drill string drill string suspended hook attached traveling', 'traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel causing drilling fluid flow downwardly drill string', 'string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill bit formation surface returned pit recirculation hole module module roto', 'roto steerable motor drill bit module special type drill collar known contain known logging module employed module position alternatively mean module position module measuring information communicating surface equipment module measuring module', 'module special type drill collar known contain measuring drill string drill bit apparatus generating electrical power typically mud turbine generator known mud motor powered flow drilling fluid power battery employed positioned module separate power', 'power module measuring measuring torque measuring vibration measuring shock measuring stick slip measuring direction measuring inclination measuring particularly advantageous hereof conjunction steering directional drilling subsystem provided', 'provided directional drilling intentional deviation path naturally directional drilling steering drill string desired direction directional drilling advantageous offshore drilling single platform directional drilling horizontal drilling reservoir', 'reservoir horizontal drilling longer length traverse reservoir production rate directional drilling vertical drilling operation drill bit veer drilling trajectory unpredictable nature drill bit deviation directional drilling drill bit course known', 'known directional drilling rotary steerable drill string rotated surface motor drill bit drill desired direction rotating drill string greatly drill string getting hung stuck drilling rotary steerable drilling drilling earth generally classified', 'axis rotation drill bit local axis hole general direction hole hole accordance customary geometry upper lower stabilizer touch drill bit angle deviation drill bit axis finite distance drill bit lower stabilizer noncollinear condition curve ways', 'ways fixed bend point hole close lower stabilizer flexure drill bit drive shaft distributed upper lower stabilizer drill bit cut sideways bit axis continually rotated direction curved hole type rotary steerable operate publication pat rotary', 'rotary steerable requisite noncollinear condition causing upper lower apply eccentric force displacement direction preferentially direction hole propagation ways nonrotating hole eccentric displacement eccentric apply force drill bit desired', 'desired steering direction steering non drill bit touch drill bit cut ways generate curved hole type rotary steerable operate pat eccentric steering eccentric steering eccentric steering eccentric sleeve mounted drill string near drill bit drill', 'bit drill string eccentric steering sleeve external diameter eccentric sleeve substantially equal gauge drill bit b radial distance center line drill string b extreme lobe eccentric sleeve greater gauge drill bit brake eccentric steering selectively', 'eccentric sleeve rotate drill string eccentric sleeve rotate drill string eccentric sleeve borehole wall causing drill string drill bit axis desired location brake drill string rotation eccentric sleeve b longitudinal cross section eccentric', 'eccentric steering eccentric sleeve drill string complimentary geometric eccentric sleeve drill string brake capable rotation lack eccentric sleeve drill string brake friction brake pad applied eccentric sleeve mechanical linkage rod selectively', 'eccentric sleeve drill string electromagnet selectively link rotation eccentric sleeve drill string brake b drill string eccentric sleeve brake extend eccentric sleeve drill string brake powered fluid conduit brake drill string rotate freely', 'freely eccentric sleeve b brake fluid conduit eccentric sleeve engaged rotating drill string eccentric steering actuator control operation brake hydraulic pneumatic actuator valve actuator switch actuator communication control control operation', 'operation actuator steer drill string maintain proper angular position hole relative subsurface formation control mounted bearing control rotate freely axis hole control mounted sleeve control sensory equipment direction inclination di rotational', 'speed sensor orientation magnetometer detect inclination azimuth hole control communicate angle sensor magnetometer drill string magnet sleeve determine orientation eccentric sleeve drill string sensory equipment dual axis magnetometer package sine', 'sine cosine local magnetic field information knowledge local magnetic field control calculate orientation local vertical dual axis capable calculating angular orientation eccentricity sleeve dual axis magnetometer provided sleeve wired wireless', 'wireless communicating controller dual axis magnetometer provided drill string angle sensor drill string relative orientation sleeve dual axis magnetometer provided sleeve dual axis magnetometer provided drill string communication wired wireless', 'wireless control communicate disposed hole formation drilling dynamics data control formation information adjacent geologic formation gather nuclear publication contents incorporated drilling dynamics data vibration acceleration velocity hole', 'hole control ground follow desired inclination direction progress hole measured aboveground drilling fluid acoustic wireless transmission wired connection desired path mud communication publication incorporated suitable available technology', 'corporation sugar land wired drill pipe communication control control positioned ground valve wired drill pipe pat latitudinal cross section eccentric steering drill string eccentric sleeve brake brake eccentric sleeve eccentric sleeve deploy', 'deploy profile eccentric sleeve better grip borehole wall retract brake alternatively deploy grip borehole wall brake retract brake longitudinal cross section eccentric steering provided sleeve mounted drill string sleeve substantially circular', 'circular cross section alternatively eccentric piston valve fluid flow conduit internal cavity sleeve drill string fluid cavity piston extend laterally outward contact borehole wall apply steering force weep hole fluid drain cavity valve closed', 'closed omission relief valve additionally alternatively fluid seep sleeve drill string lubricate additionally alternatively cavity sealed valve control communication sensory equipment b valve fluid flow cavity spring piston return retracted position', 'position retracted position default position steering revert position communication valve reason piston substantially flush external diameter sleeve retracted position underside piston drill string drill string orientation piston actuation valve', 'valve underside drill string friction underside drill string augmented spring drill string interface underside directional drilling directional drilling provided drill string provided eccentric steering eccentric steering provided drill string', 'string rotated position eccentric steering drill string eccentric steering selectively rotated drill string desired location rotation eccentric steering variety ways reflect eccentric steering b rotated valve permit fluid flow deploy brake desired', 'desired location contrast eccentric steering rotated valve suspend fluid flow causing underside piston engage drill string desired location azimuth inclination drill string measured reading position sleeve determined sleeve rotated achieve desired', 'desired face selective rotation eccentric steering reflect rotational speed drill string transmission implementation actuation directional drilling provided loop target outer loop target inner loop adequacy target target reflect plan plan specify', 'specify drilling parameter azimuth function length drill string fed ground target appropriate target appropriate target current target determine target target repeated target eccentric steering rotated desired position achieve desired bit upwards', 'upwards build direction sleeve eccentricity phase drill straight forward sleeve continuously dragged drill string drill string currently drilling desired direction right desired direction control position sleeve counterclockwise current orientation', 'looking borehole human hardware combination likewise aboveground combination preferably inner loop control proximity eccentric steering rotation basis incorporation disclosed expressly incorporated recognize able ascertain routine experimentation']	59	[0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, -1, 0, 0, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, -1, -1, 6, 6, -1, -1, 0, 0, 0, 0, -1, 0, 0, -1, -1, -1, -1, -1]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 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-0.08951320499181747, -0.4792480766773224, 0.1534043401479721, -1.155755639076233, -0.33068421483039856, -0.11153420060873032, 0.22712181508541107, -0.7872613668441772, 0.34328362345695496, 0.24908746778964996, 0.19637173414230347, -0.24954384565353394]	[-1.27901 -0.22379236 0.49910867 ... 0.08636396 0.32560605 -0.47399566]	['0_drill_string_drilling_fluid', '-1_data_drilling_information_formation', '6_network_wireless_interface_display']	drilling data casing bit model time printer eccentric graphics operable pump port wired surface learning rotary controller drill torque sleeve output production control input information area flow equipment access cellular depth speed mud reservoir switch card drive local piston mobile satellite display valve position wireless telephone string fluid outlet circuit communication network block formation interface	drilling wirelessly pipe pump wired rock drill accelerometer router cell login computer cellular seismic tubing slide borehole hydraulic geologic piston mobile valve cavity wireless oil cement	drilling casing model printer eccentric graphics operable pump port learning rotary controller torque flow equipment depth mud reservoir switch card local mobile satellite wireless string telephone formation interface	drilling data model time printer eccentric operable pump surface drill information area speed reservoir switch card local mobile display position wireless string fluid outlet network formation interface	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation']	['similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable']
'US20150073715A1'	'Seismic survey analysis'	['G01V1/306', 'G01V1/003', 'G01V1/30', 'G01V1/345', 'G01V2200/14', 'G01V2210/32', 'G01V2210/34', 'G01V2210/6161', 'G01V2210/62', 'G01V2210/63', 'G01V2210/632']	['Analysis for determining physical properties of the subsurface, e.g. impedance, porosity or attenuation profiles', 'Seismic data acquisition in general, e.g. survey design', 'Analysis', 'Visualisation of seismic data or attributes, e.g. in 3D cubes', 'Quality control', 'Noise reduction', 'Noise estimation', 'Seismic or acoustic, e.g. land or sea measurements', 'Physical property of subsurface', 'Seismic attributes, e.g. amplitude, polarity, instant phase', 'Amplitude variation versus offset or angle of incidence [AVA', 'AVO', 'AVI]']	2014-09-05T13:00:00Z	['Victor Aarre']	['Schlumberger Technology Corp']	['data data individual calculating multidimensional similarity metric data multidimensional similarity metric data data data individual calculating multidimensional similarity metric data multidimensional similarity metric data data calculating', 'multidimensional similarity metric calculating individual similarity individual data data seismic data geologic survey data seismic data multidimensional similarity metric structural dip data quality assessment data classes individual angle offset', 'offset amplitude versus angle ava amplitude versus offset avo survey error data error angle offset data weighting data avo ava inversion weighted data weighting influence data assessed low data quality class generating similarity stack calculating', 'multidimensional similarity metric generating data seismic data geologic survey structural dip processor memory operatively processor memory instruct receive data data individual calculate multidimensional similarity metric data multidimensional', 'similarity metric assess data data calculate multidimensional similarity metric calculate individual similarity individual data memory instruct weight data assessment perform avo ava inversion weighted data storage media instruct computer receive', 'receive data data individual calculate multidimensional similarity metric data multidimensional similarity metric assess data storage media assess data classes storage media classes spectrum data quality classes range low data quality high data', 'high data quality related benefit provisional ser incorporated entirety background seismic interpretation examine seismic data location time depth effort identify subsurface stratigraphic indicative hydrocarbon traps flow field resource extraction', 'seismic interpretation allow construction accurate model turn improve seismic volume analysis resource extraction pertain seismic data analysis data characterize geologic environment perform field data data individual calculating multidimensional', 'similarity metric data multidimensional similarity metric data processor memory operatively processor memory instruct receive data data individual calculate multidimensional similarity metric data multidimensional similarity metric assess data', 'data disclosed provided introduce selection identify key essential matter aid matter brief conjunction modeling geologic environment equipment geologic environment sedimentary basin formation borehole borehole convention technique acquire data', 'data technique data survey survey structural dip technique data survey data uncertainty stack uncertainty stack uncertainty visualization data layer uncertainty sense merely general seismic interpretation examining seismic data location time depth', 'depth identify subsurface seismic interpretation seismic data provided trace amplitude versus time recording energy source subsurface interpretation involve visual display seismic data interaction executable instruction memory executed', 'executed interpretation consider vertical seismic crossline horizontal seismic horizontal time seismic data optionally data log data inversion generate model seismic data optionally data inverse problem generate model subsurface region model', 'model acoustic impedance model type model interpretation seismic data data store network connection seismic data format society exploration format standard format format seismic data trace header information assist analysis seismic data seismic data', 'data optionally crossline crossline entire times given region access subregion crossline geographic grid time depth window seismic seismic attribute considered quantify characteristic content seismic data characteristic measured seismic data seismic', 'seismic attribute rate change quantity time time seismic attribute examination seismic data amplitude domain time domain manner seismic attribute seismic attribute derivative seismic attribute derivative seismic attribute framework memory determine', 'determine seismic seismic optionally classified volume surface volume attribute attribute seismic cube result seismic cube information pertaining volume attribute surface attribute value surface seismic cube information pertaining volume attribute', 'attribute seismic interpretation displayable information rendering information display projection printing color optionally black white displayable information enhance visual examination displayable information color scheme palette range lut data', 'lut data structure function linear nonlinear allow seismic intensity colors human eye displayable information display scheme selected enhance interpretation increase contrast blinking module seismic module graphical user interface specification file', 'file interpreter wish examine seismic attribute seismic data parameter module default value field graphical control input value default value seismic interpretation seismic petrel seismic framework perform attribute analyses seismic cube seismic', 'seismic line petrel seismic framework employed attribute analyses management manage geologic environment environment sedimentary basin reservoir management allow direct indirect management drilling geologic environment turn information geologic', 'geologic environment available feedback optionally input management management seismic data additional information data attribute analysis visualization operation seismic data information provided input rely earth geological virtual actual physical', 'physical reconstructed data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data operate conjunction framework framework framework classes facilitate modeling', 'modeling commercially available framework framework wash extensible classes net framework class module code data classes program script borehole classes define data information conform attribute library occur prior input consider perform input', 'input information attribute geologic environment simulate behavior geologic environment responsive natural artificial analysis visualization allow interaction model output input simulator eclipse reservoir simulator intersect reservoir simulator', 'simulator simulator implement solve reservoir recovery consider thermal management commercially available framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information', 'increasing reservoir performance improving asset team productivity framework reservoir develop collaborative integrate streamline framework considered considered data input modeling management operate framework environment commercially available', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'framework layer framework core layer layer framework commercially available ocean framework model layer commercially available petrel package ocean framework considered petrel framework model building visualization framework mesh generation', 'framework input receipt information interpretation seismic data seismic data log data image data framework mesh generation input information optionally conjunction information generate mesh model layer domain act data source rendering user rendering', 'rendering graphical environment display data user common look feel user interface domain entity property optionally entity geometrically represent property property data display entity represent property log information version information display', 'display information display model data data data generally physical data storage physical accessible model layer model project project information completion modeling session user store project later time project model layer recreate relevant domain', 'domain geologic environment stratification reservoir fault geologic environment variety equipment communication receive transmit information information information equipment equipment acquire information assist resource recovery equipment remote', 'remote site equipment storage communication store communicate data provided data acquisition satellite communication network satellite additionally alternatively imagery spatial spectral temporal radiometric geologic environment optionally equipment', 'equipment substantially horizontal intersect consider shale formation natural artificial hydraulic combination natural artificial reservoir laterally extensive lateral exist assessment assist develop laterally extensive reservoir equipment seismic', 'seismic analysis seismic data assessment perform operate data create data update data operate create editor creation editor selection petrel seismic data seismic ocean framework access module external executable code sedimentary basin geologic', 'geologic environment model building simulator formation borehole formation convention reservoir petroleum modeling applied characterize subsurface sedimentary basin geologic environment facies formed geologic time distributed x z cylindrical', 'spherical model building data acquisition block model geometry block data involved building initial model model optionally response model output time physical phenomena additional data data modeling depth thickness fault timing seismic', 'seismic electromagnetic gravity outcrop log data data depth thickness stemming facies seismic assumed follow geological iso times data lateral facies lateral variation sedimentation proceed modeling geological data provided data geochemical data', 'data kerogen type organic richness timing data paleontology radiometric dating magnetic rock fluid boundary condition data history surface depth basin petroleum modeling porosity differential numerical modeling model geometry time account stemming', 'stemming geological deposition erosion shifting commercially available modeling framework framework input information seismic geological model evolution sedimentary basin framework petroleum modeling input data seismic data data geological data', 'data model evolution sedimentary basin framework predict reservoir source timing hydrocarbon generation migration pore hydrocarbon type subsurface surface combination framework petrel framework scale exploration data exchange facilitate construction', 'analysis data framework data petrel framework coupling formation horizontal surface subsurface borehole vertical borehole borehole considered vertical borehole downwardly normal horizontal surface formation positioned borehole acquire information', 'borehole acquire electrical borehole formation acquire borehole image data data acquisition sequence running borehole acquisition closed opening pressing wall borehole electrical current borehole borehole current remotely borehole vertical', 'vertical horizontal positioned acquire information horizontal borehole analysis information reveal dissolution dissolution bedding dip acquire information help characterize reservoir optionally natural artificial hydraulic information assist', 'assist stimulation information acquired framework framework convention dip dimensional orientation plane dip strike dip angle slope plane horizontal plane imaginary plane measured vertical plane direction dip magnitude known angle azimuth known', 'known direction convention angle slope imaginary horizontal plane flat upper surface dip direction dipping plane given compass feature convention strike orientation line intersection dipping plane horizontal plane consider flat upper surface', 'surface imaginary horizontal plane additional related dip strike apply analysis depending orientation collected data term true dip dip convention true dip dip plane measured directly perpendicular strike line directed northwardly strike angle', 'angle maximum possible value dip magnitude term dip dip convention dip dip plane measured direction direction true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip', 'true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip direction dip dip convention dip approximately parallel horizontal surface edge cutting plane strike direction observing dip true dip', 'true dip vertically orientation deviation relative determine true dip vector computation borehole deviation applied dip term borehole relative dip dip r value true dip measured borehole calm sand body resulting relative sand body orientation', 'convention convention analysis interpretation attribute dip sedimentary bedding igneous metamorphic foliation dip change spatially layer consider salt body rise buoyancy dip trend upward salt body upward seismic interpretation identify subsurface', 'dip angle magnitude azimuth sedimentary bedding igneous metamorphic foliation angle azimuth provided petroleum expulsion migration time petroleum migration source primary migration expulsion saturation model control expulsion secondary migration', 'migration petroleum oil gas hydrodynamic potential fluid accounting driving promote fluid flow buoyancy gradient pore gradient capillary gradient information storage computer memory executable computer network wired wireless graphics display', 'display interface wired wireless imagery surface imagery satellite geological geophysical data sar data data storage memory executable instruct perform framework seismic data acquired better understand subsurface structure geologic environment', 'reflection seismology geophysics estimate subsurface reflection seismology seismic data elastic energy frequency range approximately approximately optionally optionally seismic data understand better composition fluid content extent geometry', 'geometry subsurface acquisition technique acquire seismic data data data acquired technique allow direct indirect management drilling geologic environment turn information geologic environment available feedback optionally input operation pertain', 'pertain reservoir geologic environment reservoir technique information output specify location feature geologic environment feature geologic environment technique geologic environment energy source transmitter emit energy energy interact geologic', 'geologic environment geologic environment bore positioned bore energy energy source interact layer structure interface geologic environment energy reflected sensed energy reflected primary wave primary singly reflected wave energy reflected', 'reflected structure geologic environment multiple reflected wave multiple geologic environment layer surface layer given environment arrangement source energy sensed multiple refer multiply reflected seismic energy event seismic data reflection', 'travel path depending time delay primary event multiple multiple imply multiple interfere primary reflection multiple appear separate event seismic data evidence multiple bed evidence multiple water interface interface base water rock sediment', 'sediment beneath evidence multiple interface acquired data data direct arrival reflected primary multiple reflected reflected multiple reflected acquired data time axis depth axis manner dependent media geologic environment travel exist time time', 'time time information sensed energy allow spatial geologic environment diagram p sh elastic body wave sound wave oscillate direction wave incident interface normal incidence produce reflected converted shear wave elastic body wave oscillate', 'oscillate perpendicular direction wave seismic energy air gun converted tend travel slowly travel shear general recording operatively earth capable shear time interpretation allow determination rock density orientation ratio rock type characterize', 'anisotropy media seismic anisotropy consider parameter depth mismatch actual depth seismic depth parameter difference vertical horizontal compressional p quasi compressional wave parameter difference horizontally vertically shear horizontal shear', 'shear wave sh vertical shear wave quasi vertical shear wave wave data estimation parameter involve access additional information inversion technique applied generate model data received inverse problem model reflectivity model impedance model', 'model diagram acquisition equipment energy source transmitter reflected energy strung direction region energy transmitter acquisition equipment reflect evidence acquired trace energy received converter sampling rate acquisition equipment convert', 'convert energy sensed sensor q digital rate approximately given speed sound medium media rate converted approximate distance speed sound rock time spacing approximately correspond depth spacing assuming path length source boundary boundary sensor', 'sensor trace duration sampling rate trace acquired correspond reflection trace duration foregoing divided account reflection vertically source sensor boundary depth assuming speed sound technique technique multiple data multiple technique energy', 'energy time energy frequency domain band energy wavelet source wavelet frequency spectrum transform wavelet geologic environment interface interface wavelet downward layer reflected upward interface upward layer interface downward layer reflected', 'reflected upward interface upward layer e interface layer received result wavelet reflection interface result wavelet reflection interface time polarity addition derive information layer transform information frequency domain estimate temporal', 'temporal thickness layer related acoustic impedance reflectivity data illustrate energy multiple technique interface related data account additional interface related stem event specifically energy reflected downward interface energy interface', 'interface multiple energy reflected upward interface multiple energy received disposed summed technique multiple received time manner sum illustration multiple question mark additional interfere analysis determine layer multiple interfere', 'interfere identification layer interface consider analysis temporal thickness layer survey geologic environment interface interface relatively vertical feature angle angle angle path length wave traveling subsurface region emitter detector lead', 'lead attenuation higher feature subsurface region effect acquired seismic survey data subsurface region exist angle path length trend path length angle frequency trend higher angle resolution layer thickness angle smaller high resolution distinguish', 'thinner seismic data structural dip structural dip attribute survey data crossline dimension dimension structural dip attribute calculated surface volume plot structural dip crossline structural dip geologic structural dip information seismic', 'seismic applied seismic data better understand structural dip vary offset angle survey estimate suitable individual avo gather collection seismic share acquisition parameter common seismic consider avo survey common given common acquired survey data', 'data considered cover common subsurface region region reception block data data individual calculation block calculating multidimensional similarity metric data assessment block data data seismic data geologic survey seismic data correspond', 'individual geologic survey data data survey body product structure survey illuminating region multiple data acquired multiple illumination energy sound calculating individual similarity individual similarity metric composite individual similarity', 'multidimensional similarity metric array array volume cube reception block avo survey data data block avo ava survey data attribute received data determination block attribute structural attribute structural attribute determined multiple assessment', 'block data quality block quality data avo survey assessment pertain inversion technique association media generally suitable execution processor instruct perform single medium allow performance medium storage medium carrier wave inversion technique', 'technique data generate model consistent data inverse problem seismology surface seismic data vertical seismic log data perform inversion result model earth thickness density p inversion begin seismic output model acoustic impedance model type', 'type technique forward modeling technique begin acoustic impedance model wavelet output seismic trace inversion forward seismic inversion benefit high ratio large data ratio data multidimensional operator consider operator operator multidimensional', 'technique multidimensional technique versus operator quality control avo ava dip resolution add objectivity improve amplitude insensitivity approach multidimensional approach calculating volumetric structural dip crossline equivalent dip azimuth', 'azimuth individual offset angle individual dip consensus dip estimate dip estimate vary depending data quality dip estimate structural dip calculated volume stack individual b average structural individual dip c structural dip calculated volume', 'volume stack individual structural dip calculated individual survey area calculating similarity measurement individual result spatially temporally variant indicator avo inversion quality ava inversion quality seismic survey employ amplitude versus', 'versus offset avo technique amplitude versus angle ava technique technique acquire seismic information investigate subsurface rock geologic environment geophysics reflection seismology avo seismology partitioning seismic wave energy interface', 'interface boundary rock exist theoretical bases given consider term elastic impedance acoustic impedance given avo technique variation seismic reflection amplitude change distance receiver lithology fluid content reflector avo analysis thickness', 'thickness porosity density velocity lithology fluid content avo analysis given rock known fluid content model model fluid content consider sandstone increasing amplitude offset coal decreasing amplitude offset avo technique implement shear wave', 'wave energy allow differentiation gas saturation rock avo analysis rock instructive young poorly consolidated consider subsurface environment gulf older avo technique apply assumption individual seismic correspond common image subsurface region', 'region seismic given subsurface location correspond amplitude polarity reflected satisfying assumption impacted phenomena seismic primary reflected signal analysis location subsurface incompletely illuminated lead poor image quality avo depend', 'depend preceding migration normal spectral shaping statics competently applied applied quantify suitable seismic analysis individual analysis underground improve avo output residual estimation correction technique technique estimate flat image', 'image reflector individual analysis individual dimension residual estimation technique statics correction individual make flat amplitude spectrum correction ensure individual common vertical resolution act common individual underground variability', 'domain amplitude polarity signal manner synchronize relative timing individual individual individual technique applied correlation data data available survey area seismic data act attenuate predominantly flat correction attenuate substantial', 'residual potentially interfering flat avo work bin time seismic data technique revolve residual amplitude spectrum versus avo residual versus term response assumption avo individual seismic common image subsurface region geologic environment', 'variation seismic given subsurface location amplitude polarity reflected signal individual survey area calculating similarity measurement individual result spatially temporally variant indicator avo inversion quality indicator sensitive similarity', 'shape structure relatively insensitive amplitude polarity individual indicator sensitive similarity local phase content individual calculating volumetric structural dip crossline equivalent dip azimuth individual individual dip dip estimate', 'estimate structural dip calculated volume stack individual structural dip calculated average structural individual dip structural dip calculated volume stack individual structural dip calculated data individual calculating crossline structural dip', 'dip individual calculating dip model surface normal positive dip current trace trace negative dip current trace previous trace crossline format half resolution dip representation approach volumetric dip theoretical resolution ser consistent dip', 'dip estimation seismic pub incorporated dip estimation assume subsurface volume model subsurface stack laterally infinitely possibly zero thickness fail account subsurface salt finite lateral structural outline discontinuity exist concept', 'concept discontinuity dip attribute dip spatial derivative structure derivative definition undefined reflector positive dip negative dip location trace equal reflector normal vector peak location pointing vertically zero dip location inaccurate', 'approach pub dip definition positive dip negative dip given point volume positive dip right negative dip left necessarily uniform slope given point approach alleviate derivative especially boundary exist subsurface volume channel fault body', 'body volumetric dip model model pub information provided subsurface volume positive dip negative dip positive crossline dip negative crossline dip v dip uncertainty data structure data storage approach similar size input seismic data volume', 'volume represent subsurface environment seismic data dip millisecond trace meter trace isomorphic choice angle lateral indexed crossline geographical position technique determine dip seismic data pub series series expansion series trace position', 'position crossline location time depth time increment converted depth increment trace ti trace ti considered related series expansion provided time depth displacement z trace ti trace ti negative dip value trace ti location z feature z trace ti', 'trace ti evidence feature trace ti location distance time trace ti displacement z displacement prior trace trace ti displacement negative dip trace ti applied positive dip trace ti trace ti applied negative dip positive dip crossline manner', 'manner determined uncertainty data volume quality control data consistency data inconsistency data data uncertainty dip location subsurface volume implement series expansion technique calculating timing difference structural dip positive negative', 'negative implement technique series expansion calculating timing difference structural dip technique technique phase shift analysis implement series expansion technique technique calculating timing difference structural dip calculating similarity', 'metrics calculating basis similarity individual dip model consider individual calculating difference root square root error difference error metric measure dip local dip crossline dip local crossline dip foregoing norm norm similarity metric metrics', 'metrics norm quantity sense length size extent local norm l l type norm norm vector norm norm norm dip estimate seismic difference estimate calculating metric output dependent estimate image similarity applied manners series parallel series parallel', 'parallel information storage computer memory executable computer network wired wireless graphics display interface wired wireless imagery surface imagery satellite geological geophysical data sar data data storage memory executable instruct perform', 'perform framework reception block information calculation block calculating metrics assessment block information similarity stack module avo inversion module error versus offset module module optionally media generally suitable execution processor', 'processor instruct perform single medium allow performance medium storage medium carrier wave similarity stack module calculating average error individual resulting stack indicator local image quality measure suitability inversion subsurface point', 'point avo inversion ava inversion inversion create model acoustic impedance model resulting model sensitive quality data inversion similarity stack received assess data prior inversion assess model subsurface information similarity stack similarity', 'stack metric measuring quality seismic underground similarity stack optimize seismic data consider leading generation image discrete similarity stack approach calculate quality impact parameter implement select combination minimal error cube zone', 'cube zone cube avo inversion module dependent image quality inversion inversion examine amplitude variability try fit amplitude response parametric response consider regression fitting amplitude perform allow discriminate good bad amplitude', 'amplitude regression honor reliable uncertain consider fitting amplitude response versus approach minimize residual model r n r n n considered amplitude amplitude avo inversion module consider weighting individual estimate current r n w r n w wi', 'r n w wi function current consider weight function w b real b positive real default setting b zero error weight fully error value unity weight suspect add penalty optimization versus avo inversion quality avo inversion depend sufficient redundancy', 'quality near mid far implement weight help ensure sufficient weight far bit questionable coverage issue avo inversion quality calculating absolute acoustic impedance avo trace inaccurate quality attribute risk pollute integral reduce influence', 'influence weight integration error versus offset module investigate error function standard sense calculate incidence error gradient error manner calculate classic avo incidence amplitude gradient amplitude incidence error attribute measurement', 'quality gradient error measure quality linearly increasing insight quality incidence error high quality poor gradient error materially quality increasing perform assessment conclusion shallow ringing gas chimney good giving weight far incidence', 'incidence error low quality good gradient error materially positive quality increasing assessment scattered randomly reflected reliably behavior near vertical angle scattered combination indicator approach stemming real data assessment fault exist', 'exist data survey angle data survey angle survey angle greater survey angle consider data uncertainty metric attribute calculated data stack data stack data uncertainty information data slice layer uncertainty information feature exist location', 'location uncertainty information differ feature versus feature greater uncertainty left feature right feature layer data data reveal data discontinuity exist layer algorithm characterize continuity discontinuity local uncertainty metrics uncertainty', 'occur assessed continuity discontinuity data optionally technique algorithm analogy finding path nest food source communicating attract path marked longer subsequent likely choose path generating ant track data extracted turn validation generate', 'generate attribute surface volume cube information generating similarity metrics seismic data data arrangement avo ava survey similarity metrics determine feature exist subsurface region analysis similarity metrics correspond individual vary brittle', 'brittle rock disposed brittle rock calculated similarity metrics differ analysis similarity metrics data survey parameter survey parameter survey parameter survey angle interval parameter survey offset interval parameter survey data data individual', 'calculating multidimensional similarity metric data multidimensional similarity metric data data calculating multidimensional similarity metric calculating individual similarity individual data data seismic data geologic survey data data survey', 'survey survey survey body consider survey human body survey acquire data data individual arrangement emitter positioned location detector positioned location operate detect measure acquire data image veterinary medicine human medicine nondestructive', 'testing product structure nondestructive testing detect product structure data seismic data geologic survey multidimensional similarity metric structural dip calculating structural dip seismic data seismic data multidimensional similarity metric', 'metric data quality assessment data classes consider classes spectrum low data quality high data quality relative data quality class statistical survey individual correspond angle offset amplitude versus angle ava amplitude versus offset avo survey', 'survey survey seismic survey seismic data data exist individual similarity metric error data error angle offset data error assigned seismic data seismic data angle amplitude versus angle ava seismic survey geologic environment error assigned seismic', 'seismic data seismic data offset amplitude versus offset avo seismic survey geologic environment weighting data similarity metric data similarity metrics data avo ava inversion weighted data weighted data weighting act reduce influence data assessed', 'assessed low data quality class relative data quality classes seismic data seismic survey geologic environment weighted inversion avo ava generating similarity stack stack calculating error error metrics calculating calculate individual stack', 'stack indicator local image quality measure suitability avo inversion subsurface subsurface subsurface surface earth surface body surface product surface structure assessment calculating similarity stack metric quality subsurface region similarity', 'stack optimize seismic data data calculating multidimensional similarity metric generating structural dip processor memory operatively processor memory instruct receive data data individual calculate multidimensional similarity metric data', 'data multidimensional similarity metric assess data data calculate multidimensional similarity metric calculate individual similarity individual data data seismic data geologic survey seismic data individual memory execution instruct weight data', 'data similarity assessment perform avo ava inversion weighted data weight data seismic data weighted storage media instruct computer receive data data individual calculate multidimensional similarity metric data multidimensional similarity metric', 'metric assess data assess data classes consider classes spectrum data quality classes range low data quality high data quality data seismic data geologic survey seismic data individual geologic survey media generally suitable execution instruct', 'instruct perform single medium allow performance medium storage medium provided memory storage input output bus media read communication bus bus wired wireless execute implement wholly user view output interact io medium storage physical memory', 'memory storage chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network', 'network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card transmitter battery mobile cell phone tablet wholly mobile mobile', 'mobile distributed environment cloud environment interact data storage communication information communication cellular network satellite network distributed environment wholly service information input display consider output display information', 'output projector laser printer information information output stereographically printer consider printer printer output data provided printer representation subterranean formation positive negative appreciate possible cover function structural', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function']	145	[-1, 2, -1, -1, -1, -1, 2, -1, -1, -1, 2, 2, 2, 2, -1, 2, 2, -1, 2, 2, -1, 2, -1, 23, 33, 33, 33, 23, 23, 2, -1, -1, 2, -1, -1, 2, -1, -1, 2, -1, 2, -1, -1, -1, -1, 38, 38, 38, 38, 38, 38, 2, 2, 6, -1, 2, 2, 2, 2, 2, 2, 2, -1, -1, 2, -1, 44, -1, 44, -1, -1, -1, -1, 2, 2, -1, 2, 2, 2, -1, -1, 2, 2, -1, -1, 2, 2, -1, 2, -1, -1, 2, -1, 2, 2, 2, -1, -1, 38, -1, 22, 38, -1, -1, -1, 38, -1, -1, 38, 2, 6, -1, -1, -1, 2, -1, -1, 7, -1, -1, -1, -1, -1, 22, -1, 2, -1, -1, 32, 2, 21, 2, 2, -1, -1, -1, -1, -1, -1, -1, 6, 6, -1, 6, 48]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'screw nail wooden equivalent express intention helical structural secure applicant 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'21_relatively_low_score_high', '2_seismic_rock_data_modeling', '32_vehicle_learning_inspection_trained', '7_bound_lower_multiplex_variation', '22_discontinuity_frequency_ratio_amplitude', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation', '44_frequency_receiver_synchronization_transmitter', '38_dip_plane_strike_convention', '6_network_wireless_interface_display']	frequency coarse environment curve development slope label response relevance surface prolongation dispersion dipping bound operate basis helical invoke ordered modeling information parallel flow operation rev considered petrel image efficient perturbation task conform given sweet depth received ti code card switch secure increasing structural local stable physics mobile intersect transmission display drone crossline electromagnetic available low string extensible cement orientation exploration network block telephone materially interface discontinuity platform data drilling original amplitude allow cover appreciate petroleum pump vehicle drill acoustic control convention equivalent framework reduced applicant wash digital expressly express improving layer geologic approximately develop machine spectral weighted multiplex net domain direction horizontal flat strike typicality circuit communication term eclipse sat chosen signal simulator running camera preferably model collaborative vibration graphics reproducibility trace wooden package problematic variation learning positive dry production input angle paragraph area uncertainty diverse arrival equipment seismic transmitter automatic high reservoir confident ratio threshold attenuation score synchronization energy lower corporation subterranean fluid plane medical trained active informative management output receiver geological intention configure value casing annulus interferometer printer time synchronize magnitude inversion detection imaginary wired rock video ocean classes dip classification unlabeled true commercially asset access cellular formation solution speed inspection negative cylindrical human analysis panel evaluation satellite relatively healing nail productivity function wireless script calculating screw ranked	wirelessly operating environment optimization slope algorithm dispersion prolongation dipping helical modeling cell sand hydrocarbon petrel conform reduction minimization displacement browser approximate secure structural hydraulic stable physics mobile ambiguous low cement logic exploration fixing interface discontinuity drilling petroleum integration drill accelerometer login computer framework cutting reduced wash geologic spectral tomography sonar removing eclipse signal simulator geophysics recovery solver operatively streamline wooden problematic variation learning correlation remedial angle uncertainty seismic scanner measured timing reservoir borehole azimuth synchronization reflector trained informative shale geological interferometer tomographic synchronize training reduce error wired rock ocean temporary router dip unlabeled cellular tubing logging estimation cylindrical converter brief healing nail geophysical wireless bad reducing oil calculating quality	environment curve development label dispersion prolongation helical flow rev petrel efficient depth ti switch card secure structural local physics mobile drone crossline electromagnetic low string cement exploration telephone interface drilling data amplitude original cover petroleum pump acoustic convention reduced framework wash improving express geologic spectral multiplex domain flat strike typicality eclipse sat running simulator preferably model vibration graphics reproducibility trace wooden problematic learning positive dry equipment arrival seismic transmitter automatic ratio reservoir high score synchronization energy corporation subterranean plane medical trained management informative output receiver geological interferometer casing annulus printer magnitude ocean classes video dip commercially negative speed inspection human evaluation satellite healing nail wireless function script screw formation	frequency coarse environment curve label relevance surface dispersion bound helical modeling information operation petrel perturbation task ti switch card secure structural local mobile intersect transmission display available low extensible exploration network interface discontinuity data drilling amplitude petroleum pump drill vehicle acoustic convention equivalent framework applicant digital layer express geologic machine spectral multiplex net direction strike typicality signal simulator model collaborative vibration trace wooden problematic variation learning dry input angle area uncertainty diverse arrival seismic transmitter ratio reservoir high attenuation score synchronization lower fluid plane medical receiver interferometer intention casing printer time detection imaginary rock ocean classes video dip classification unlabeled true inspection nail wireless screw formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Vehicle Inspection using Trained Machine Learning Framework for Automatic Detection and Classification', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', 'Dip and Strike Orientation in True Dip Dipping Plane Convention Analysis']	['nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'video data video camera point data point cloud radar data radar sensor mounted vehicle car truck bus case sensor vehicle correspond inspection platform machine learning framework relevance learning inspection learning trained operation active', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'machine learning framework relevance learning inspection learning c trained operation active learning framework trained platform edge inspection vehicle submarine drone inspection task trained machine learning sensor data output vehicle automatic', 'angle maximum possible value dip magnitude term dip dip convention dip dip plane measured direction direction true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'car truck bus machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip direction dip dip convention dip approximately parallel horizontal surface edge cutting plane strike direction observing dip true dip', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US20140060800A1'	'Enhancing well fluid recovery'	['E21B43/003', 'E21B43/12', 'E21B43/128', 'E21B43/25', 'E21B44/005', 'E21B47/06']	['Vibrating earth formations', 'Methods or apparatus for controlling the flow of the obtained fluid to or in wells', 'Adaptation of pump systems with down-hole electric drives', 'Methods for stimulating production', 'Below-ground automatic control systems', 'Measuring temperature or pressure']	2013-10-22T13:00:00Z	['David Eslinger']	['Schlumberger Technology Corp']	['usable generator fluid recovery reservoir production pump injection pump create wave reservoir recovery fluid pump disposed create fluid flow fluid pump earth surface reservoir variable speed drive control rotational speed motor pump controller', 'operatively connected variable speed drive fluid recovery reservoir control logic controller continually vary rotational speed motor pump control logic motor continually vary momentum fluid inside pump housing pump inside production tubing connected', 'connected pump create reflected cyclic pump housing production tubing pump housing production tubing reservoir vibrational energy fluid recovery sensor disposed communicatively controller controller momentum fluid inside pump housing pump inside', 'inside production tubing connected pump create reflected cyclic pump housing production tubing datum sensor datum indication outlet pump intake pump fluid injection fluid wave incident reservoir amplitude approximately square inch psi frequency', 'frequency approximately hertz deliver vibrational energy reservoir vibration sensor communicatively controller vibration sensor vibration pump controller measured vibration feedback loop maximize reservoir change controller speed pump frequency', 'frequency approximately hertz sequence generator generation logic create signal motor pump connector signal speed controller motor generation logic speed pump create fluid momentum fluid pump resulting inside pump housing pump fluid momentum', 'momentum reservoir increase flow hydrocarbon reservoir generator fluid fluid pump lift communicate fluid surface generator fluid injection fluid pump injection inject fluid generator amplitude approximately square inch psi frequency approximately', 'hertz generator pump electrical submersible pump progressive cavity pump generator connection sensor measure characteristic fluid generator motor ongoing characteristic generator sensor sensor vibration sensor generator sensor sensor measure fluid', 'fluid outlet pump intake pump related benefit priority ser fluid recovery incorporated entirety background generally fluid recovery general productivity reservoir reservoir subjected seismic vibrational energy produced earthquake exact mechanism', 'mechanism production productivity result seismic vibrational energy squeezing oil recovery reservoir heterogeneity deliver vibrational energy oil recovery surface seismic thumping water sonic ultrasonic explosive technique usable communicating fluid', 'fluid technique fluid recovery reservoir fluid create wave fluid reservoir usable pump control subsystem pump fluid control fluid recovery reservoir pump create wave reservoir usable string control subsystem string artificial lift communicate fluid', 'fluid produced reservoir surface artificial lift pump control subsystem fluid recovery reservoir pump create cyclic reflected wave reservoir technique fluid operating pump technique operation pump enhance fluid recovery additional near enhancement', 'operation pump create wave reservoir communication additional section electric submersible pump harsh brief schematic diagram flow enhance fluid recovery reservoir speed pump motor flow diagram technique enhance fluid recovery production operation', 'operation nearby injection possible upper lower upwardly downwardly relative given point clearly applied equipment horizontal refer left right right left diagonal relationship appropriate subsea subterranean accordance main vertical lined casing', 'casing string noted uncased accordance tubular string inside zone string fluid string surface zone upper lower annular tubular string interior casing string assuming cased incoming fluid valve circulation valve string surface central passageway', 'accordance artificial lift pump electrical submersible pump progressive cavity pump nonlimiting string specifically accordance power cable communicate power phase power pump lifting produced fluid zone string surface accordance motor variable speed', 'speed drive controller speed pump power pump power cable controller turn surface controller receive data power cable data possibly data surface controller controller speed pump oil recovery pump manner produce reflected cyclic wave nonlimiting wave', 'wave frequency hertz amplitude square inch psi accordance wave vibrational energy oil recovery power pump horsepower wave relatively powerful conventional generate vibrational energy pump quite effective vibrational energy accordance fluid received', 'received zone produced perforated production lateral depending production zone established annular sand screen wall zone sand screen isolation sand screen general sand screen incoming produced fluid fluid central passageway sand screen zone fluid', 'fluid received central passageway tubular string accordance course fluid fluid zone zone central passageway tubular string surface action pump noted exemplary nature pump control disclosed likewise applied production alternatively main pump instead', 'instead injection speed rotational speed motor continually varied continually vary momentum fluid action reflected cyclic wave deliver vibrational energy conjunction technique accordance pump artificial lift communicate fluid surface pursuant block', 'block technique block recovery fluid reservoir enhancement speed pump create reflected cyclic wave reservoir noted speed pump varied pursuant variety possible periodic pure sinusoid pulse train sequence periodic wave speed pump varied nonperiodic', 'fashion accordance intermittingly sped nonperiodic relatively constant determination model vibrational energy needs enhance production time speed pump varied generate vibrational energy cyclic wave cyclic wave amplitude frequency amplitude measure', 'measure power determined general amplitude psi large psi recovery oil reservoir general determined frequency approximately oil recovery noted merely provided tune reflected wave accordance sensor generation wave perforation interface manner', 'manner controller tubular string monitor produced wave communicate data surface controller pump wave perforation interface control pump varied desired total perforation interface measure productivity accordance controller vary control pump', 'pump controller generate oscillating pump control signal control speed depending actual wave controller change control signal decrease increase amplitude wave change frequency wave frequency amplitude desired wave empirical data ongoing productivity', 'function measured wave frequency amplitude accordance controller speed motor acquired specifically accordance intake pump sensor discharge outlet pump sensor hole sensor zone controller adjust control pump wave additionally vibration pump pump', 'pump pump discharge vibration sensor pump intake vibration sensor information controller showing effect pump speed signature pump mechanical vibration summarize technique accordance adaptively pump relatively short time scale time scale day pursuant', 'pursuant technique measured block measured block pump discharge pump mechanical vibration measured pursuant block determination diamond tuned pump speed control pursuant block pump mechanical vibration pump discharge block pump intake block measured', 'measured determination diamond safe operate pump speed signature operation safe pump speed control pursuant block control block continued adjustment pump speed noted pump control autonomous surface depending accordance surface wired wireless', 'wireless communication speed pump manually operator automatically controller surface pump control exemplary pump motor speed time accordance cyclic wave speed motor average value slowly cyclic upper speed threshold lower speed threshold speed speed', 'speed remains average speed speed remains upper speed threshold speed speed remains lower speed threshold accordance frequency approximately hertz amplitude approximately percent average speed average speed pump minute nonlimiting upper speed', 'speed threshold approximately lower speed threshold approximately hole necessarily yield highest productivity pump speed depend environment host easy predict optimal speed control pump technique technique accordance technique adaptive technique', 'technique longer time scale time scale days technique involve sweep wide variety possible motor control pump optimal control scheme pump technique testing time speed control pump beginning time interval day observing productivity specifically', 'accordance technique block pump control frequency amplitude profile occur daily basis test block fluid production logged interval determination diamond current interval beginning day determination diamond test complete pump control produced best', 'best highest production selected pursuant block transition pump control pursuant block accordance injector applicable increasing injector reducing injection accordance technique block pump injection communicate fluid technique block productivity', 'reservoir speed pump create cyclic wave reflected reservoir additional injector improving production surrounding production cyclic reflected wave injector nearby surrounding production production radius mile radius injector specifically technique', 'technique block pump inject fluid central injector block nearby production enhancement productivity speed pump create cyclic wave reflected reservoir benefit appreciate therefrom cover fall true spirit conclusion appreciate possible materially', 'matter cover function structural equivalent express intention applicant invoke paragraph expressly function']	39	[0, 0, 0, -1, -1, 0, -1, -1, 2, -1, -1, -1, -1, -1, 0, -1, 0, -1, 1, -1, -1, -1, -1, 18, -1, -1, -1, 7, 2, -1, 0, 7, 7, -1, -1, -1, -1, -1, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.3946321232628952, 0.010300736850493887, 0.07486008816077418, 0.06071483045077621, 0.012964257525792732, 0.0063606055987805, 0.006798656946481644, 0.015744903855866833, 0.006054448561909148, 0.007080127266974824, 0.008191133682433844, 0.01053586447625982, 0.006118324442987245, 0.007190369103760239, 0.004958553886325208, 0.01085493285421462, 0.006090342430101223, 0.007104883087754527, 0.00852608985733314, 0.00823723672865125, 0.005453521861064054, 0.006252843092221103, 0.007761539889233687, 0.005023663255098481, 0.009475891651342617, 0.006121860363880258, 0.01694719525776112, 0.007938820632493404, 0.005292272158146257, 0.007907926033169251, 0.007284224093021619, 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0.4551222324371338, 1.0331974029541016, 0.50044184923172, -0.0706314668059349, -0.38195139169692993, -0.0437946617603302, -0.18071013689041138, -0.12249410897493362, -0.30986085534095764, -0.07998402416706085, -0.9941461086273193, 0.18332232534885406, 0.18359166383743286, -0.18023620545864105, -0.08180177211761475, -0.0820508748292923, 0.07798395305871964, -0.39007097482681274, -0.34491756558418274]	[-0.8416766 -0.33274573 0.5784653 ... -0.2988287 -0.11860989 -0.70860726]	['18_predominant_gas_type_condensate', '16_spirit_person_appreciate_depart', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	coarse ascertain port surface prolongation bound sleeve basis water modeling sand information flow operation perturbation principal depth given sweet drive physics acid spirit matrix meaning composition string slurry foregoing block aqueous data drilling original comply operable appreciate petroleum pump gravel determined projecting drill acoustic torque control depart screen equivalent reduced quickly condensate applicant abstract digital geologic approximately gas piston limit spectral valve multiplex domain understand sat stated signal running polymer flowing interpret model vibration eccentric gel known return variation learning rotary loading cleavable gor dry production equipment seismic reservoir lower disclosed subterranean fluid matrices regression receiver geological casing size bit sampling apparatus time amide surfactant inversion rock controller type solution speed chloride mud preceding analysis viscosity pack realize position person function reader oil metal outlet predominant formation	geological intention drilling mineral bottle pipe practical solver comply bentonite reduce petroleum exemplify pump variation compositional rock prolongation determined drill calcium hydrocarbon reduced crystallization silica seismic tubing reduction designing chloride inventive slide oleaginous minimization approximate borehole viscosity teaching hydraulic geologic gas piston physics spectral valve brief acid cavity geophysical communicating matrix oil fluid reducing cement matrices foregoing shale	geological drilling casing polymer flowing original model sampling eccentric vibration surfactant comply operable petroleum pump port gravel learning rotary controller loading dry prolongation acoustic torque depart sand foregoing flow reduced equipment quickly seismic depth principal speed chloride abstract mud applicant reservoir preceding viscosity gas physics spectral multiplex acid disclosed domain subterranean spirit reader composition string metal oil slurry matrices regression running sat predominant formation receiver	aqueous drilling data coarse interpret model time eccentric vibration surfactant operable appreciate petroleum pump variation gravel surface rock cleavable drill dry acoustic bound water modeling depart screen information equivalent type operation seismic condensate speed principal perturbation abstract digital reservoir geologic gas spectral lower acid multiplex position spirit person matrix composition string fluid oil outlet reader meaning slurry matrices foregoing predominant formation	['Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US20070051538A1'	'Method for drilling with casing'	['E21B7/20', 'E21B10/66', 'E21B23/08', 'E21B7/208']	['Driving or forcing casings or pipes into boreholes, e.g. sinking; Simultaneously drilling and casing boreholes', 'Drill bits characterised by the whole or part thereof being insertable into or removable from the borehole without withdrawing the drilling pipe the cutting element movable through the drilling pipe and laterally shiftable', 'Introducing or running tools by fluid pressure, e.g. through-the-flow-line tool systems', 'Driving or forcing casings or pipes into boreholes, e.g. sinking; Simultaneously drilling and casing boreholes using down-hole drives']	2006-04-10T13:00:00Z	['Per Angman', 'Robert Tessari']	['Schlumberger Technology Corp']	['drilling casing drill string removing drilling leaving casing bore drilling prepared removal release drilling release drilling casing elongated tubular drill string drilling retrievable lower distal end drill string withdrawing casing formed drilling', 'drilling casing drill string drill string drilling engaged distal end drill string drilling driving drilling operate extend formed diameter greater diameter drill string drilling disengage distal end drill string release drilling release removing', 'removing drilling drill string removing drill string leaving casing drill string release release release connection work string drilling fluid circulation substantially drilling drill string advanced prior removing drilling drill string advanced', 'advanced substantially prior removing drilling casing string provided entirety drill string casing string liner suspended string drill pipe drill pipe liner prior removing drilling removing drilling reverse circulation fluid annulus drill string', 'string drill string removing drilling casing string casing string elongated tubular drill string drilling connected drill string retrievable lower distal end drill string withdrawing casing string formed drilling drilling drilling engagement drill', 'drill string release drilling release removing drilling drill string removing casing string drill string release gravity release release connection work string drilling fluid circulation substantially removing drilling reverse circulation fluid', 'fluid annulus drill string drill string removing drilling drilling engagement drill string drill string advanced total depth drill string advanced substantially prior removing drilling casing string provided entirety drill string casing string liner', 'liner suspended string drill pipe drill pipe liner prior removing drilling casing string casing string elongated tubular drill string drilling connected drill string retrievable lower distal end drill string withdrawing casing string formed drilling', 'drilling drilling drilling engagement drill string dart release functionality drilling dart removing drilling drill string removing casing string drill string drilling fluid circulation substantially removing drilling reverse circulation fluid', 'fluid annulus drill string drill string removing drilling drilling engagement drill string drill string advanced total depth drill string advanced substantially prior removing drilling casing string provided entirety drill string casing string liner', 'liner suspended string drill pipe drill pipe liner prior removing drilling cross related ser foreign convention priority priority provisional ser field drilling drilling casing drill string background drilling oil gas production conventionally', 'relatively small diameter drill pipe drill bit somewhat diameter selected bore usually lined string known casing casing encompass liner smaller diameter drill bit conventional sequentially drilling borehole drill pipe drill bit attached thereto', 'thereto drill pipe borehole running casing borehole time consuming costly addition control difficult drill pipe removed casing run drilling casing gaining popularity drilling casing drill string drilling conduit drilling casing remains act liner', 'act liner drilling drill bit hole enlargement underreamer borehole sufficient diameter accommodate casing drilling advancing end casing drill bit retractable removable casing casing drilling tested drilling vertical straight recently copending', 'copending drilling directional casing drill string directional borehole drilling connected distal end drill string directional borehole force drilling drive laterally relative directional borehole drilling drill rotary steerable bent bent permit', 'permit control acting perpendicular drill string steer drill bit selected direction drilling liner drilling drilling operate advance extend borehole mounted end section liner liner connected surface length drill pipe additional casing accordance', 'broad provided drilling casing elongated tubular drill string drilling retrievable lower distal end drill string withdrawing casing formed drilling casing drill string drill string drilling engaged distal end drill string drilling driving drilling', 'drilling operate extend formed diameter greater diameter drill string drilling disengage distal end drill string release drilling release removing drilling drill string removing drill string leaving casing drill string accordance broad provided', 'provided casing string casing string elongated tubular drill string drilling connected drill string retrievable lower distal end drill string withdrawing casing string formed drilling drilling drilling engagement drill string release drilling', 'drilling release removing drilling drill string removing casing string drill string accordance broad provided casing string casing string elongated tubular drill string drilling connected drill string retrievable lower distal end drill string', 'string withdrawing casing string formed drilling drilling drilling engagement drill string dart release functionality drilling dart removing drilling drill string removing casing string drill string brief briefly follow depict typical considered', 'schematic vertical section drilling schematic vertical section b sequential schematic vertical schematic vertical section drilling casing term casing encompass liner capable supporting operational drilling facilitate removal drilling desired remove', 'remove drilling drilling maintenance drilling complete drilling drill pilot bit directional rotary steerable bent bent mud measurement drilling known drilling attached drill ways locking dogs latching casing release generally retract locking', 'locking arrangement drilling engagement drill string drilling preferable fluid circulation drill bit operating fluid circulation condition remove debris prevent cave disengagement drilling drill string carried circulation actuation operation', 'operation increase time stopping drilling operation drilling advancing casing drilling drill string time drilling engagement drill string time work string coiled tubing small diameter pipe work string fully removed casing addition casing drill pipe', 'pipe case liner drilling advance drill string work string inserted casing time inserted work string disengagement accomplished work string permit continued circulation actuation release drilling drill string addition require delay release drilling', 'drilling drill string advancement drill string drilling disengagement fluid gravity ball spear drop bar dart actuation mud pulse electromagnetic electrical actuation ball substantially vertical dart mud pulse electrical signal electromagnetic signal', 'signal require drilling recognize signal disengage drilling operation surface drill string formed casing surface drilling connected distal end drill string distance distal end total depth drilling pilot bit drilling drill lock engaging drilling', 'drilling drill string drill collar stabilizer nonmagnetic drill collar survey instrument mud pulse generator mud motor driving arrangement distance drilling connected drill string drill lock person retract manipulation running work string drill pipe', 'pipe coiled tubing release attached thereto known release driven retract engagement drill string work string inserted surface equipment known pack opening work string disengaged drill string work string removed drilling remains work string', 'string completely removed casing added surface drill string casing advanced drilling remains distal end drill string drill string outer surface drilling advance drill string casing accomplished rotating drill string drill string advanced desired', 'desired position drilling removed vertical section drill string advanced drilling work string dart position inserted dart opening briefly surface head drilling fluid circulation dart attached rigid work string instead fluid flow engagement drilling', 'drilling dart formed leading edge act depress turn disengagement locking drill string dart carry string dart fluid desired dart work string circulation drilling fluid continue entire operation exception short drill string introduce dart casing added', 'added drill string drill string advanced additional casing surface rotating casing drill string advanced drilling guide drill string drilling drill string course borehole casing hung borehole wall drill string advanced desired depth substantially', 'borehole drilling surface known fishing reverse circulation collapse fit drill string retrieval drilling b reverse circulation b vertical section dart position inserted dart opening briefly surface head drilling fluid circulation dart seal dart', 'seal dart fluid flow engagement drilling dart formed leading edge act depress turn disengagement locking drill string dart work string circulation drilling fluid desired continue substantially entire operation exception short drill string introduce', 'introduce dart b retrieval drilling b reverse circulation drilling disengaged drill string drilling fluid b annulus drill string borehole act drilling force drill string surface continued reverse circulation lift drilling surface undesirable annulus', 'annulus lift drilling drill string reduce fluid string drilling area suction fluid string drilling relatively lighter fluid reducing hydrostatic head string casing drilling commonly known liner drilling borehole liner drilling connected thereto', 'thereto liner casing extend surface string drill pipe casing connected liner hanger liner string drill pipe surface drilling operation advancement liner surface drill pipe drill pipe string liner drilling usually lined casing drilling engaged distal', 'distal end liner locking lock drilling extend end liner distance depending drilling lock release engagement liner accordance desired remove drilling drilling drilling complete release dart b dart b flow fluid locking release engagement liner dart b', 'dart b surface drill pipe alternately dart b drilling operation liner hanger dart b bore therethrough drilling fluid pass dart drilling operation desired launch dart bore sealing ball surface seat bore dart fluid mounted position act locking liner', 'liner advanced borehole drilling liner desired depth drilling positioned liner drilling removed drill pipe string casing liner removing drill pipe string work string run liner engage drilling pull surface previous disclosed provided enable person', 'person make generic applied spirit consistent singular article mean specifically stated structural functional know later come known disclosed public regardless explicitly sixth paragraph expressly phrase']	43	[0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 46, -1, -1, -1, -1, 0, -1, 0, 0, -1, -1, -1, 0, 0, -1, -1, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant 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-0.6255841851234436, 0.00037710333708673716, -0.02671273984014988, 0.2457289844751358, -0.9942337870597839, 0.2628113925457001, 0.5818844437599182, 0.2765342891216278, -0.10408096760511398]	[-0.3675454 -0.46181297 0.41178635 ... 0.01502474 0.71172744 -0.8099242 ]	['0_drill_string_drilling_fluid', '16_spirit_person_appreciate_depart', '-1_data_drilling_information_formation', '46_difficult_consuming_pipe_damping']	drilling data casing interpret bit model time subsea pipe ascertain eccentric comply hazardous operable complex appreciate drum exploring pump port surface learning rotary controller installation drill torque sleeve production control depart information equivalent failure flow hydrocarbon equipment quickly applicant depth speed costly abstract mud complicated preceding reservoir damping drive typically piston realize limit valve disclosed position spirit person consuming impossible reader meaning string fluid outlet flexible understand offshore foregoing difficult stated block formation recovery	intention drilling costly pipe practical explosive hazardous comply exemplify pump expensive rock determined drill huge hydrocarbon harsh seismic tubing designing complicated inventive slide borehole teaching hydraulic geologic piston valve cavity communicating oil cement foregoing	drilling casing costly model subsea eccentric comply operable drum pump port learning rotary controller torque depart failure flow hydrocarbon equipment quickly applicant depth abstract mud reservoir damping preceding disclosed spirit reader string flexible offshore foregoing formation recovery	drilling data interpret model time subsea pipe eccentric operable appreciate pump surface drill depart information equivalent failure hydrocarbon speed abstract complicated reservoir position spirit person impossible reader meaning string fluid outlet flexible offshore foregoing difficult formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20150344771A1'	'Preparation method, formulation and application of chemically retarded mineral acid for oilfield use'	['C09K8/74', 'E21B43/25', 'C01B7/01', 'C09K8/86', 'C09K8/54']	['Eroding chemicals, e.g. acids combined with additives added for specific purposes', 'Methods for stimulating production', 'Chlorine; Hydrogen chloride', 'Compositions based on water or polar solvents containing organic compounds', 'Compositions for in situ inhibition of corrosion in boreholes or wells']	2015-08-12T13:00:00Z	['Merlyn Xavier Pulikkathara', 'Jack Li', 'Olga Vladimirovna Nevvonen', 'Li Jiang', 'Mohan Kanaka Raju Panga', 'Sergey Makarychev-Mikhailov', 'Christopher Scot DAEFFLER', 'Yi Sun']	['Schlumberger Technology Corp']	['aqueous composition mineral acid fixing agent water sufficient dissolve mineral acid fixing agent fixing agent amine amide compound dipole moment aqueous composition aqueous composition mineral acid fixing agent amine amide compound dipole moment', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'aqueous composition amine compound asymmetric amine aqueous composition asymmetric amine selected group sarcosine choline chloride betaine dimethyl glycine acid aqueous composition amide compound selected group urea urea aqueous composition', 'retardation factor aqueous composition higher equal aqueous composition fixing agent added solubility limit aqueous composition aqueous composition water times mass fixing agent treating formation subterranean fluid aqueous composition high pump', 'high pump aqueous composition mineral acid fixing agent water sufficient dissolve mineral acid fixing agent fixing agent amine amide compound dipole moment aqueous composition operating high pump treat formation fluidly aqueous composition', 'dissolving mineral acid fixing agent water dissolving mineral acid dissolving fixing agent simultaneous dissolving fixing agent dissolving fixing agent mineral acid molar concentration fixing agent mineral acid molar ratio mineral acid hydrochloric', 'acid amine compound asymmetric amine asymmetric amine selected group sarcosine choline chloride betaine dimethyl glycine acid amide compound selected group urea urea retardation factor aqueous composition higher equal fixing agent added solubility', 'limit aqueous composition aqueous composition rate sufficient permeate formation formation related utility ser utility ser incorporated entirety background hydrocarbon oil natural gas subterranean geologic formation commonly reservoir drilling', 'drilling formation completion control enhance efficiency reservoir increase hydrocarbon production chemical composition fluid fluid stimulation facilitate production subsurface increasing net permeability reservoir main stimulation matrix', 'matrix stimulation matrix stimulation accomplished fluid acid solvent dissolve disperse impair production specifically matrix stimulation react dissolve damage formation react dissolve small formation create alternative hydrocarbon instead removing', 'removing damage oil damage carbonate goal matrix stimulation create unimpaired flow formation matrix stimulation typically matrix stimulation fluid acid generally treat region matrix acid hydrochloric acid low prevent formation formation sufficient', 'actually formation large flow channel hydrocarbon formation especially inorganic elevated carbonate reservoir excessive reaction rate carbonate lack restriction mobility applied retarding acid reactivity mainly physical common encapsulate inorganic', 'inorganic acid polymer gel linear light presence surfactant agent level performance time undesirable effects acid plagued primary radial penetration severe corrosion tubing effects reaction rate spending rate acid carbonate surface higher radial', 'radial penetration fact soon acid mineral acid formation instantaneously formation matrix scaling dissolution quick acid spent time incapable generating desired length far organic formic acid acetic acid lactic acid polymeric version address radial', 'radial penetration organic react slowly mineral increasingly retarded acid acid formation acid oil alternative imperfect solution radial penetration related high miscibility water potential undesirable migration fluid zone concern iron precipitation', 'especially sour iron scale formed acid formation hydrogen h undesirable iron ferric hydroxide ferrous affect permeability formation acid contain minimize iron precipitation h evolution iron solution reducing ferric soluble ferrous iron general', 'general performance acid job measured length effectively distance reactive acid acid penetration depth acid flow injection rate acid reaction spending rate rock surface acid reaction rate acid rock fast rate acid mass transfer bulk rock surface', 'surface designed open sustained network limestone dolomite achieve penetration desirable retard acid common acid retardation minor extent chemical intervention invariably moderate retardation range f exhibit high viscosity low friction loss function', 'function primarily diverting fluid loss reduction addition acid applied limestone dolomite f disadvantage longer spending times subsequent cleaning presence residual oil common retard acid acid retardation deployment surfactant unwanted effects', 'effects strip coating carbonate act accelerator retardation surfactant unreliable ineffective solid acid acid plagued intrinsic disadvantage small acid capacity leading prohibitive cumbersome dependency formation range rate degradation provided', 'provided introduce selection identify key essential matter aid matter disclosed relate aqueous composition mineral acid fixing agent amine amide compound dipole moment aqueous composition water sufficient dissolve mineral acid fixing agent relate', 'relate treating formation subterranean fluid aqueous composition high pump aqueous composition mineral acid fixing agent water sufficient dissolve mineral acid fixing agent fixing agent amine amide compound dipole moment aqueous composition', 'operating high pump treat formation fluidly brief equipment treat formation fluidly spectra aqueous generally disclosed relate mineral acid enhancement hydrocarbon production reservoir specifically disclosed relate aqueous mineral acid fixing agent', 'agent water sufficient dissolve mineral acid fixing agent fixing agent compound amine amide dipole moment aqueous composition presence fixing agent aqueous composition production far act retardation agent effectively slow mineral acid hydrochloric', 'acid reaction rate intensity carbonate surface compromising strength acid capacity specifically binding fixing agent formation adduct mineral acid exhibit considerable tunable retardation effect substantial decrease mobility acid comparison straight', 'straight mineral equal concentration level retarded acid exhibit smaller footprint corrosive typical metallurgy aqueous incorporate mineral acid mineral hydrochloric acid nitric acid phosphoric acid sulfuric acid hydrofluoric acid hydrobromic acid', 'acid perchloric acid generally mineral acid transported wellsite mineral acid aqueous composition molar concentration acid diluted concentration fluid pump mineral acid utility aqueous composition hydrochloric acid aqueous composition hydrofluoric', 'acid distinct enhance activity resulting aqueous solution cleanup sandstone effective removing formation damage aqueous solution complex similarly effects total acid higher presently attainable aqueous composition weight addition substitution', 'aqueous composition fixing agent acid retarder utility retarding rate mineral acid solution inside formation fixing agent retard reactivity mineral acid compromising acid capacity retardation context improving production subterranean contain steam', 'steam geothermal valuable known rate reaction allow penetration acid subterranean regular acid increasing formation permeability productivity acid retarder acid activity mechanism mere dilution nonlimiting acid internal phase surfactant fixing', 'fixing utility completion amine amide dipole moment aqueous composition amine amide high dielectric constant specifically small amine amide react mineral acid hydrochloric acid formation adduct dipole moment bound theory believe retardation effect', 'effect fixing agent molecular nitrogen amine amide compound acidic proton mineral acid formation adduct high dipole moment thermal stability adduct decompose chemically acid capacity absence target substrate fixing agent added aqueous composition', 'solubility limit aqueous composition fixing agent mineral acid molar ratio lower limit upper limit lower limit upper limit selection molar ratio fixing amine compound asymmetric primary secondary tertiary quaternary amine asymmetry organic chemistry', 'chemistry chirality term unsymmetrical arrangement molecule nitrogen atom bonded asymmetric symmetric trimethylamine type asymmetric amine utility aqueous composition amino amino acid sarcosine betaine trimethyl glycine dimethyl glycine acid alanine', 'alanine asparagine aspartic acid cysteine glutamic acid histidine leucine lysine methionine proline serine threonine valine upper limit amino acid solubility amino acid aqueous composition higher molecular weight fixing agent lower molar amino', 'amino highest amino acid selected molecular weight additionally amino acid molecular weight greater amine compound asymmetric amine choline chloride amine amide fixing amide compound selected group urea urea urea derivative urea compound nitrogen', 'nitrogen bonded substituted substitution hydrocarbon group urea additionally cyclic ethylene urea aromatic nitrogen hydrocarbon inclusion urea derivative read urea alternative addition urea aqueous composition weight fraction exceeding fixing agent', 'agent fa aqueous composition fraction exceed normally limit solubility atmospheric normally evolution gas solution fraction getting higher weight fraction aqueous solution high fa selected dimethyl urea ethylene urea weight fraction aqueous solution', 'solution parameter retardation acid retardation factor retardation factor ratio surface reaction retardation factor aqueous composition higher equal retardation factor solution mineral acid concentration mineral acid comprised aqueous composition', 'fixing agent aqueous composition exhibit acid retardation factor higher equal c c composition exhibit acid retardation factor higher equal aqueous composition water sufficient dissolve mineral acid fixing agent water concentration aqueous', 'aqueous composition greater lower equal water concentration lower lower lower water concentration lower water mixed fixing agent fa water times mass fa lower limit upper limit lower limit combined upper limit dissolving mineral acid combined water', 'water fa mineral acid added bubbling gas solution dissolving occur dissolving fa simultaneous dissolving fa dissolving fa gas molar ratio times fa total gas aqueous solution greater weight dissolution fa water dissolution combined water fa beginning', 'beginning dissolution fa solid solution fa solution water fa solid fa solid water dissolving water dissolving fa aqueous combined corrosion scale reducing nonsurface active substituted ammonium amino acid environmentally friendly corrosion', 'corrosion effectively protect employed surface treating corrosion inhibitor typically provided liquid mixed fluid surface formation corrosion inhibitor fluid total weight fluid corrosion inhibitor alkyl alkenyl aromatic substituted aliphatic ketone', 'ketone alkenyl aliphatic aromatic aldehyde alpha combination alkyl aromatic aromatic aldehyde unsaturated unsaturated aromatic acetylenic quaternary ammonia dispersed suitable solvent alcohol agent employed control undesirable metal chemical', 'chemical frequently added matrix stimulation prevent precipitation metal control spend formation iron hydroxide iron addition scale polycarboxylic nonsurface active substituted ammonium act fluid total weight percent fluid treating formation', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'amide compound fixing agent water sufficient dissolve mineral acid fixing agent operation pump fluid formation matrix fluid formation equal formation formation fluid treat formation fluidly formation type formation hole c f c f range c c vertical', 'vertical cased fluid communication formation interior context high pump source aqueous composition aqueous composition fa inclusive fa molar ratio inclusive aqueous composition water sufficient dissolve acid fa high pump fluidly high tubing tubing', 'tubing optional nonlimiting tubing coiled tubing high pump fluidly casing annulus tubing casing steel added aqueous composition fluid added blender tub high pump fluid fluid aqueous composition combined fluid make fluid fluid contain acid acid lower', 'lower concentration aqueous composition fluid additionally added fluid additional fa additional fa solution added aqueous composition aqueous composition additional fa solution fa aqueous composition fa distinct concentration aqueous composition', 'high pump treat formation fluid fluid fluid formation nonlimiting limitation potential fluid flowing high pump tubing formation annulus fluid entering formation pump annulus fluid communication tubing annulus tubing isolated packer fluid flow', 'flow flowing fluid formation matrix rate rate formation able accept fluid flow normal porous flow rate exceeding hydraulic fluid flow formation formation away near area follow fluid fluid formation pit containment fluid tank prepared manner known', 'known acid fluid fluid flow aqueous composition acid fa fluid flow aqueous solution fa amino urea urea derivative fluid flow sequentially high pump high pump treating formation seen high pump fluidly tubing high line fluid delivery arrangement', 'optional nonlimiting single pump deliver aqueous solution aqueous solution aqueous solution aqueous solution multiple potentially mixed term formation broadly formation underground fluidly porous formation limitation oil gas condensate mixed', 'mixed paraffin kerogen water formation fluidly injector producer fluid storage penetrate formation vertically horizontally orientation formation geology sandstone limestone dolomite shale tar sand unconsolidated formation individual directionally', 'close proximity surface pad rig single multiple surface term fluid fluid subterranean operation conjunction desired function desired fluid fluid utility type gas oil geothermal injector fluid fluid utility formation fluid matrix fluid cleanup fluid', 'fluid fluid near damage cleanup fluid surfactant fluid fluid slick water fluid fluid consistent fluid type additive known clarity friction wetting fluid diverting acid provided organic n gas generating control term high pump broadly high pump', 'high pump positive displacement pump relevant rate high pump pump capable relevant psi psi psi psi psi psi greater suitable matrix hydraulic available high term concentration broadly concentration context concentration final concentration fluid', 'fluid fluid positioned formation concentration mix concentration available fluid wellsite location fluid provided concentration dilution treating treating additionally concentration provision fluid nonlimiting concentration fluid concentration', 'determined upstream deliver blender hopper tub concentration change addition concentration liquid phase acid phase concentration final fluid fluid fluid concentration exceed illustrate preparation limit expressly aqueous exhibit retarded reactivity', 'greater depth addition aqueous composition advantage reduced risk corrosion metallic tubing prepared fixing series evaluate fully assess prepared thermal stability measured thermal stability autoclave psi hydrostatic thermal energy silicone oil bath', 'oil bath loaded oil bath preheated f went heating till target target retrieval presence indicator resultant unambiguously confirm thermal stability table thermal stability amino molar table thermal stability fluid titration sarcosine sarcosine', 'sarcosine sarcosine choline chloride choline chloride choline chloride betaine betaine betaine corrosion performance aqueous autoclave psi hydrostatic thermal energy silicone oil bath aqueous corrosion inhibitor package high corrosion inhibitor', 'inhibitor inhibitor aid loaded oil bath preheated f corrosion inhibitor package applied avoid replacement expensive equipment contact typical metallurgy n target target retrieval presence indicator resultant unambiguously confirm thermal stability', 'stability metal coupon pitting index corrosion rate table presence typical corrosion inhibitor package acid corrosion inhibitor aqueous exhibit pitting index corrosion rate tolerance range industry post run titration demonstrate effectively retain', 'retain acid capacity initially designed genuine pitting index corrosion rate turn high aqueous table corrosion performance test corrosion fluid pi rate titration sarcosine sarcosine sarcosine choline chloride choline chloride choline chloride', 'chloride betaine betaine betaine demonstrate performance aqueous accordance retardation factor involved electronic mixer stainless steel rod cylindrical attachment cylinder g limestone disk attached glue glue cure dried metal rod inserted motor', 'motor attachment downward plastic beaker underneath core leaving quarter inch underneath core volume g test fluid beaker motor tuned fluid minute interval calcium concentration inductively plasma atomic emission spectroscopy dilution water calcium', 'calcium individual estimate reaction rate seen table variety fa considerable retardation activity fa table retardation fluid retardation factor glycine glycine glycine sarcosine sarcosine sarcosine betaine betaine choline chloride choline chloride', 'chloride choline chloride table experimental dipole nonsurface active polar dipole series small handbook chemistry physics calculated gas phase quantum chemistry package hypercube table assumed concentrated strong mineral nitrogen demonstrate', 'increase dipole moment seen table urea amino glycine betaine choline remarkable retardation dipole higher water hydrogen chloride generally known dissolution high dipole moment relative permittivity retardation phenomenon reactivity effect polar', 'polar nonsurface active small species high dipole moment increase relative permittivity dielectric constant higher relative permittivity increase solubility degree acid dissociation higher solubility explain noticeable retardation heterogeneous', 'reaction calcium carbonate dissolution change speciation interfacial layer solution favor addition amino acid acetic acid inherently lower reaction rate table experimental calculated dipole relative dielectric nonsurface active polar experiment', 'calculated water hydrogen chloride formamide acetamide urea biuret glycine zwitter choline sarcosine zwitter h betaine zwitter acid sulfamic acid zwitter n oxide pyrrolidone dimethyl sulfoxide propylene carbonate phenol aniline pyrrole imidazole', 'imidazole acid acid nitrobenzene isethionic acid butyrolactone demonstrate role fixing agent acid retarder spectra acquired spectrometer total reflection mode comparison fa binding clearly general trend causing enhancement remarkable shift amine', 'amine carboxylic bending configuration unambiguous evidence chemical bond formation species analysis amino advantageously aqueous enhancement hydrocarbon production specifically reaction rate mineral acid carbonate surface reduced formation adduct', 'adduct fixing agent aqueous composition mineral acid compromising strength acid capacity addition aqueous penetration depth low corrosive effects iron steel carbon steel reduced environmental noted aqueous stable adduct formed mineral acid fixing', 'fixing agent stable operating appreciate possible materially cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention', 'intention applicant invoke paragraph expressly function']	80	[1, 1, 1, 1, 1, 1, 1, 2, -1, 1, 1, -1, -1, -1, 1, -1, -1, 1, 0, -1, 1, 1, 1, 1, -1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, -1, -1, 2, 1, -1, 0, 1, -1, -1, 1, -1, 1, 1, -1, 1, 1, -1, 1, -1, 1, 1, 1, 1, -1, 48, 16]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.16413818936605837, 0.286863070538025, 0.08294699509635059, 0.06162887605158721, 0.018065496897713803, 0.005463321602541303, 0.005680321372629297, 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-0.26322633028030396, 0.04299863427877426, -0.5940488576889038, 0.28162500262260437, -0.9388330578804016, 0.05864915996789932, 0.20354226231575012, -0.050962191075086594, -0.5235722661018372, 0.061581216752529144, -0.07436724752187729, -0.38368043303489685, -0.06397078186273575]	[-1.2809762 -0.57629377 0.9427037 ... -0.42460987 -0.15769814 -0.88320994]	['16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '2_seismic_rock_data_modeling', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	ascertain environment port surface sleeve water helical invoke modeling sand information flow depth sweet secure structural drive physics acid spirit meaning composition string slurry foregoing block materially aqueous data drilling comply cover operable appreciate petroleum pump gravel drill acoustic torque control depart screen equivalent quickly applicant abstract digital expressly express geologic piston limit valve domain understand stated signal polymer interpret model eccentric gel wooden return learning rotary cleavable production paragraph equipment seismic reservoir disclosed subterranean fluid receiver geological intention casing size bit time amide surfactant inversion rock controller speed chloride mud cylindrical preceding analysis viscosity pack realize nail person position function reader metal outlet screw formation	geological intention drilling mineral pipe operating practical comply bentonite wooden petroleum exemplify pump rock determined drill calcium helical hydrocarbon silica crystallization seismic tubing designing chloride inventive cylindrical slide borehole viscosity secure structural geologic hydraulic stable physics piston teaching valve acid cavity nail geophysical communicating oil fluid cement logic fixing foregoing shale	geological drilling polymer casing model eccentric environment surfactant comply operable wooden cover petroleum pump port gravel learning rotary controller acoustic torque helical depart sand flow equipment quickly seismic depth applicant chloride abstract mud reservoir preceding secure viscosity express structural physics acid disclosed domain subterranean nail spirit function reader composition metal string slurry foregoing screw formation receiver	aqueous intention data drilling interpret model time eccentric surfactant operable wooden appreciate petroleum pump gravel rock surface cleavable drill acoustic water helical modeling depart screen information equivalent seismic applicant speed abstract digital reservoir secure express structural geologic acid position nail spirit person reader composition fluid string meaning outlet slurry foregoing screw formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20130141104A1'	'Shielded Antenna For A Downhole Logging Tool'	['G01R1/18', 'E21B47/113', 'G01V3/20', 'G01V3/28']	["Screening arrangements against electric or magnetic fields, e.g. against earth's field", 'Locating fluid leaks, intrusions or movements using electrical indications; using light radiations', 'Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with propagation of electric current', 'Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with magnetic or electric fields produced or modified either by the surrounding earth formation or by the detecting device using induction coils']	2013-01-25T14:00:00Z	['Dean M. Homan', 'Robert C. Smith', 'Gerald N. Minerbo']	['Schlumberger Technology Corp']	['logging data earth formation logging body longitudinal axis body coil forming pattern shield disposed arrangement slot substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent slot arc coil', 'arc coil logging induction propagation logging body longitudinal axis body coil forming pattern coil forming antenna shield disposed substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent', 'adjacent slot arc coil logging coil antenna antenna antenna antenna dipole moment substantially parallel longitudinal axis body antenna dipole moment substantially perpendicular longitudinal axis body logging coil antenna antenna antenna dipole', 'dipole moment substantially perpendicular dipole moment antenna longitudinal axis body logging logging triaxial resistivity logging antenna axial coil formed solenoid antenna pair saddle antenna pair saddle logging filled nonconductive', 'electromagnetically transparent plastic logging body recess disposed recess logging recess filled ferrite coil cross logging substantially perpendicular coil uniformly spaced body path coil logging body longitudinally spaced apart coil forming', 'forming pattern coil forming antenna shield disposed substantially perpendicular proximate underlying coil path length slot shield twice length distance slot directly adjacent slot arc coil logging transmitter transmitter receiver bucking coil', 'coil logging data earth formation body longitudinal axis body formed respective coil pattern pair coil pair coil diametrically opposed antenna substantially cylindrical shield disposed formed therethrough vertical underlying antenna vertical', 'vertical underlying antenna vertical substantially perpendicular proximate coil winding underlying antenna section nonvertical underlying antenna nonvertical substantially perpendicular proximate coil winding underlying antenna section logging', 'logging vertical substantially underlying closed loop pattern coil winding antenna section logging vertical alternating manner circumference shield logging body recess coil nonconductive disposed recess logging coil formed cylindrical halves body', 'body shield disposed cylindrical halves coil logging nonvertical horizontal sloped logging pattern oval pattern straightaway curved horizontal antenna section substantially perpendicular straightaway oval pattern sloped antenna section substantially', 'perpendicular curved oval pattern shielding apparatus substantially cylindrical body positioned shielding apparatus disposed coil forming body logging arc coil path length slot twice length distance slot directly adjacent slot arc coil shield', 'shield apparatus filled nonconductive electromagnetically transparent related continuation ser titled logging shielded triaxial complete incorporated background generally logging particularly electromagnetic logging logging long make formation', 'formation evaluation infer surrounding borehole common logging electromagnetic nuclear nuclear magnetic resonance electromagnetic logging typically measure resistivity reciprocal conductivity formation prior electromagnetic resistivity galvanic', 'galvanic induction propagation typically measurement attenuation phase shift electromagnetic signal formation determine resistivity resistivity virgin formation resistivity known invasion zone resistivity fluid anisotropic resistivity resolved', 'resolved commonly vertical resistivity horizontal resistivity early logging electromagnetic logging run cable modern extensively need information drilling borehole gave rise typically drilling parameter information weight bit torque direction', 'direction inclination typically formation evaluation resistivity porosity common endure operate harsh environment drilling disclosed merely reader brief disclosed limit matter technique disclosed encompass variety section logging shielded logging', 'logging induction propagation logging body longitudinal axis body coil forming pattern shield disposed arrangement slot substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent slot arc coil', 'arc coil logging body longitudinal axis body formed respective coil pattern pair coil pair coil diametrically opposed antenna substantially cylindrical shield disposed arrangement vertical underlying antenna vertical underlying antenna vertical', 'vertical substantially perpendicular proximate coil winding underlying antenna section nonvertical underlying antenna nonvertical substantially perpendicular proximate coil winding underlying antenna section attached brief site employed prior', 'prior electromagnetic logging schematic electromagnetic induction logging accordance b enlargement logging schematic shield underlying antenna accordance shield antenna drawn laid flat ease illustration schematic alternative shield underlying', 'antenna accordance shield antenna drawn laid flat ease illustration schematically alternative triaxial resistivity shielded accordance b enlargement logging illustration definition determined provided complete development actual implementation', 'engineering design project achieve vary implementation effort complex time consuming nonetheless routine undertaking design fabrication manufacture benefit site employed site onshore offshore exemplary borehole formed subsurface rotary drilling', 'drilling manner known directional drilling hereinafter drill string suspended borehole hole drill bit lower end surface platform derrick positioned borehole rotary table kelly hook rotary swivel drill string rotated rotary table kelly upper end', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill bit formation surface', 'surface returned pit recirculation hole module module motor drill bit module special type drill collar known contain multiple logging module employed hole module position alternatively mean module position module measuring information communicating', 'surface equipment module resistivity measuring module special type drill collar known contain measuring drill string drill bit apparatus generating electrical power apparatus mud turbine generator powered flow drilling fluid power battery employed', 'employed module measuring measuring torque measuring vibration measuring shock measuring stick slip measuring direction measuring inclination measuring suite hereof dual resistivity disclosed pat clark al logging apparatus formation resistivity', 'shallow deep depth incorporated seen upper lower upper lower r r therebetween formed drill collar mounted insulating phase shift electromagnetic energy indication formation resistivity relatively shallow depth investigation attenuation', 'electromagnetic energy indication formation resistivity relatively deep depth investigation pat operation processor output telemetry circuit schematically triaxial resistivity shielded induction resistivity drill collar transmitter antenna multiple', 'multiple receiver variously spaced transmitter antenna multiple bucking coil variously spaced transmitter antenna b enlargement induction showing transmitter antenna receiver antenna bucking coil antenna bucking coil antenna transmitter antenna', 'antenna receiver antenna conventional known b preferably high strength erosion resistant nonmagnetic nonmagnetic metal nonmagnetic conductive metal shield cut shield allow electromagnetic wave transmitter antenna passing formation receiver antenna', 'antenna pass shield filled nonconductive electromagnetically transparent plastic allow passage electromagnetic wave fluid communication therethrough perpendicular coil antenna beneath shield cover protect underlying antenna coil better shield', 'shield normally cylindrical laid flat shield long vertical section fourth vertical slot formed laid section cylinder addition vertical vertical b substantially centered section vertical b allow electromagnetic wave axial z coil pass addition b allow', 'b allow electromagnetic wave transverse x antenna pass c c sloped substantially degree angle relative vertical b substantially horizontal horizontal degree sloped c section design chosen desired coil transverse x substantially oval pattern similar', 'similar oval track horizontal substantially perpendicular straightaway oval sloped c perpendicular curved alternative transverse substantially elliptically horizontal minor axis ellipse c sloped locally perpendicular proximate underlying coil', 'coil vertical b similarly schematically alternative triaxial resistivity shielded propagation resistivity drill collar transmitter spaced longitudinally body receiver spaced relatively close transmitter antenna possible bucking coil conventional', 'known b enlargement propagation showing shield covering transmitter antenna preferably cover protect preferably high strength erosion resistant nonmagnetic cut shield allow electromagnetic wave pass shield filled electromagnetically transparent', 'allow passage electromagnetic wave fluid passing therethrough preferably perpendicular coil antenna beneath shield design choice preferably sufficient make shield sufficiently transparent electromagnetic radiation conduct possible criterion', 'criterion designing make path length slot twice path length adjacent arc winding accordance law resistive closed path circumferentially inner surface radially outward thickness circumferentially outer surface radially inward thickness resistive', 'resistive resistive path slot circumference shield current tend flow resistive path preferably dipole substantially axially transversely relative longitudinal axis generally cylindrical antenna typically conform cylindrical shape saddle elliptical', 'possible single combined make triaxial possible configuration axial coil oval saddle work transverse antenna oval saddle work transverse antenna nonconductive plastic recess drill collar fixed nonconductive cylinder slide drill collar preformed', 'preformed cylindrical halves join drill collar alternatively antenna printed flexible printed circuit board flexible circuit nonconductive thermal body mandrel drill collar addition terrific drill collar incorporated antenna structure cut drill', 'cut drill collar filled antenna coil formed crossing preferably locally perpendicular antenna uniformly spaced path coil electrically connected insulated hydrostatically sealed electronics known designed operate propagation lower induction multiple', 'multiple obtain multiple investigation logging investigate formation logging induction make balanced induction propagation make propagation infer resistive anisotropy formation vertical horizontal resistivity relative dip azimuth bed radius invasion', 'invasion zone anisotropy invasion zone information later drill string rotating addition electromagnetic logging logging electromagnetic make logging excite directional b benefit appreciate depart disclosed shall attached']	46	[19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, -1, -1, -1, -1, -1, 19, 19, 19, 19, -1, 46, 0, 0, 0, -1, 0, 0, -1, -1, 19, -1, -1, 19, 19, 19, 19, -1, -1, 19, 19, -1, -1, 19, -1, -1]	['coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block 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-0.45613428950309753, -0.10888049751520157, -0.18949589133262634, -0.0646006315946579, -0.5410951972007751, 0.03637499734759331, -0.2751963436603546, -0.21387949585914612, 0.39245232939720154, -0.07129590213298798, -0.3827706277370453, -0.03820634260773659, 0.39866989850997925, 0.09676332771778107, -0.5565427541732788]	[-0.18944806 -0.47971654 0.33021694 ... 0.08879097 0.02046169 -0.80088055]	['0_drill_string_drilling_fluid', '19_coil_antenna_slot_perpendicular', '-1_data_drilling_information_formation', '46_difficult_consuming_pipe_damping']	drilling data shield casing bit model time proximate pipe subsea eccentric dipole hazardous operable slot complex drum exploring underlying pump port sloped induction surface rotary controller learning drill installation torque sleeve substantially production control perpendicular information failure flow hydrocarbon equipment pattern path costly moment speed logging depth mud body complicated reservoir damping axis magnet drive typically piston valve coil longitudinal position consuming impossible string fluid outlet flexible vertical offshore difficult block formation antenna recovery	drilling costly pipe explosive hazardous pump expensive rock drill huge hydrocarbon harsh transmitter axial logging seismic tubing complicated slide borehole magnet magnetization geologic hydraulic piston triaxial valve coil electromagnetic cavity oil magnetic cement antenna	drilling casing shield costly model proximate subsea dipole eccentric operable slot drum pump port induction learning rotary controller torque perpendicular failure flow hydrocarbon equipment depth logging mud reservoir damping magnet longitudinal string flexible offshore formation antenna recovery	data drilling shield model time subsea pipe dipole eccentric operable slot pump surface drill perpendicular information failure hydrocarbon speed body complicated reservoir axis coil longitudinal position impossible fluid string outlet flexible vertical offshore difficult formation antenna	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Logging induction coil antenna shield pattern perpendicular dipole axis', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations']	['operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'adjacent slot arc coil logging coil antenna antenna antenna antenna dipole moment substantially parallel longitudinal axis body antenna dipole moment substantially perpendicular longitudinal axis body logging coil antenna antenna antenna dipole', 'arc coil logging induction propagation logging body longitudinal axis body coil forming pattern coil forming antenna shield disposed substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'arc coil logging body longitudinal axis body formed respective coil pattern pair coil pair coil diametrically opposed antenna substantially cylindrical shield disposed arrangement vertical underlying antenna vertical underlying antenna vertical', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'EP2479626B1'	'Generating an SWPM-MDT workflow'	['G01V11/00', 'G05B17/02', 'G06T17/05']	['Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00', 'Systems involving the use of models or simulators of said systems electric', 'Geographic models']	2005-06-08T13:00:00Z	['Kris Givens', 'Selim Djandji', 'Omer Gurpinar', 'Patrick Chen']	['Schlumberger Canada Ltd', 'Schlumberger UK Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Schlumberger Technology Corp']	['data available response oil gas reservoir response recently measured data oil gas reservoir known measured data known oil gas reservoir known response known oil gas reservoir building simulator model b data geological data simulator model simulator', 'simulator model known measured data generating response simulator model known measured data transient test data test data gradient data response simulator model known response known oil gas reservoir simulator model response substantially known', 'known response generating tuned simulator model c response oil gas reservoir tuned simulator model recently measured data recently measured data transient test data test data gradient data simulator model response substantially known response', 'response parameter simulator model simulator model known measured data generating response simulator model known measured data transient test data test data gradient data response simulator model known response program storage c readable machine', 'machine program executable machine perform response oil gas reservoir response recently measured data oil gas reservoir known measured data known oil gas reservoir known response known oil gas reservoir preceding matter specification single', 'single predictive model dynamics tester complex analysis function perform simultaneous analysis multiple formation tester model background reservoir model graphical user interface series walking user generate reservoir model run definition derived', 'derived reservoir model definition run definition graphical user interface generally speaking execution processor computer generating final desired product execute module processor computer produce product separately independently execute module', 'module processor response product produce product separately independently execute module processor response product produce final desired product produce final desired product separately independently execute processor computer multitude produce', 'produce final desired product execution multitude separate independent fashion time consuming laborious task need computer hereinafter single predictive model automatically produce comprised response user automatically execute response input data', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired product computer known single predictive model oil industry', 'industry oil industry ideally production connection utilize knowledge concerning reservoir timely interference rock heterogeneity adjacent result absence common predictive model reservoir gap reservoir knowledge remains significant inefficiency', 'field management field similar gap reservoir modeling production modeling rarely utilize data acquired certainly dont maximize data realistic reservoir predictive model reservoir reservoir model reservoir basis knowledge individual chief need', 'need experienced personnel need sheer size reservoir time need single predictive model computer enable staff closer fast interpretation available data reservoir built quality field management computer opportunity company differentiate market value', 'value value added interpretation service current future data acquisition addition capability single predictive model computer significantly oil industry oil industry rapidly work environment finally computer integration intuitiveness considered', 'generation field predictive addition need interactive intuitive flow single predictive model static dynamic completion data enable building comparative prediction starting information read formation information create reservoir flow model selected', 'selected drainage area property creation stochastically available dynamic data likely reservoir investigate predictive completion strategy investigating drilling strategy performance considering impact reservoir value additional data decision value', 'value built property estimation static model construction model tuning drilling completion production intervention ease intuitiveness utmost importance sequentially time mode fully automatic mode addition interval transient testing formation', 'formation increasingly formation evaluation usually investigate radially vertically multiple transient influence common currently transient independent mainly analytical influence overlap iterative interpretation considerable time effort analysis', 'analysis interval transient numerical numerical modeling complex packer multiphase flow usually numerical modeling complex setup interval transient testing later drill stem tested extended test combined interpretation interval transient conventional', 'common difficulty conventional extended radius investigation reservoir model honor vertical resolution near lateral information inherent transient common acquire depth data open cased hole formation data valuable information differential depletion', 'depletion compartmentalization vertical communication incorporation depth analysis impose level difficulty scale usually depletion combined scale connectivity information specification single predictive model dynamics tester hereinafter multiple', 'multiple interval transient conventional drill stem extended depth simultaneously numerical reservoir response model fully executed processor computer starting point responsive interpretation reservoir analysis borehole reduced series flow average', 'average flow average populate numerical model starting model honor transient data depth simultaneously end result fully executed processor computer reservoir response simulator reservoir response model reservoir model honor dynamic data reflect', 'reflect honor measured data scales study alternative completion production analysis reduce time effort analyze multiple interval transient long term depth data response oil gas reservoir response recently measured data oil gas reservoir independent', 'program storage readable machine program executable machine perform response oil gas reservoir response recently measured data oil gas reservoir dependent applicability pertaining complex analysis hereinafter represent given illustration spirit', 'spirit obvious reading given illustration limitative computer single predictive model computer recorder display computer simple model building ultimate computer simple construction functional operation computer construction computer relationship', 'data conditioner decision harness showing data conditioner decision connected schematic diagram data conditioner data coming image measurement production create consistent static model product data conditioner draft data conditioner decision', 'decision response product output data conditioner showing data conditioner decision connected version create product decision architecture showing organized create single predictive model basically background decision illustrate construction', 'functional operation computer illustrate functional operation computer basic construction single predictive model dynamics tester hereinafter basic construction data construction data forming construction build model forming construction tune model', 'model forming construction predict reservoir response forming illustrate block diagram table reservoir synthetic case table fluid synthetic case table actual perturbed final packer probe data table actual perturbed final packer considering probe', 'probe extended test data table actual perturbed final packer probe extended test data table reservoir data model depth data table actual perturbed final depth data possible packer probe interval transient testing data model automatic identification', 'rock possible assignment layer multiphase derived tuned sampling data single predictive modeling model dynamic data optimization compare production completion plot test discrete analytical model numerical model plot test discrete analytical model', 'model numerical model plot extended test discrete analytical model numerical model response observation probe test discrete analytical model numerical model match packer simultaneously match probe test simultaneously match probe test match packer', 'packer tow considering probe extended test data match probe test packer considered analysis match probe test packer considered analysis match packer optimization optimization packer extended test match probe optimization optimization packer extended', 'extended test match probe optimization optimization packer extended test match extended test optimization optimization packer extended test depth match original perturbed model single predictive model computer single predictive model automatically', 'comprised response user automatically execute response input data produce desired product automatically comprised response user automatically execute response input data produce desired product result longer need separately independently execute', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'desired product desired product representative reservoir model representative reservoir model addition single predictive model computer single predictive model specialized engineer building model intuitively subsequently predict production', 'performance data entry module input data model creation module generating model calibration module data conditioner module decision storage background knowledge guidance execution type sequential chosen provided user completion optimization', 'stimulation optimization data valuation test design reserve recovery estimator user input data selected solution data entry input data user knowledge base constant property input data user data entry module provided user model creation module', 'module reservoir model built automatically user option guide reservoir model building input data possible reservoir model built provided user selection offer selection methodology alternatively user choose retain model model creation module data', 'data conditioner provided validation model transient production data available model calibration module representative reservoir flow model place data conditioner function simulator achieve original objective selected beginning session alternatively', 'user choose investigate optimization module known decision decision module decision module series completion provided user version single predictive model able build consecutive predictive drilling manually chosen triggered geological rock fluid', 'fluid property predictive built drilling operation saved accessible comparative analysis single predictive model intuitive enable user build starting storage conductivity reservoir bore reservoir model bore forecasting performance completion', 'production manually help stage model lead complete production selection completion tubular production modular dynamic tester transient test production test design reserve bore drilling list expanded single predictive model interactive special guide', 'guide lead user data end decision end interactive journey access background single predictive model data conditioner decision harness data conditioner decision harness specification computer computer processor connected bus recorder display b', 'display b connected bus program storage c memory c connected bus program storage memory c package known single predictive model c bus receive input data data bus receive user user objective generation simultaneously analyze dynamic data multiple', 'multiple modular dynamic tester interval transient test data rate data conventional test data drill stem test test extended test formation tester depth profile data objective create representative reservoir model dynamic data scales dynamic data', 'data study future performance alternative completion production recorder display b ultimately generate produce display produced user objective b produced user objective b representative reservoir model c operation user enter information computer', 'computer input data user user input data user processor computer execute single predictive model c hereinafter c execution complete recorder display b generate produce display produced user objective b unique product b recorder display b user', 'b user objective computer personal computer possible silicon graphics indigo sun sun ultra sun blade program storage c memory c computer readable medium program storage readable machine processor processor processor memory c c hard disk dram ram', 'dram ram flash memory magnetic storage optical storage volatile nonvolatile memory simple model building ultimate c computer simple computer model building data decide want evaluate reservoir field want evaluate b data entry phase b begin data data', 'data data entry b computer entity decided evaluate geological uncertainty data entry b complete build computer b verification reservoir computer model ensure produce accurate completion b model tested c involve model model activity completion', 'production operational simple construction functional operation computer c single predictive model c basic welcome station data entry single predictive model construction execution presentation welcome station user decide wish investigate c dynamic', 'c dynamic kit enable user perform test design completion optimization stimulation optimization c incremental data valuator sensitivity productivity reserve estimator drilling data entry user investigate entity reservoir field welcome station input', 'input data computer entity data reservoir data b supplementary knowledge c supplementary knowledge c data entry response input data provided user data reservoir data b model building model perform execution b single predictive model construction', 'model construction execution predictive model predictive model input data data reservoir data b data supplementary knowledge c interrogate predictive model execution b data reservoir data b supplementary knowledge c interrogate predictive model', 'model produce property determination c static framework property distribution transition flow equilibration e dynamic data verification f interrogation predictive model c e f user interrogation predictive model model construction execution user', 'user possible test design completion stimulation data valuation sensitivity productivity reserve estimator drilling later specification predictive model response user predictive model data reservoir data b supplementary knowledge c interrogate newly', 'newly predictive model produce construction single predictive model c specification construction c computer single predictive model c storage term generating selected response user input data c harness responsive data conditioner decision response', 'response accordance greater follow c data conditioner multitude data conditioner module module module module module module module module module data conditioner selected harness condition calibrate input data input data properly conditioned selected', 'selected data conditioner generate data conditioner c decision data conditioner multitude decision module module module module module module module module module decision ultimately generate decision objective b represent produced user objective b', 'b complete functional operation c later specification specification structure function c c data conditioner decision harness data conditioner decision harness showing data conditioner decision connected decision static model builder interpretation', 'forecasting analysis data coming image modular dynamic tester production create consistent static model look key data conditioner reservoir measured bore data data conditioner beginning execution schematically data conditioner product output data', 'data conditioner data conditioner data conditioner decision connected version generate product decision product output data conditioner begin execution decision decision starting product output data conditioner module c harness harness guide user', 'user beginning session end user user objective list provided harness harness appropriate execution c follow appropriate appropriate right optimum protocol harness organized arrangement create single predictive model basically background established', 'decision structure point view simplified illustration architecture c basic environment tree run manager data manager viewer serial march simulator case manager data simulator treelike structure single predictive model disclosed specification', 'construction structure functional operation computer introduction user user user input computer user monitor progress execution rule project execution guide interactive automatic user progress execution rule project execution guide user stays level', 'level user session addition user user input data data response user data selected chosen custom storage selected custom custom execute selected exist path data conditioner generating data conditioner depth custom execute selected exist path data', 'path data conditioner depth porosity permeability relative permeability rock type lithology pi data conditioner b data input output c decision b data input output c response user objective provided user data provided user path executed processor', 'processor path executed processor path executed decision product b user objective selected provided user functional operation c user objective input data data provided user responsive thereto custom storage custom executed data conditioner decision', 'decision generating decision b functional operation computer c executed connection user user introduce information request term request objective project user objective input data data computer response request user objective input data data', 'data data provided user computer appropriate automatically selected storage progress follow path selected selected data conditioner selected decision accordance selected executed sequence processor computer data conditioner executed processor id', 'id model data conditioner dimensional solution data conditioner executed processor resultant id model data conditioner dimensional solution response completion execution data conditioner produced data conditioner collected data conditioner ready', 'ready connection reservoir modeling response collected data conditioner decision selected decision accordance selected executed sequence processor accordance established user objective result decision id data dynamic data begin decision data dynamic', 'dynamic data complete decision collected ready ultimate field personnel functional operation single predictive model computer single predictive model c computer single predictive model c single predictive model computer single predictive model c', 'model c automatically comprised response user automatically response input data produce desired product automatically comprised response user automatically response input data produce desired product result longer need separately independently', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'desired product recall single predictive model c data conditioner data conditioner decision harness operatively connected data conditioner decision function assume user input data information single predictive model computer user user objective', 'objective input data input data input data input harness user input storage responsive thereto user storage input harness recall data conditioner module module module module module module module module module recall decision module module module', 'module module module module module module module response harness choose selected data conditioner selected module module module module module response harness choose selected decision selected module module module module module selected data', 'data conditioner executed processor computer response input data generating data conditioner data conditioner generate conditioned data data response conditioned data selected decision executed processor computer conditioned data generating decision', 'decision product user objective ba selected selected selected data conditioner decision harness executed processor computer response input data selected executed sequence processor response conditioned data selected executed sequence generating', 'decision product user objective ba user user objective user objective input data input data ultimately generating decision product user objective ba assume user user objective user objective input data input data ultimately generating decision', 'decision product user objective assume user input data information single predictive model computer user user objective b input data input data b input data b input harness user b input storage responsive thereto b user b storage b input harness', 'harness recall data conditioner module module module module module module module module module recall decision module module module module module module module module module response b harness choose selected data conditioner selected end module', 'module module module module module response b harness choose selected decision selected module module module module module selected data conditioner executed sequence processor computer response input data b generating data conditioner data', 'data conditioner generate conditioned data b data response conditioned data b selected decision executed sequence processor computer conditioned data b generating decision product user objective b selected selected selected data conditioner decision', 'decision harness executed processor computer response input data b selected executed sequence processor response conditioned data b selected executed sequence generating decision product user objective user user objective user objective input data', 'data input data ultimately generating decision product user objective assume user user objective user objective input data input data ultimately generating decision product user objective assume user input data information single predictive model', 'model computer user user objective c input data input data c input data c input harness user c input storage responsive thereto c user c storage c input harness recall data conditioner module module module module module module module module module', 'module recall decision module module module module module module module module module response c harness choose selected data conditioner selected module module module module module response c harness choose selected decision selected module module', 'module module module module selected data conditioner executed sequence processor computer response input data c generating data conditioner data conditioner generate conditioned data c data response conditioned data c selected decision executed', 'executed sequence processor computer conditioned data c generating decision product user objective c selected selected selected data conditioner decision harness executed processor computer response input data c selected executed sequence processor', 'processor response conditioned data c selected executed sequence generating decision product user objective single predictive model dynamics tester basic construction single predictive model dynamics tester hereinafter term single predictive model', 'model dynamics tester term supporting illustrate easily respectively known single predictive model dynamics tester construction initially basic construction single predictive model dynamics tester data data data geological data data geological data', 'data data data build model b build model b greater tune model c tune model c tune model c responsive data data block multiple modular dynamic tester transient test data data block test data known production test data data block gradient data known', 'known pretest survey modular dynamic tester technology corporation predict reservoir response predict reservoir response greater operation operation data data geological data build model b build model b simulator model build data geological data', 'data simulator model designed predict response oil gas reservoir response recently measured data recently measured data data recently measurement oil gas reservoir response simulator model oil gas produced oil gas reservoir tune model c simulator', 'simulator model built build model b simulator model tuned simulator model tested sure operating properly known oil gas reservoir known measured data known response simulator model operating properly known measured data simulator model responsive', 'thereto response simulator model response simulator model substantially known response known oil gas reservoir known measured data transient test data test data gradient data known reservoir known measured data known reservoir known response known', 'known reservoir response known measured data known measured data multiple modular dynamic tester transient test data test data production test gradient pretest survey data term known response production oil gas reservoir tune model c known measured', 'measured data data test data gradient data input simulator model build model b response simulator model response simulator model response known measured data known response known reservoir response substantially known response simulator model tuned', 'tuned tune calibrate simulator model model horizontal permeability vertical permeability simulator model model known measured data simulator model build model b response simulator model response simulator model response known measured data model', 'model known response known reservoir response substantially known response simulator model retune recalibrate simulator model horizontal permeability vertical permeability model known measured data simulator model build model b response simulator', 'simulator model subsequent response substantially known response response substantially known response simulator model tuned simulator model history operating properly point proceed predict reservoir response predict reservoir response simulator', 'simulator model tuned meaning response simulator model response known measured data substantially known response known reservoir simulator model predict response oil gas reservoir response recently measured data recall recently measured data data', 'data data recently measurement oil gas reservoir known measured data transient test data multiple formation tester test data gradient data recently measured data transient test data multiple formation tester test data gradient data result function', 'function perform simultaneous analysis multiple formation tester model supporting introduce construction supporting define represent data build model b tune model c predict reservoir response complete functional construction beginning initiate model', 'model start select user objective user input user objective selection custom storage result selected selected result select ready execution processor data build model build model b load geo data load test data load data fluid type execute', 'execute preparation execute data conditioner information radius investigation data build model build model b load data n load fluid test date pretest survey mud type load data define control rate time data production test available tubing sizes', 'sizes operational economics data build model b data build model reservoir model display b execute property distribution b reservoir model display b tune model c tune calibrate model built build model b b solve simultaneously survey c additional', 'build model c b execute analysis edit analyze initialize flow model select data execute model execute analysis edit analyze executed ascii transient data test output ascii transient data test analysis model tuned tune model c final tuned model c', 'model c representative reservoir model c final tuned model c representative reservoir model reservoir response predict reservoir response c represent predict reservoir response execute flow prediction interval production tested interval tested', 'tested interval place reserve tuned property distribution c additional predict reservoir response decide completion interval flowing create tables select predict reservoir response reservoir response oil gas reservoir reservoir response block c', 'block c representative reservoir model completion interval addition reservoir response representative reservoir model completion interval report report best interval refer clearly define represent data build model b tune model c predict reservoir', 'reservoir response data load geo data load test data load data fluid type execute preparation execute data conditioner information radius investigation functional operation build model b id reservoir model display b execute property distribution b', 'b reservoir model display b functional operation tune model c solve simultaneously survey c represent vertical permeability horizontal permeability respectively functional operation predict reservoir response execute flow interval production tested', 'tested interval tested interval place reserve tune property distribution operation functional operation context manner single predictive model c c recall user input user objective c user objective c storage data conditioner decision result executed', 'executed processor result decision product user objective processor display recordation recorder display b assume functional operation firstly modular dynamic tester test earth formation modular dynamic tester dual packer dual probe observation', 'probe underground hydrocarbon oil water produced formation response rate production measured dual packer interval draw build measured probe pulse measured analyze received data determine vertical permeability horizontal permeability formation point', 'point dual probe observation probe test analyze received data determine vertical permeability horizontal permeability formation test tested zone formation vertical permeability horizontal permeability test tested zone formation vertical permeability', 'horizontal permeability zone zone result analysis test test good report layer formation point perform test analyze received perform test analyze received data time consuming time consuming iterative solve problem analyze multiple test data', 'test data simultaneously received data received test simultaneously analysis received data received test single consistent simultaneous analysis received data test received data test beneficial simultaneous analysis prior time consuming iterative', 'iterative secondly casing formation perforated test formation test data desirable analyze test data addition test data analyze multiple test data simultaneously addition analyze test data simultaneously simultaneously multiple test data test data', 'test data time obtain better formation thirdly reservoir wall reservoir observe differential depletion exhibit result data analyze depletion try match depletion formation fourth analyze place invasion section history matching study analyze data', 'data acquired sampling oil mud functional operation model select point model data reading open hole load geo data load data data layer addition load test data load data load initial horizontal permeability vertical permeability history matching', 'matching iterative place later initial iterative load data n load modular dynamic tester interval transient test data previously measured result term load data n recall data acquired connection load data n data acquired reservoir field multiple', 'multiple information load fluid test date pretest survey mud type load fluid test date pretest survey mud type reading versus depth load data load production drill stem test fluid type define sort fluid fluid type oil reservoir gas reservoir define', 'define oil gas reservoir execute data conditioner data loaded execute data conditioner execute data conditioner known known initial permeability known execute preparation fluid type execute assign gas oil far especially load data n load modular', 'modular dynamic tester interval transient test data b reservoir model display known sketch formation initial b execute property distribution populate reservoir model reservoir generate model b b execute property distribution populate reservoir model', 'model information radius investigation radius investigation information pertaining size model big model response b reservoir model b execute property distribution assistance information radius investigation b b reservoir model display b reservoir', 'reservoir model display reservoir model execute analysis edit analyze select analyze output ascii transient data test analysis output ascii transient data test analysis point fluid assigned test data loaded test data loaded point start running', 'running reservoir model b run reservoir model b execute analysis edit analyze executed initialize flow model initialize reservoir model ensure reservoir acceptable execute reservoir model fine case combine select data select data history determine', 'determine reservoir model honor selected data previously known test data test data selected history match determine reservoir model honor selected data manner recall previously known measured data previously known reservoir response interrogate', 'model responsive thereto model generate output reservoir response previously known reservoir response output reservoir response substantially previously known reservoir response model tuned output reservoir response substantially previously known', 'known reservoir response recall previously known measured data modular dynamic tester transient test data c solve simultaneously survey c simultaneously iteratively solve horizontal permeability vertical permeability connection interval transient', 'transient plus addition survey production addition gradient data depth c iteratively solve model test convergence convergence good data output reservoir response substantially previously known reservoir response output model yes output reservoir', 'reservoir response substantially previously known reservoir response result additional output model output reservoir response substantially previously known reservoir response result c repeated value reservoir model b tuned tuning old value', 'old value reservoir model value model reservoir model c history matching minimize error data model vertical permeability horizontal permeability reservoir model b perform subsequent analysis c trying history match production depth addition select', 'select data invasion mud wall running optimization c match oil mud contamination time fact select data define data want history reservoir model b output model yes tuned reservoir model result tuned reservoir model representative reservoir model', 'model representative reservoir model produced reservoir model multiple point ready work work generating flow c available tubing sizes operational economics data representative reservoir model point ready generate flow execute flow interval generate', 'generate generate production tested interval c economic data operational economics data generate net value tested interval select formation rank interval best net value interval report best interval representative reservoir model completion interval', 'interval analysis representative reservoir model final outcome end end representative reservoir model completion final result simultaneous analysis multiple modular dynamic tester transient test data load data simultaneously analysis transient test', 'test data heretofore accomplished simultaneous analysis multiple transient test data substantial worktime days worktime honor transient test data load data simultaneous analysis term honor transient test data previously known measured data addition', 'addition honor production simultaneous analysis term honor previously known measured data addition honor survey depth data load fluid test data survey mud type simultaneous analysis term honor survey previously known measured data data', 'data data simultaneously consistently representative reservoir model reservoir model simultaneously consistently data test data loaded gradient depth data loaded drill stem test test data loaded refer interval transient testing formation', 'formation increasingly formation evaluation usually investigate radially vertically multiple transient influence common currently transient independent mainly analytical influence overlap iterative interpretation considerable time effort analysis', 'analysis interval transient numerical numerical modeling complex packer multiphase flow usually complex setup interval transient testing later drill stem tested extended test combined interpretation interval transient conventional common difficulty', 'conventional extended radius investigation reservoir model honor vertical resolution near lateral information inherent transient common acquire depth data open cased formation addition depth come formation future advanced formation data information', 'compartmentalization differential depletion vertical communication incorporation depth analysis level difficulty scale usually reflect depletion combined scale connectivity information specification single predictive model multiple conventional', 'depth simultaneously numerical model starting point single model interpretation reservoir analysis borehole reduced series flow average populate numerical model starting model tuned simultaneously honor transient data depth reservoir model measured', 'measured data scales analysis time effort analyze multiple long term depth interval transient testing possible interval transient testing test string positioned interval tested flow induced dual packer dual probe sink probe vertically observation', 'monitor response acquired flow buildup transient data obtain analyze individual layer horizontal vertical testing technique formation zone usually away horizontal vertical model data input analysis open hole hydraulic porosity horizontal vertical', 'vertical ratio conditioned honor core formation tester spot pretest multiphase transport conditioned sampling data data phase user override automatic layer property manually formation active surrounding data input data dynamic data relative ease', 'ease traditionally quite time consuming prerequisite transient analysis single multiple note layer transport initial guess analysis end reservoir model efficiency property distribution model ready numerical objective analysis interval transient goal', 'goal model likely common choice usually sufficient extended depth analysis scales need considered reservoir geological interpretation depositional environment structure model model populate regular scale grid later grid combining transient data', 'data analysis near region radius investigation region rest reservoir vertical resolution near region nearby region match response match long term bulk considered geological setting numerical model reservoir model commercial compositional numerical', 'numerical simulator eclipse technology corporation model complex flow multiphase flow complex flux boundary fluid compositional mud filtrate cleanup study vertical considered radial scheme grid generation automatic accessible note horizontal', 'irregular usually optimization numerical history matching problem minimization objective function gradient successfully applied previously connection honor interval transient drill stem depth data real time line iterate selected data simultaneously', 'note data addition flow phase gas oil ratio gor condensate gas ratio gas fraction produced fluid density viscosity composition oil mud filtrate bubble dew point asphaltene onset fluid compositional depth simulator run packer match response', 'response observation flow history matching optimization refinement algorithm optimization concurrently reservoir simulator significantly increasing computational efficiency objective function f commonly general given f r r c f prior right hand refer', 'refer production data survey data prior information work survey data term relevant f prior knowledge reservoir r vector data r residual vector r w w c data given type individual data point th data c respectively measurement standard deviation w', 'w overall weighting th w weighting factor data point th data confidence given data type varied addition weight attached given data point difference scales data probe packer conventional test overall measurement error term standard deviation gauge', 'gauge measurement error prior term essentially penalty term difficult solution away mean algorithm optimize objective function given optimization scheme objective function permeability skin approximation ignore derivative term problem considering', 'derivative quantity reservoir simulator time single run saving considerable time note data type error standard deviation difficult easily advantage alternate single modeling starting data zonation property population test analysis phase covered', 'covered optimization phase graphically model dynamic data production synthetic illustrate concept test methodology case studied analytical real gauge resolution accuracy reservoir f table oil reservoir considered fluid table interval transient dual', 'dual probe combination considered dual packer probe layer packer dual packer layer probe layer dual packer probe dual packer analytically longer duration test interval middle layer perforated drawdown buildup sequence skin factor considered zero', 'zero note skin factor actually change test test tested interval verify grid numerical scheme test data analytically reservoir behavior analytical numerical numerical model grid run time model given small time model finer tried study possible grid', 'grid effects run times packer probe divergence early time probe small approaching gauge resolution possible fine tune completely remove divergence plot test buildup good probe agreement test grid verification reservoir perturbed treating perturbed', 'perturbed best data section match behavior simultaneously treating analytical model behavior exercise come close possible real reservoir table starting perturbed perturbed simultaneously particularly difficult case initial influence convergence', 'local minima exist table initial perturbed final optimization horizontal vertical match dual packer final nonlinear optimization match observation table possible come close true simultaneously note synthetic exercise flow rate achieve better match', 'match observation times higher packer weighted approach compensate bias magnitude measured response packer note knowing difficult minimization approach analysis optimization considering scenario packer data considered extended test match given table', 'table quite input match packer interval match acceptable packer considered optimization probe final model given model follow disturbance packer location observation scenario test data extended test data optimization table final match final model', 'model match dual packer extended test data quite satisfactory match fair fine tuning constraining opposed better match particularly layer higher weight longer duration effect greater time distance note model considered addition extended test affect', 'affect significantly heterogeneous reservoir extended test information quite valuable regression dividing reservoir property incorporation versus depth information addition transient test data approach incorporate depth analysis x reservoir model', 'model considered layer layer given table reservoir produced high permeability initial distribution known days away depth profile layer model perturbed horizontal permeability optimization horizontal perturbed initial guess match horizontal', 'permeability comparison probe depth profile original model perturbed model given probe constant gradient case note single production model reservoir depletion depletion importance case multiple total dummy outer reproduce effect specification single', 'single predictive model heretofore known allow easy execution data preparation model property population increasing overall efficiency numerical model optimization easier user enable simultaneous analysis multiple modular dynamic tester interval', 'interval transient extended depth information significant efficiency interpretation effort current require test separately combined consistent iteratively match historical production performance model dynamic data study alternative completion', 'obvious varied ways departure obvious']	182	[42, 42, 42, -1, 42, 3, -1, 45, 45, 45, 45, 2, -1, -1, -1, 3, -1, -1, 3, -1, -1, -1, -1, 3, -1, 42, -1, 3, 3, -1, 3, -1, -1, -1, 3, 3, 45, 45, 3, 3, 3, 3, 3, -1, 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time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'known simulator recently response oil gas reservoir measured model data test tuned gradient transient execute mounting predict tester program machine', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.08195649446610537, 0.0049714894436311665, 0.10647741072293172, 0.04458475782966643, 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'45_produce_product_automatically_separately', '20_computer_media_network_processor', '34_log_handling_outlier_missing', '2_seismic_rock_data_modeling', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production', '42_known_simulator_recently_response']	node ascertain curve response surface processor percentage readable modeling information flow transient depth sweet execute user removable gate code physics calculated memory selected spirit meaning missing magnetic string observation disk network foregoing block longer data drilling storage random comply balanced appreciate petroleum gamma pump drill acoustic execution control nonvolatile depart percentile parameter equivalent computer quickly decision applicant tester abstract digital facies geologic gas limit handling spectral machine domain produce understand stated signal simulator volatile log interpret model known preparation test clustering connected separately bus tape learning tuned semiconductor production communicate need equipment seismic measured flash reservoir comprised score laborious disclosed subterranean gradient core module architecture fluid floppy recently management ray receiver ram geological mounting perform casing sampling time fitting apparatus article stage note conditioner medium share inversion media predict final rock additional normalization desired unlabeled matching automatically program access outlier product preceding independently saved analysis considerable realize manually person function reader oil formation absent	incremental cache processor prediction hydrocarbon filtering designing execute teaching hydraulic physics electronic recorder memory communicating matrix technology magnetic cement foregoing interface drilling data comply petroleum probe determined drill computer tester industry geologic gas spectral produce extract projection configuration simulator redirect log server model tested exemplify semiconductor logarithmic testing seismic measured inventive comparator borehole synchronization laborious hardware fluid shale multicore geological chips intention sampling practical synchronize conditioner rock controller acquired tubing product analysis spectrometry manually geophysical oil empirical predictive	readable flow transient depth gate physics memory spirit missing string magnetic foregoing network longer data drilling storage comply petroleum gamma acoustic execution parameter nonvolatile percentile depart computer quickly applicant tester abstract gas spectral domain produce simulator log model test bus learning separately tuned clustering semiconductor equipment seismic flash reservoir score laborious disclosed subterranean gradient fluid architecture management ray ram receiver geological casing perform sampling article stage conditioner media final additional normalization unlabeled automatically outlier independently preceding saved reader oil formation	volatile log data drilling perform storage random model time interpret article curve stage conditioner medium share appreciate known response petroleum test media final surface rock processor connected drill percentage acoustic normalization execution production unlabeled modeling percentile information matching depart simulator computer equivalent equipment access outlier foregoing seismic measured product flash execute user digital abstract reservoir analysis geologic gas handling spectral laborious memory produce core module spirit person reader oil fluid magnetic meaning disk network management formation	['Streamlined Automated Production Process for Desired Products', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Oil and Gas Reservoir Response Modeling with Tuned Simulator and Measured Data Analysis', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Data Preparation and Management for Borehole Logging and Core Analysis Handling Outliers and Missing Values', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'simulator model tuned meaning response simulator model response known measured data substantially known response known reservoir simulator model predict response oil gas reservoir response recently measured data recall recently measured data data', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data available response oil gas reservoir response recently measured data oil gas reservoir known measured data known oil gas reservoir known response known oil gas reservoir building simulator model b data geological data simulator model simulator', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'facies prediction acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'simulator model known measured data generating response simulator model known measured data transient test data test data gradient data response simulator model known response known oil gas reservoir simulator model response substantially known', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US7945488B2'	'Drilling collaboration infrastructure'	['G06F16/26', 'E21B47/00', 'G06Q10/087', 'H04L67/12', 'H04L41/0896', 'H04L41/5003', 'H04L41/5009', 'H04M11/002']	['Visual data mining; Browsing structured data', 'Survey of boreholes or wells', 'Inventory or stock management, e.g. order filling, procurement or balancing against orders', 'Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks', 'Bandwidth or capacity management, i.e. automatically increasing or decreasing capacities', 'Managing SLA; Interaction between SLA and QoS', 'Determining service level performance parameters or violations of service level contracts, e.g. violations of agreed response time or mean time between failures [MTBF]', 'Telephonic communication systems specially adapted for combination with other electrical systems with telemetering systems']	2008-02-25T14:00:00Z	['Ken Landgren', 'Simon Fleury', 'George Karr', 'Kevin Michael Shaw']	['Schlumberger Technology Corp']	['facilitate collaboration oil site remote location multiple oil data collected oil site data data data aggregation server oil site oil site remote location access data data aggregation server standard data format collaboration oil site remote location', 'location multiple oil data oil site data data standard format data data aggregation server oil site standard format data aggregation server data repository analysis analyze data oil data therewith knowledge base oil site conform unknown oil data', 'oil data standard format copy data local server remote location local server data aggregation server user oil site access data data aggregation server analyze data data aggregation server analysis user remote location access data local server', 'server analyze data local server analysis oil site access multiple oil data private virtual local area local area network level access multiple oil data remote location access multiple oil data satellite communication link center remote location', 'location remote location monitor collection multiple oil data real time center oil site remote location access multiple oil data viewer interactive viewer oil site offshore site remote location onshore location drilling operation wellsite drilling', 'drilling advanced subterranean formation geological multiple oil data oil site data standard format data data aggregation server oil site data aggregation server data repository analysis analyze data oil data therewith knowledge base oil site', 'oil site conform unknown oil data standard format copy data local server remote location local server data aggregation server user oil site access data data aggregation server analyze data data aggregation server analysis user remote location access', 'access data local server analyze data local server analysis drilling data oil site access multiple oil data private virtual local area private virtual local area network private virtual local area level access multiple oil data user remote location', 'location multiple oil data satellite communication link center remote location user remote location monitor collection multiple oil data real time center oil site user remote location access multiple oil data viewer interactive viewer oil site', 'oil site offshore site remote location onshore location user user locally access data real time communication link related priority e pending provisional drilling collaboration infrastructure matter fully incorporated background field oil', 'field oil construction drilling infrastructure facilitate collaboration oil construction drilling project team disparate background oil today end spectrum complex offshore environment experienced personnel available end spectrum onshore environment', 'spectrum significant information technology rapid progress rig technology remote significant attention investment recognition need able react real time relative increasing drilling remote work actual construction typical oil construction drilling', 'drilling project remote provided project team rig site offshore site data collected project team remote location onshore site technical analysis strategic affecting overall drilling communication data transfer typically provided standard wired', 'wired wireless link satellite link team disparate able collaborate closely work efficiently particularly development conventional information technology oil construction drilling pose special occur significant typical office environment arise going', 'going forward additional acquired predictive increasingly complete rig higher degree rig people site greater remote service oil company despite recent need oil construction drilling efficient collaboration project team need infrastructure facilitate', 'closer collaboration project team disparate view infrastructure facilitate collaboration oil construction drilling project team disparate impact facilitate collaboration oil site remote location multiple oil data collected oil site data data data', 'data data aggregation server oil site oil site remote location access data data aggregation server standard data format additionally local copy data local server remote location remote location access data local server oil site access multiple oil', 'oil data private virtual local area local area network level access multiple oil data remote location access multiple oil data satellite communication link center remote location remote location monitor collection multiple oil data real time center', 'center oil site remote location access multiple oil data viewer interactive viewer oil site offshore site remote location onshore location brief ad depict simplified representative schematic subterranean formation reservoir ad graphical data', 'data collected ad respectively schematic view cross section data acquisition positioned data subterranean formation schematic view site drilling operation drilling operation b schematic view drilling operation oil construction drilling project', 'project remote prior general layout oil construction drilling collaboration infrastructure general layout multiple rig collaboration exemplary network collaboration infrastructure collaboration infrastructure ad depict simplified representative', 'schematic subterranean formation reservoir survey operation survey seismic truck measure subterranean formation survey operation seismic survey operation sound sound vibration sound vibration source earth formation sound vibration sound vibration', 'vibration received geophone situated surface response geophone produce electrical output data received response received sound representative amplitude frequency sound produce electrical output data concerning subterranean formation data received', 'received provided input data computer seismic truck responsive input data computer seismic data output seismic data output desired data reduction b drilling operation drilling b suspended rig advanced subterranean bore mud pit draw drilling mud', 'mud drilling flow line drilling mud drilling bore surface drilling mud usually returned mud pit filtering flowing drilling drilling advanced subterranean reach reservoir target drilling preferably measuring logging drilling logging drilling taking', 'taking core removed core surface communicate drilling surface capable communicating drilling send drilling receive data therefrom surface preferably provided computer data surface data drilling operation data output computer surface positioned', 'remote positioned collect data previously sensor positioned drilling rig measure drilling weight bit torque bit flow rotary speed operation positioned data collected surface data collection analysis data collected combination data data collected', 'collected select data selectively current data historical data real time data real time data real time later data combined historical data analysis data separate combined single collected data perform analysis modeling seismic data output perform', 'perform geological geophysical reservoir engineering reservoir bore surface data perform reservoir bore geological geophysical data operation directly modeling data act analysis data collected surface surface connected remotely thereto surface', 'surface single complex network perform data management surface manual automatic surface user surface provided transceiver allow surface surface provided functionally connected surface send command response data received surface receive transceiver', 'execute controller processor provided analyze data locally remotely make controller manner selectively data collected technique optimize operation drilling weight bit pump automatically computer protocol manually operator select optimum operating', 'operating avoid c operation c suspended rig bore b c preferably deployment bore generating c apparatus collect information subterranean c c explosive radioactive electrical acoustic energy source surrounding subterranean c operatively connected', 'connected computer seismic truck c data surface surface data operation data output c positioned bore survey information subterranean formation positioned collect data previously sensor positioned c measure relate porosity permeability fluid', 'fluid composition operation production operation production production tree bore c fluid surface fluid reservoir casing production bore surface gathering network positioned collect data previously sensor positioned production equipment tree', 'tree gathering network surface facility production facility measure fluid fluid composition flow production operation simplified site cover land sea water production injection added recovery gathering operatively connected selectively depict measure', 'measure connection mines storage subterranean data acquisition measurement capable seismic travel time density resistivity production rate subterranean formation geological bore collect monitor desired data data provided configuration ad brief', 'ad brief usable land water sea single measured single location combination ad graphical data collected ad respectively seismic trace subterranean formation seismic truck seismic trace data response time b core drilling b core data graph density', 'density porosity permeability physical property core length core density viscosity core c log subterranean formation c c log typically resistivity measurement formation production decline curve graph fluid flowing subterranean formation measured', 'measured surface production decline curve typically production rate q function time respective depict static information physical formation better define determine accuracy respective scaled comparison verification dynamic measurement fluid bore', 'bore fluid bore fluid flow composition static dynamic generate subterranean formation determine similar measure formation time schematic view cross section data acquisition b c positioned data subterranean formation data acquisition data acquisition', 'ad respectively data acquisition generate data respectively data demonstrate data data c static data data acquisition respectively static data plot seismic response time seismic trace static plot b core data measured core formation similar core b', 'core b static data plot c logging trace similar log c production decline curve graph dynamic data plot fluid flow rate time similar graph data collected historical data user economic information measurement data subterranean structure geological', 'structure shale layer carbonate layer b shale layer c sand layer fault shale layer carbonate layer b static data acquisition preferably detect subterranean formation geological contain variety geological extreme complexity typically water line fluid', 'fluid occupy pore measurement measure geological acquisition measurement comparison analysis data collected data acquisition typically seismic data displayed static data plot data acquisition geophysicist determine subterranean core data static plot', 'plot b log data log c typically geologist determine subterranean formation production data graph typically reservoir engineer determine fluid flow reservoir data geologist geophysicist reservoir engineer modeling modeling pat pat pat modeling pat', 'pat entire contents incorporated schematic view site drilling operation drilling operation b site drilling surface borehole formed rotary drilling manner known given benefit appreciate drilling conventional rotary drilling directional drilling', 'drilling drilling drill string suspended borehole drill bit lower end drilling platform derrick positioned borehole penetrating subsurface formation f rotary table kelly hook rotary swivel drill string rotated rotary table kelly upper end drill', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly region outside drill string wall borehole annulus manner drilling fluid drill bit formation surface returned pit recirculation drill string hole generally', 'generally near drill bit drill collar drill bit hole measuring information communicating surface hole drill measurement site collect data preferably real time concerning operation site site ad operation surface surface information surface standpipe', 'standpipe depth surface torque rotary addition disposed drilling bore information bore weight bit torque bit direction inclination collar annular information collected drilling surface control drilling operatively connected surface communication', 'therewith hole provided communication subassembly surface communication subassembly send receive surface mud pulse telemetry communication subassembly transmitter signal acoustic electromagnetic signal representative measured drilling communication', 'surface mud pulse telemetry pat assigned assignee variety telemetry employed wired drill pipe electromagnetic known telemetry typically bore drilling plan established prior drilling drilling plan typically equipment define drilling site drilling', 'drilling operation drilling plan information drilling operation need deviate drilling plan additionally drilling subsurface change earth model need adjustment information collected schematic view drilling operation surface operatively connected site', 'site operatively linked surface modeling operatively linked communication links provided site surface modeling variety links provided facilitate flow data communication links intermittent selective communication communication links type wired', 'wired wireless site surface site surface surface preferably provided acquisition controller display processor transceiver acquisition data data data measured site data data received controller enact controller provided actuation perform drilling', 'drilling steering advancing taking action site drilling data modeling data production maintenance logic processor received processor preferably provided data processor provided additional functionality perform display provided site remote data data', 'data data displayed raw data data data data display preferably flexible data desired transceiver data access transceiver communicating site surface modeling server transfer data modeling server remote server party server positioned site data surface', 'surface remote server positioned location away data remote party server remote party client preferably capable transferring drilling data drilling trajectory data seismic data historical data economics data data analysis type server limit preferably', 'function type server employed communicate modeling communication links multiple separate communication links modeling combined linked combined communication link collect wide variety data data collected variety type data data modeling store transfer', 'transfer data modeling operatively linked surface data therefrom modeling positioned site modeling positioned modeling operatively linked surface modeling near surface modeling interface modeling data repository data rendering interface interface', 'interface permit communication interface data data data typically selected interface interface data channel data interface data data site data modeling preferably data immediately incorporated modeling sessions modeling interface data user interface', 'interface connection data data utility designed manipulate data analysis conform data desired format incoming data need converted enable data variety real time data converter converter individual data received interface format format conversion', 'factor converting desired allow conversion factor facilitate suppressed desired data given type classification log mnemonics precision color table type given data assigned particularly type unknown assigned type map data file future unknown data', 'data orchestrate data flow modeling data plan data synchronized timer given queue size synchronization management modeling mediator handling module data queue data given time real time synchronization links data data modeling concurrently manner', 'manner disparate similar data link data synchronization ability selectively synchronize data log data synchronized trajectory data log depth bore displayed canvas tangential projection actual trajectory data available log bore alternatively incoming', 'incoming log trajectory trajectory data available data displayed log cache trajectory data received displayed interface desired format format saved extensible markup language file future handling interface handling appropriate channel channel saving', 'saving interface data saved loaded management allow module mediator data interface mediator data data data incoming data added modeling mediator merge data survey log data utility drilling utility logging user interface manager logging common', 'common logging data module logging destination logging module provided messenger warning message messenger information information interrupt operation distributed warning send error warning interrupt display user interface manager user interface', 'interface user interface manager user input menu context user manager handle user input module analyze data generate module trajectory management trajectory management case incoming trajectory information special situation special handling', 'handling trajectory management handle data strictly increasing data sidetrack borehole path received measured depth hole depth trajectory module data trajectory module ignore incoming survey previous bore path merge incoming survey depth trajectory', 'ignore given depth delete trajectory data replace survey incoming survey station create trajectory incoming data add incoming data prompt user invalid point manually data repository data modeling data preferably format available data data repository', 'file file storage appropriate given piece data data manner automatic flow data rest seamless fashion manual modeling geological data data rendering data data rendering contain canvas section canvas desired data rendering selectively display', 'display combination synchronized display display preferably provided modeling variety utility modeling combined modeling key modeling generating complex modeling conventional modeling capable modeling generating earth earth typically contain', 'contain exploration production data oil construction drilling project remote provided prior rig site site site offshore site collection data occur rig site perform data collection decision project team rig site operation center generally remotely', 'remotely rig site project team operation center technical analysis strategic affecting overall drilling rig site communication link communication data transfer rig site operation center communication data transfer provided communication link rig', 'link rig site operation center typically standard wired wireless communication link satellite link recognize arrangement team rig site team operation center disparately need able collaborate closely work efficiently particularly development', 'conventional information technology infrastructure oil construction drilling pose special occur significant typical office environment arise additional acquired particularly surface predictive increasingly complete rig higher degree rig people site', 'site greater remote service oil company recognize infrastructure provided unable infrastructure efficient data project team oil construction drilling general layout oil construction drilling collaboration infrastructure infrastructure project team', 'team site site project team office office location remotely site office actual office structure office structure office location remote site capable drilling site technical analysis strategic affecting overall drilling site infrastructure project', 'project team site communicate exchange data project team office data collected multiple site data aggregation server securely data data mud logging data data data rig sensor data data collected site data aggregation server multiple data aggregation', 'connected switch router switch router network data site network provided switch router suitable network known wired wireless local area network local area network turn connected external network communication link satellite link regional hub', 'hub communication link project team office connect data aggregation server external network access data data aggregation server office operation center operation center operation center area office equipment project team work project team office', 'office conduct center project team site typical arrangement surveillance office provided surveillance taking place site surveillance real time surveillance running data center office site collaboration infrastructure allow closer collaboration', 'project team site project team office general layout multiple rig collaboration site site replication collaboration multiple given multiple remotely single center operation center office project team work collaboration infrastructure manage overall', 'overall drilling entire asset huge potential efficiency entire asset collaboration infrastructure regardless land environment offshore environment drilling typically multilocation virtual team collaboration infrastructure personnel involved asset', 'asset management team office company man rig rig rig personnel collaboration infrastructure office regional hub regional hub collaboration infrastructure enterprise class commensurate oil environment general collaboration infrastructure secure', 'secure solution efficient global data access backup recovery data collaboration infrastructure rig data variety information data information rig contractor mud logger data data data information received company man data pore drilling optimization', 'information episodic data data data testing data collaboration infrastructure preferably access data collaboration team regardless location office data interactive import analysis access collaboration infrastructure facilitate communication', 'collaboration team similar identical rig team single site collaboration infrastructure electronic chat instant message data analysis voice protocol communication collaboration infrastructure additionally wired wireless local area video facsimile', 'facsimile receipt transmission private network access links sub hazardous area integration personal digital remote administration remote collaboration infrastructure security limit access data security security patch management access control', 'control hazardous area certification allocation quality service ability track malicious activity office collaboration infrastructure preferably flexible deployment internal external corporate network ease integration company infrastructure access', 'access multiple sufficient area rapid assimilation data ease context switching collaboration infrastructure preferably access data remote team office access data interactive import analysis access intercommunication remote team office preferably', 'provided chat instant data analysis facsimile protocol communication provided collaboration infrastructure wired wireless local area video personal digital flexible administration flexible security collaboration infrastructure preferably security', 'security patch management access control hazardous area certification allocation quality service easily conform client environment small office soho equipment little management configuration secure extensible local area network collaboration', 'infrastructure enterprise class router switch aggregation data access office possible infrastructure data aggregation data aggregation individual data aggregation individual outweigh logistics data aggregation rig interface vendor rig local access', 'access data data aggregation rig potential traffic communication link communication link rig office data aggregation remotely rig office team site access data aggregation relatively scarce expensive communication link communication link data', 'link data aggregation aggregate data create data data consistent data strictly native provided data aggregation combine data consistent vendor neutral data delivery format data aggregation aggregate data standard repository standard analysis value', 'value data immediately time previously spent data data prepared usable format data collected data simply complexity learning vendor data type transmission data load communication link communication link reduced data strictly collected rig locally', 'locally remote office forced access data high latency potentially scarce satellite connection rig communication link contrast data onshore office retrieve data onshore location effectively data aggregation rig access data data data collected data', 'data aggregation server rig remote team office local storage rig access data real time locally data aggregation server onshore access data local storage office traffic satellite communication link communication link rig connectivity local storage', 'storage data storage medium locally data data aggregation server local storage persistent nonpersistent type storage magnetic memory hard disk removable optical storage semiconductor type storage random access memory chips read memory chips flash', 'flash memory bifurcated storage data eliminate contention connectivity office combining data data data variety data available data collaboration infrastructure data standard data format standard data format wellsite information transfer standard', 'standard format format markup language evolution wellsite information transfer standard format data aggregation server standard qualification standard qualification previously collected wellsite information transfer standard data data data data', 'data data knowledge base data vendor acquired data standard qualification transferred office extend comprehension acquired data exemplary network collaboration infrastructure network network collaboration infrastructure protocol wired protocol', 'protocol wireless protocol telephone protocol connect enterprise class router enterprise class router access protocol voice protocol telephone enterprise class router access foreign exchange service foreign exchange office local exchange enable', 'enable telephone communication rig wireless protocol telephone wirelessly hub hub connected enterprise class switch enterprise class switch connected enterprise class router enterprise class wireless local area network controller local area network', 'network controller connected enterprise class switch enterprise class wireless local area network controller rig wireless local area network security intrusion prevention management quality service mobility wirelessly connect network wireless', 'wireless personal digital assistant wireless card data network connect running proprietary public data site site data provided public private interact terminal hazardous substance management terminal local viewer terminal terminal terminal site', 'site administrator connect infrastructure administration access terminal access data rig access external connectivity global improve performance team rig segmented access access accomplished virtual local area accommodate constrain group group need', 'need access data rig rig need want access security rig access group require access require access rig access group need access rig access accommodate user wired virtual local area group access virtual local area network rig access connect switch rig', 'rig access port rig rig server virtual local area network access switch router external connection virtual local area network switch rig server router access physical access switch physical access switch plugging assigned level capability wireless', 'wireless local area network similar network scheme instead switch user network connect unique login identification unique login identification virtual local area network login identification assignment virtual local area known data team belonging', 'belonging rig access group level access connection rig access network team belonging access group level access connection access network level access authorization access infrastructure team access level access connection access network access', 'access network association unique login identification level access addition standard virtual local area control access network setup connect rig data data mud logging connected simple local area network virtual local area network data data mud', 'data mud logging rig access local area network traffic mud logging network traffic communication mud logging data alternatively network card protocol address inserted mud logging rig access local area network solution require additional hardware', 'hardware configuration mud logging data risk mud logging data external access network scarce external link traffic link network priority critical data delivery primary reason external access critical data data critical drilling accessible location', 'location office critical data delivery voice provided minimum critical data delivery voice communication assured minimum allocation accomplished quality service filtering router additionally router monitor consumption determine available general', 'general collaboration infrastructure ensure wireless connectivity area equipment rack rig floor total coverage rig desirable site survey design placement type access coverage access rig wire switch access powered locally power injector close mounted', 'mounted powered cable switch access point cable switch access grid mesh access point wired switch access point wirelessly access point wirelessly mesh access radio mesh operate half duplex receive transmit given time access operate duplex transmit', 'transmit receive time good quality wireless local area network collaboration infrastructure access access point wired switch mesh access operating half duplex quality service good quality voice collaboration infrastructure video rig video wireless', 'wireless video certified hazardous output available size picture resolution frequency reduced accommodate available transmission storage user access free initiate client virtual private network sessions virtual private network access private network', 'network user securely connected internal network addition router virtual private connected permanent allow rig linked connected private ways today reliability clarity flexibility service collaboration infrastructure flexible appropriate level', 'level communication computer computer microphone sound card computer capability typically available free net meeting available free level workable decent headphone microphone provided quality typically good level service user connect computer phone', 'phone gateway public switched telephone network additional capability quality quality network connection level phone connected router manager remotely network public switched telephone network connect phone router special card digital conversion', 'router sufficient digital signal capability compress massage large digital information transmission remote connectivity provider rig manager link rig hub gateway hub links phone network case service provider path rig phone network voice traffic high', 'high quality voice reliability voice configuration higher previous course latency quality remote network link major benefit configuration solution popular finally highest quality level service connected directly rig local area network level', 'level expensive digital connected directly network harder event failure damage phone attraction previous level phone consumer electronics store level service remote manager level option fairly expensive infrastructure level connect wireless local', 'local area network rig mobile supporting wireless local area network wireless local area network consideration level implement issue resilience rig remote connectivity outage router local phone rig remote manager feature survivable remote site', 'site telephony additional cost infrastructure rig collaboration infrastructure account related hazardous area certification rig cabling generally acceptable ways cable rig shielded armored cable rig type cable certified cut armor shielding noise', 'noise protection electrical noise degrading signal acceptable isolation end cable limit power transmit signal available commercially time standard cat cable run rig wireless related wireless wireless installation capable shutting completely', 'explosive stuck pipe difficult eliminate precaution minimize risk collaboration infrastructure formal notification rig management company man driller wireless connectivity operation needs turned hazardous hazardous related wireless certified', 'certified hazardous zone certified rig floor available collaboration infrastructure require powered hazardous rig cell turned explosive powered wireless access certified energy antenna explosion similarly certified connected access point safe area', 'safe area run outside hazardous area security collaboration infrastructure major protect server connected especially true server operating equally true server collaboration infrastructure ensure security applied consistent critical security protect', 'protect malicious typically monthly applied timely manner course possible break tested production environment virus protection rig automatically update regular basis maintain protection daily access protection collaboration infrastructure preferably', 'protection external appliance end enterprise class protection control access server addition depending operating available protection service remote connectivity clean access protect port malicious activity security require level remote', 'remote administration collaboration infrastructure preferably implement administration series remote terminal server remote available corporation available available available corp allow administrator control machine remotely performance security', 'security addition administration web access server administration better command line susceptible intermittent network server clear hung command line interface hung commercial available remote administration commercially available band access server', 'server event network outage need power restart server collaboration infrastructure collaboration infrastructure infrastructure multiple oil data oil site data data data aggregation server oil site local copy data local server remote location user', 'user oil site user remote location access data data aggregation server standard data format remote location monitor collection multiple oil data real time center remote location access data local server collaboration infrastructure ensure', 'ensure infrastructure delay drilling facilitate fast straightforward objective infrastructure service agreed contract implementation commercially available basic server early detection related server load disk memory consumption common related', 'related server management end commercial available early warning disk processor overload network detect network abuse configuration hardware causing reduced performance network identify security infrastructure wireless network detect rogue access', 'access unauthorized connectivity access collaboration infrastructure perform measure overall effectiveness infrastructure detect data delivery affected drilling operating need collaborate critical regardless time day night solid hierarchy place end', 'place end collaboration infrastructure help desk phone log issue resolve issue escalate appropriate resource collaboration infrastructure allow line begin resolution immediately effectively route problem resolution line network remote connectivity', 'engineer assigned rig line line unable resolve issue determined connectivity problem unresolved remote connectivity vendor remote connectivity rig remote location virtual team communicate implementation collaboration infrastructure remote', 'remote connectivity mobile satellite offer mobile satellite typically access direct access private corporate network addition satellite wireless long range connectivity rig alternative potentially lower higher ultimate throughput reduced latency', 'latency lack satellite foregoing provided explaining spirit']	147	[31, 31, 31, 31, 31, -1, 31, 31, 31, 31, -1, -1, 2, -1, -1, 31, 31, 31, 31, 2, 31, -1, -1, -1, -1, -1, -1, 2, 2, -1, -1, 0, -1, -1, -1, -1, -1, 3, -1, 3, 2, -1, -1, 2, -1, -1, 0, 0, 0, 0, -1, -1, -1, 0, -1, -1, -1, -1, 2, -1, -1, 3, 3, 34, -1, 34, -1, -1, -1, 3, -1, -1, -1, 3, 31, -1, 6, -1, 31, -1, -1, 6, 49, -1, 49, -1, -1, -1, -1, 6, -1, -1, -1, 6, -1, 49, -1, 3, 34, -1, -1, 14, -1, -1, -1, 6, 6, 6, 6, 49, 49, 6, 6, 49, -1, -1, -1, -1, 6, 6, 6, 6, -1, 6, 6, -1, -1, -1, 6, 6, 6, 46, 6, -1, -1, -1, -1, -1, 31, 31, -1, -1, -1, -1, -1, 6, -1]	['oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data 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time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'access project rig plan team aggregation office registry infrastructure site cloud server group manage network paper center need equipment links', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'access project rig plan team aggregation office registry 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communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'oil remote site server location local aggregation collaboration access infrastructure multiple data private center viewer format area user standard project', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network 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'0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '49_access_project_rig_plan', '31_oil_remote_site_server']	location curve exploring center registry paper port surface processor percentage sleeve readable modeling information failure hydrocarbon flow depth sweet removable user switch card drive local physics mobile display calculated memory selected remote missing magnetic string observation disk network difficult telephone block interface data drilling private storage random subsea pipe balanced operable infrastructure petroleum gamma format pump drill acoustic torque control nonvolatile percentile parameter computer decision collaboration digital complicated facies geologic typically piston handling spectral valve aggregation domain circuit communication offshore project signal recovery volatile log group costly server model eccentric graphics office hazardous drum preparation test clustering installation bus tape learning rotary site semiconductor production input plan team area need equipment viewer seismic flash reservoir damping score manage subterranean core consuming module impossible fluid floppy management ray output receiver ram geological rig casing bit printer time sampling fitting apparatus conditioner medium complex links inversion media wired cloud rock controller normalization unlabeled matching access cellular outlier speed mud analysis satellite position wireless function oil outlet flexible standard multiple formation absent	wirelessly engineering cache processor monitor cell prediction hydrocarbon filtering hydraulic physics mobile electronic memory matrix technology magnetic cement exploration administrator drilling data pipe administration infrastructure repository petroleum integration probe pump drill accelerometer huge login wellsite computer harsh complicated hub onshore geologic piston spectral valve offshore extract projection redirect log costly server explosive office hazardous expensive semiconductor logarithmic seismic manager comparator borehole synchronization hardware fluid shale multicore geological chips sampling synchronize wired rock router cellular tubing slide analysis spectrometry cavity geophysical wireless oil empirical	registry paper port readable failure flow hydrocarbon depth switch card local physics mobile memory remote missing string magnetic telephone interface data private drilling subsea operable infrastructure petroleum gamma pump acoustic torque parameter percentile nonvolatile computer collaboration spectral domain offshore recovery log costly server model eccentric graphics office drum test clustering learning rotary bus site semiconductor plan team equipment viewer seismic flash reservoir damping score subterranean fluid management ray receiver ram geological rig casing sampling printer conditioner media cloud controller normalization unlabeled outlier mud satellite wireless oil flexible standard formation need	location curve registry surface percentage modeling information failure hydrocarbon switch card local mobile display memory remote string magnetic disk network difficult interface data drilling storage random subsea pipe operable infrastructure petroleum pump drill acoustic percentile collaboration digital complicated geologic handling spectral aggregation project offshore volatile log server model eccentric office test site production plan team area seismic flash reservoir core module impossible fluid management rig printer time conditioner medium media rock normalization unlabeled matching access outlier speed position wireless oil outlet flexible formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Data Access and Network Management for Rig Infrastructure and Project Team Operations', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Storage Media and Memory Technologies in Computer Systems', 'Oil Site Data Collaboration Infrastructure and Access Management', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Data Preparation and Management for Borehole Logging and Core Analysis Handling Outliers and Missing Values', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'facilitate collaboration oil site remote location multiple oil data collected oil site data data data aggregation server oil site oil site remote location access data data aggregation server standard data format collaboration oil site remote location', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'belonging rig access group level access connection rig access network team belonging access group level access connection access network level access authorization access infrastructure team access level access connection access network access', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'site administrator connect infrastructure administration access terminal access data rig access external connectivity global improve performance team rig segmented access access accomplished virtual local area accommodate constrain group group need', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'need access data rig rig need want access security rig access group require access require access rig access group need access rig access accommodate user wired virtual local area group access virtual local area network rig access connect switch rig', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'facies prediction acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'user oil site user remote location access data data aggregation server standard data format remote location monitor collection multiple oil data real time center remote location access data local server collaboration infrastructure ensure', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'data data aggregation server oil site oil site remote location access data data aggregation server standard data format additionally local copy data local server remote location remote location access data local server oil site access multiple oil', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US11814931B2'	'Machine-learning for sedimentary facies prediction'	['E21B41/00', 'G01V20/00', 'G01V99/005', 'G06F11/004', 'G06F16/355', 'G06N20/00', 'G06Q10/06', 'E21B49/00', 'G01V2200/16']	['Equipment or details not covered by groups E21B15/00 - E21B40/00', 'No data available', 'Geomodels or geomodelling, not related to particular measurements', 'Error avoidance', 'Class or cluster creation or modification', 'Machine learning', 'Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells', 'Measure-while-drilling or logging-while-drilling']	2019-05-31T13:00:00Z	['Lucas Lima de Carvalho', 'Josselin Kherroubi', 'Victoria BAINES', 'Laura Lima Angelo dos Santos', 'Austin Boyd', 'Nadege BIZE-FOREST', 'Peter Schlicht']	['Schlumberger Technology Corp']	['machine learning sedimentary facies prediction acquired borehole clustering borehole borehole log inclusion optimization selection clustering type considered clustering classification core depositional facies machine learning sedimentary facies', 'facies prediction acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log', 'data log learning computation empirical balanced data distribution correcting unbalanced data weighted clustering borehole borehole unsupervised learning technique represent formation versus depth data management clustering log inclusion', 'inclusion optimization selection clustering learning technique type considered clustering best core depositional facies classification core depositional facies log inclusion optimization clustering best core depositional facies optimum input', 'input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence rule thickness', 'thickness rule stratigraphic position rule likely pattern rule occurrence rule probability cluster depositional facies probability threshold thickness rule applied facies data automatically depositional facies thickness stratigraphic position rule', 'rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule statistically significant core depositional facies machine learning sedimentary facies prediction acquired', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'empirical balanced data distribution correcting unbalanced data weighted clustering borehole borehole clustering unsupervised learning technique represent formation versus depth data management clustering log inclusion optimization selection', 'selection clustering learning technique facies true facies type considered clustering best core depositional facies classification core depositional facies core depositional facies core log inclusion optimization clustering best core depositional', 'facies optimum input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence', 'rule thickness rule stratigraphic position rule likely pattern rule occurrence rule probability cluster depositional facies probability threshold thickness rule applied facies data automatically depositional facies thickness stratigraphic position', 'position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule statistically significant core depositional facies machine learning sedimentary facies prediction', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'empirical balanced data distribution correcting unbalanced data weighted clustering borehole unsupervised mode gap statistic operation borehole unsupervised learning technique represent formation versus depth data management clustering log inclusion', 'inclusion optimization clustering best core depositional facies optimum input combination cluster best core depositional facies selection clustering learning technique type considered clustering best core depositional facies classification core', 'core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering related priority benefit provisional titled sedimentary facies prediction entire incorporated background', 'learning predict depositional sedimentary facies model training data model prediction heterogeneous affected diagenesis nonlinear relationship geological facies log conventional clustering accurate brief read accordance standard industry drawn scale', 'scale fact arbitrarily reduced clarity schematic view implementation apparatus schematic view implementation apparatus graphical depiction implementation graph pertaining pertaining pertaining schematic view implementation apparatus simplify course', 'course merely addition repeat repetition simplicity clarity dictate relationship schematic view wellsite applicable wellsite onshore offshore wellsite borehole formed subterranean rotary drilling instead utilize directional drilling wellsite', 'wellsite wellsite addition instead presently suspended borehole hole drill bit lower end surface platform derrick positioned borehole platform derrick rotary table kelly hook rotary swivel suspended lifting gear hook lifting gear mast rising surface', 'surface lifting gear crown block mast vertically traveling block hook attached cable passing crown block vertically traveling block end cable anchor point end winch raise lower hook thereto tubular drill attached wired pipe rotated rotary table', 'table kelly upper end suspended hook manner rotation relative hook wellsite utilize drive suspend rotate addition instead rotary table surface drilling fluid mud pit container formed wellsite drilling fluid mud mud pump drilling fluid interior hose', 'hose conduit port rotary swivel causing drilling fluid flow downward directional arrow drilling fluid drill bit upward annulus region outside wall borehole directional manner drilling fluid drill bit formation surface returned container', 'container recirculation specially drill near drill bit drill collar measurement drilling characteristic subterranean formation borehole motor drill bit positioned differently measuring formation fluid formation measuring porosity density saturation', 'permeability density borehole electromagnetic nuclear acoustic operable permit formation generally represent characteristic formation versus depth measuring drill bit measuring torque vibration shock stick slip face direction inclination apparatus', 'apparatus generating electrical power mud turbine generator powered flow drilling fluid power battery instead employed packer wellsite data surface equipment control electronics controller remote computer communication equipment equipment data', 'data computer distributed computer collected data information distributed human wellsite operator locally remotely data individually combination perform computer run processor surface equipment utilize data received telemetry telemetry transmit', 'transmit control operative tangible storage medium surface equipment external tangible storage medium storage medium known storage media magnetic disk optically readable disk flash memory readable kind remote storage communication link schematic', 'schematic view wellsite applicable wellsite onshore offshore wellsite string borehole conveyance wellsite wellsite evaluation borehole cement casing borehole formation borehole string suspended borehole lower end multiconductor logging cable winch', 'winch conductor data communication string surface equipment disposed surface surface equipment common surface equipment string structured service vehicle wellsite connected drum wellsite surface rotation drum raise lower string drum disposed service', 'service truck stationary platform service truck stationary platform contain surface equipment string elongated electronic schematically string measuring characteristic formation core formation string additional relative implementation wellsite data', 'data surface equipment control electronics string controller remote computer communication equipment equipment data computer distributed computer collected data information distributed human wellsite operator locally remotely data individually', 'combination perform data processor capability acoustic ultrasonic data related evaluation cement formation computer run processor string surface equipment utilize data received controller transmit control operative string tangible storage medium', 'medium controller string surface equipment external tangible storage medium storage medium known storage media magnetic disk optically readable disk flash memory readable kind remote storage communication link illustrate wellsite respectively convey', 'convey borehole consistent utilize conveyance convey borehole coiled tubing tough logging additionally construction consistent identify depositional facies complex reservoir multiple clustering combined machine learning learning predict depositional', 'sedimentary facies heterogeneous affected diagenesis nonlinear relationship geological facies log conventional clustering accurate challenge identify original sedimentary depositional facies prior unresolved depositional facies affected diagenesis', 'time resulting reservoir rock depositional facies straightforward conventional training successful depositional facies prediction sedimentary depositional facies prediction data preparation unsupervised learning probabilistic data preparation', 'normalization facies border removal handling missing data balancing unbalanced data handling simultaneous learning clustering suite available identify training best core depositional facies b define optimum log combination entail clustering define', 'define optimum log combination optimal best match type formation unsupervised clustering equivalent optimum b input define entail unsupervised select best input define type formation comparison core depositional facies regarding frequency', 'frequency stratigraphic thickness likely assign sedimentary facies tested heterogeneous carbonate depositional facies performance depositional facies data facies prediction classes sedimentary facies depositional facies lithology facies core data', 'core data implementation data management preparation log inclusion optimization clustering combined data management preparation log inclusion optimization clustering unsupervised data management preparation depth matching data normalization outlier', 'outlier handling missing data handling balanced data distribution inclusion experimentation increase performance data management preparation optional known data preparation instead addition depth matching log gamma ray log log core facies core log', 'core log accurately image available depth matching objective losing information extracted log sampling rate data correspond log vertical resolution data normalization outlier handling calculated range normalization normalization linear logarithmic', 'permeability resistivity extreme bias normalization percentile measurement studied data percentile consider normalization data respective data linear logarithmic scale missing data handling missing data correspond absent given depth absence absent', 'absent percentage data training data significantly affecting accuracy training model absence measurement log result entire data training lose information carried missing data handling missing log measurement log reconstructed learning depending type', 'type measurement determined empirical balanced data distribution noted training minimize overall error relative proportion core facies predict critical avoid statistics modeling unbalanced data corrected weighted average learning data corrected', 'corrected weighted average raw data performance evaluate weighted accuracy modeling log inclusion optimization training best core depositional facies optimum input combination context term desired output label predictive derived statistics known', 'known learning run simultaneously suite predict core facies clustering random forest neural network nave validation protocol model trained k x x repeated k times chance training data testing data performance accuracy median mean variance average k', 'average k repeated showing accuracy median dashed line maximum minimum clustering random forest neural network nave k nearest predict facies related thereto confusion matrix random forest clustering confusion matrix nave clustering confusion matrix', 'matrix neighbor clustering confusion matrix correct facies label core facies true label visualize performance confusion column confusion matrices class row original facies correct diagonal easy visually inspect matrices prediction outside diagonal', 'diagonal facies matrices optimum combination input optimum learning reducing dimension input substantially aid discriminating depositional facies elbow accuracy test combining log data combination highest score discriminate depositional facies score', 'score clustering unsupervised optimum combination assign core depositional facies optimum clustering technique consequently run unsupervised mode optimum combination optimum gap statistic al gap value point dispersion uniform actual point dispersion', 'optimal read gap statistic plot optimal thirteen seventeen simple model sufficient cluster data seventeen case data clustered maximum classes classification core depositional facies classification statistics probability rule occurrence rule', 'rule thickness rule stratigraphic position rule likely pattern occurrence rule probability cluster depositional facies matrix percentage probability cluster match core facies probability cluster automatically core facies probability selected', 'selected threshold threshold cluster core facies threshold thickness stratigraphic position likely pattern applied thickness rule applied facies thickness data automatically assigned depositional facies thickness stratigraphic rule applied formation', 'formation divided stratigraphic depositional facies statistics depositional facies distribution run stratigraphic probability cluster match core facies weighted depending stratigraphic cluster x probability correspond facies f probability correspond', 'f stratigraphic interval f absent considering data x probability classified f f likely pattern rule statistically significant core depositional facies facies better chance contingency table core depositional facies exact test evidence pattern exact', 'exact test null hypothesis appearance core depositional facies independent odds ratio contingency table likelihood null hypothesis odds ratio extreme contingency table cluster x facies f probability correspond facies f probability correspond f', 'f sequence seen entire data likely pattern x probability classified f f isolated correspond core depositional facies correspond depositional facies training core facies isolated high comparatively depositional facies small thickness stratigraphic', 'position applied depositional facies performance test run final score depositional facies model entail clustering define optimum log combination optimal match best type formation unsupervised selected best input define type formation applied match', 'match facies view occurrence thickness layer schematic view implementation execute implement implement personal personal digital assistant entirety apparatus environment conjunction sedimentary facies prediction instead wellsite surface equipment', 'equipment surface equipment surface equipment surface equipment processor processor processor local memory execute program code local memory memory processor execute implement local memory program computer program code executed processor controller', 'control surface equipment perform processor operable local environment digital signal gate multicore processor architecture processor communication main memory bus communication main memory volatile memory nonvolatile memory volatile memory memory', 'memory ram static ram dynamic ram dram synchronous dram dram ram nonvolatile memory memory flash memory memory memory control access volatile memory nonvolatile memory interface circuit interface circuit standard interface universal serial bus gio', 'bus gio interface wireless interface cellular interface interface circuit graphics driver card interface circuit communication network interface card facilitate exchange data external network connection digital subscriber line telephone line coaxial', 'coaxial cable cellular telephone satellite input connected interface circuit input permit user enter data utilization processor input keyboard mouse scanner voice recognition output connected interface circuit output display liquid crystal display', 'display diode led display cathode ray tube display output instead printer speaker mass storage data mass storage connected interface circuit bus mass storage floppy disk drive hard disk drive compact disk drive digital versatile disk drive program', 'program code mass storage volatile memory nonvolatile memory local memory removable storage medium mass storage volatile memory nonvolatile memory local memory removable storage medium tangible storage medium accordance hardware circuit chips', 'chips execution processor case implementation provided computer program product computer readable medium storage structure computer program code execution processor view entirety person recognize machine learning sedimentary facies prediction', 'acquired borehole clustering borehole borehole log inclusion optimization selection clustering type considered clustering classification core depositional facies data management clustering data management depth matching depth matching measurement', 'log core facies core log image data management clustering data management data normalization outlier handling data normalization outlier handling calculated percentile measurement data management clustering data management missing data handling', 'handling missing data handling absent percentage data missing data handling instead log learning computation empirical data management clustering data management balanced data distribution balanced data distribution correcting unbalanced data', 'data weighted data management clustering data management depth matching data normalization outlier handling missing data handling balanced data distribution depth matching measurement log core facies core log image data normalization outlier', 'outlier handling calculated percentile measurement missing data handling absent percentage data missing data handling instead log learning computation empirical balanced data distribution correcting unbalanced data weighted log inclusion', 'inclusion optimization identify clustering best core depositional facies optimum input combination cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output', 'output best clustering comparison clustering delineate unsupervised mode gap statistic operation occurrence rule thickness rule stratigraphic position rule likely pattern rule occurrence rule probability cluster depositional facies probability', 'threshold thickness rule applied facies data automatically depositional facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule', 'rule assign statistically significant core depositional facies prediction running performance test generating final score depositional facies model machine learning sedimentary facies prediction acquired borehole clustering borehole borehole log', 'log inclusion optimization selection clustering type considered clustering classification core depositional facies data management preparation data clustering data management preparation depth matching data normalization outlier handling missing', 'missing data handling balanced data distribution depth matching measurement log gamma ray log core facies core log image data normalization outlier handling calculated percentile measurement missing data handling absent percentage data missing data', 'data handling log learning depending type measurement computation empirical balanced data distribution correcting unbalanced data weighted log inclusion optimization identify clustering best core depositional facies define optimum input combination', 'cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output best clustering comparison clustering delineate unsupervised mode gap statistic operation', 'operation occurrence rule thickness rule stratigraphic position rule likely pattern rule occurrence rule probability cluster depositional facies probability threshold thickness rule applied facies data automatically assign depositional facies', 'facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule assign statistically significant core depositional facies prediction', 'running performance test generating final score depositional facies model foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader', 'reader quickly ascertain nature technical interpret limit meaning']	87	[37, 34, -1, 40, 40, 37, 37, 34, -1, 40, 40, 37, 37, 34, -1, 40, 40, 37, 7, -1, 0, -1, 0, 0, -1, -1, -1, -1, 14, -1, -1, -1, -1, -1, 14, -1, 37, -1, -1, 40, 37, 34, 34, 34, -1, -1, -1, 40, 28, -1, -1, -1, -1, -1, 37, 37, 37, -1, -1, 37, 40, -1, -1, 14, 14, 6, 6, 14, 14, -1, -1, 34, 34, 34, 34, 40, 40, 37, 37, 34, 34, -1, 40, 37, 37, 16, 16]	['facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'facies rule depositional stratigraphic probability thickness likely core sedimentary cluster pattern applied prediction threshold divided automatically occurrence statistically clustering assign', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.07465880130049227, 0.005027064905673519, 0.09912731447028206, 0.11226918322650917, 0.010727487427548834, 0.0018968134203725493, 0.007928633181161193, 0.020983271152611536, 0.008694476711271219, 0.007128771075454308, 0.007634196147878084, 0.002358355871572995, 0.0018207774184431876, 0.0039047905136335038, 0.00499325054561984, 0.004348467351537942, 0.007818695831044789, 0.0020955169923708348, 0.005317669658011865, 0.0054164212903868485, 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0.31418806314468384, 0.8354915976524353, 0.2774922549724579, -0.09976642578840256, -0.17229367792606354, -0.13213592767715454, -0.05150855332612991, -0.4098287522792816, -0.4823376536369324, -0.29215896129608154, -0.33892539143562317, 0.13729172945022583, 0.3799693286418915, -0.09105115383863449, -0.2939682602882385, -0.07415258139371872, -0.03423581272363663, -0.11542730033397675, -0.3054160475730896]	[-0.69301504 -0.2923381 0.368742 ... 0.0103188 0.22349446 -0.38126722]	['16_spirit_person_appreciate_depart', '6_network_wireless_interface_display', '34_log_handling_outlier_missing', '7_bound_lower_multiplex_variation', '37_facies_rule_depositional_stratigraphic', '14_memory_storage_media_random', '28_learning_training_trained_phase', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '40_clustering_best_depositional_facies']	coarse ascertain optimization label relevance port surface prolongation processor percentage bound sleeve readable basis iteration prediction information flow operation computation convolutional perturbation depth given removable unsupervised switch card drive local mobile display calculated memory spirit meaning missing thickness magnetic string disk network foregoing telephone block interface data drilling storage original random comply balanced operable appreciate gamma pump drill torque statistically phase control nonvolatile depart percentile equivalent computer reduced occurrence assign quickly applicant abstract mode statistic facies sedimentary approximately depositional piston stratigraphic limit handling machine multiplex valve circuit communication probability understand typicality applied sat stated running volatile log interpret truth model vibration graphics eccentric likely preparation variation clustering bus learning tape rotary dry define semiconductor production input divided area equipment flash reservoir threshold lower disclosed core fluid active trained floppy management ray optimum output ram casing bit printer pool time fitting medium training media best wired controller combination normalization unlabeled matching automatically access cellular outlier pattern solution cluster speed inspection mud inclusion preceding satellite realize position person wireless reader neural rule outlet loop formation absent	pretraining wirelessly optimization cache algorithm lithology prolongation processor cell prediction stochastic filtering reduction designing minimization approximate teaching hydraulic mobile electronic memory communicating matrix magnetic cement foregoing computational drilling pipe comply probe pump determined drill optimal accelerometer statistically login convergence computer reduced sedimentary geologic depositional piston stratigraphic valve extract redirect log porosity solver exemplify variation learning semiconductor logarithmic seismic inventive borehole synchronization hardware trained optimum multicore geological chips learner configure intention learn practical synchronize training reduce best wired rock combination router cellular tubing slide brief cavity wireless reducing oil empirical predictive	optimization label port prolongation readable prediction flow convolutional depth unsupervised switch card local mobile memory spirit missing string thickness magnetic network foregoing telephone interface drilling original comply operable gamma pump torque statistically nonvolatile percentile depart computer reduced assign occurrence quickly applicant abstract statistic facies sedimentary depositional stratigraphic multiplex typicality sat running log model vibration eccentric graphics clustering learning rotary bus dry semiconductor input equipment flash reservoir disclosed trained management ray optimum ram casing pool printer media best controller normalization unlabeled automatically pattern outlier speed inspection mud preceding satellite wireless reader neural formation	coarse optimization relevance surface percentage bound information operation convolutional perturbation unsupervised switch card local mobile display memory spirit meaning string thickness magnetic disk network foregoing interface data drilling storage random operable appreciate pump drill phase percentile depart equivalent abstract facies sedimentary depositional stratigraphic handling machine multiplex probability volatile log interpret model vibration eccentric likely variation clustering learning dry area flash reservoir lower core fluid active management pool time fitting printer medium training media best normalization matching access outlier cluster speed inspection inclusion position person wireless reader neural rule outlet formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Active Learning Framework for Convolutional Neural Network Training with Relevance Inspection and Pool Labeling', 'Unsupervised Clustering Optimization for Core Depositional Facies Identification and Classification', 'Stratigraphic Depositional Facies Prediction Rule Applied Using Weighted Probability Cluster Matching', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Data Preparation and Management for Borehole Logging and Core Analysis Handling Outliers and Missing Values', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['active learning framework provided machine learning operate training phase active learning phase iteration training phase machine learning trained pool active learning phase machine learning generate metrics control sampling unlabeled newly added', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'inclusion optimization identify clustering best core depositional facies optimum input combination cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output', 'position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule statistically significant core depositional facies machine learning sedimentary facies prediction', 'facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule assign statistically significant core depositional facies prediction', 'training phase active learning phase iteration training phase machine learning trained pool iteration active learning phase machine learning trained previous iteration training phase generate metrics control sampling selection unlabeled selected', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'facies prediction acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log', 'selected unlabeled ground truth ground truth newly added pool iteration training phase machine learning relevance learning inspection primary learning typicality learning relevance learning computation model trained generate relevance score', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'threshold thickness rule applied facies data automatically depositional facies thickness stratigraphic position rule applied formation divided stratigraphic depositional facies weighted probability cluster matching core facies likely pattern rule', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence rule thickness', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'facies optimum input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US10316653B2'	'Method for calculating and displaying optimized drilling operating parameters and for characterizing drilling performance with respect to performance benchmarks'	['E21B49/003', 'E21B44/00', 'E21B47/00']	['Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by analysing drilling variables or conditions', 'Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions', 'Survey of boreholes or wells']	2014-11-11T14:00:00Z	['Wayne Kotovsky', 'Oney Erge', 'Chunling Gu Coffman', 'John Christian Luppens', 'Ginger Hildebrand', 'Rustam Isangulov']	['Schlumberger Technology Corp']	['drilling drilling operating drilling response computer initial relationship drilling operating drilling response determined drilling drill subsurface drilling operating drilling response measured drilling computer range optimum value drilling', 'drilling response drilling response determined computer display drilling operating drilling response computer drilling drilling operating drilling operating controllable drilling operator computer initial relationship drilling operating drilling', 'drilling response parameter value drilling response parameter initial relationship drilling operating measuring drilling operating value drilling response parameter drilling measured value drilling response parameter value drilling response', 'response parameter relationship drilling response parameter drilling operating comparison computer relationship range maximum optimum value minimum optimum value optimum value drilling response parameter maximum value equal optimum value range', 'range optimum value drilling operating relationship computer generating display drilling operating drilling response parameter computer optimum generating display optimum selected distance end bore operating drilling maintain drilling operating', 'operating substantially displayed optimum value drilling end bore operating drilling maintain drilling operating substantially displayed optimum value measuring time drilling outside range drilling operating parameter range drilling operating', 'operating parameter substantially optimum value drilling operating parameter drilling operating axial force applied drill bit rotational speed drill bit rate drilling fluid drill string configuration hole hydraulic drilling fluid drilling response', 'response parameter selected group rate axial elongation trajectory drilling fluid torque applied drill string drill bit drill string vibration rate transport drill surface measured trajectory trajectory measured trajectory trajectory corrective', 'action deviation measured trajectory trajectory selected threshold data proximate nearby data formation composition depth drilling operating parameter depth drilling response parameter depth alarm indicator measured drilling operating parameter', 'parameter drilling response parameter outside respective range corrective action applied measured drilling operating parameter drilling operating parameter drilling response parameter return respective range measuring time stopping drilling make', 'make connection drill string connection time make connection time end connection drilling bore measuring time stopping drilling make connection drill string connection time make connection time end connection drilling bore connection measured times', 'times times connection data proximate nearby proximate bore data formation composition depth drilling operating parameter depth drilling response parameter depth corrective action applied measured drilling operating parameter drilling operating', 'operating parameter drilling response parameter return respective range measuring time stopping drilling make connection drill string connection time make connection time end connection drilling bore measuring time stopping drilling make connection', 'drill string connection time make connection time end connection drilling bore connection measured times times connection drilling optimization processor medium executed processor causing drilling optimization perform drilling operating drilling', 'drilling operating controllable drilling operator initial relationship drilling operating drilling response parameter value drilling response parameter initial relationship drilling operating measuring drilling operating value drilling response', 'response parameter drilling measured value drilling response parameter value drilling response parameter relationship drilling response parameter drilling operating comparison relationship range optimum maximum value minimum value optimum value', 'value drilling response parameter maximum value equal optimum value range optimum value drilling operating display signal communication processor display drilling operating drilling response parameter range optimum calculating optimum operating', 'operating display optimum selected distance end measuring time drilling outside range drilling operating parameter range drilling operating parameter substantially optimum value drilling operating parameter drilling operating axial force applied', 'applied drill bit rotational speed drill bit rate drilling fluid drill string configuration hole hydraulic drilling fluid drilling response parameter selected group rate axial elongation bore bore trajectory drilling fluid torque applied drill', 'drill string drill bit drill string vibration rate transport drill surface bore measured bore trajectory bore trajectory display measured trajectory trajectory corrective action deviation measured trajectory trajectory selected threshold generating', 'alarm indicator communicating alarm indicator display measured drilling operating parameter drilling response parameter outside respective range related applicable statement regarding federally research development applicable background generally', 'generally field construction subsurface particularly automatically calculating drilling personnel drilling operating optimize drilling characterize drilling performance performance drilling subsurface string drill pipe drill string drilling similar', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'leaves drill string drill bit surface annular wall exterior drill string mud drill bit drill surface hydrostatic mechanically stabilize prevent fluid entering permeable exposed mud create impermeable barrier filter cake exposed lower fluid', 'fluid hydrostatic mud annular mud flow substantial drilling drilling operating context term drilling operating controllable drilling operator personnel nonlimiting axial force weight drill string suspended drilling applied drill bit rotational speed', 'speed drill bit rate drilling fluid drill string rotational orientation drill string rotate drill bit result drilling operating foregoing rate trajectory path result measured drilling fluid point entry drill string proximate thereto standpipe', 'standpipe foregoing nonlimiting drilling response known drilling operating international publication rate penetration drilling geological formation gathering drilling data equivalent density data calculating standard deviation data calculating', 'maximum tolerable calculated deviation rate penetration drill string maximum tolerable drilling rate penetration control rate penetration drill string maximum tolerable drilling bit rate penetration drilling substantially continuously determine', 'determine optimum weight bit achieve optimum bit rate penetration measured weight bit optimum weight bit measured change drilling determination optimum weight bit international publication apparatus mechanical drilling operation optimization', 'mechanical energy mechanical energy determine mechanical energy automatically drilling operational function determined mechanical energy drill string drill pipe hole drill bit hole evaluation physical drilling calculate mechanical energy data', 'data determine subsequent mechanical energy international publication drilling performance drill bit penetrating subterranean formation data regarding drilling ongoing drilling drilling data mechanical energy normalization value value calculating', 'drilling vibration score drilling drilling operating drilling response computer initial relationship drilling operating drilling response determined drilling drill subsurface drilling operating drilling response measured drilling computer range', 'range optimum value drilling response drilling response determined computer display drilling operating drilling response computer follow brief file executed color publication color provided office request payment fee drilling measurement flow chart', 'chart showing calculating optimum drilling operating actual drilling operating rotating drilling flow chart showing calculating optimum drilling operating actual drilling operating sliding drilling drilling motor steerable motor chart computer', 'computer calculate optimum drilling operating resulting drilling response flow chart calculating drilling operating computer display computer drilling personnel assist selection optimum drilling operating display computer actual drilling performance', 'selected performance criteria display similar slide drilling steerable motor flow chart calculating optimum operating additional pipe drilling drill string connection display computer performance indication display computer actual connection', 'performance selected performance criteria computer connection simplified view drilling measurement drilling measurement drilling onshore offshore drilling measurement formed subsurface rotary drilling manner known substantially straight vertically', 'directionally selected trajectory subsurface drill string suspended hole drill bit lower distal end surface drilling measurement platform derrick positioned platform derrick rotary table kelly hook rotary swivel suspend axially rotate drill string', 'string drilling operation drill string rotated rotary table kelly upper end drill string rotational speed rotary table rotational speed drill string measured rotational speed sensor signal communication computer surface logging recording control', 'control drill string suspended fin hook attached traveling block kelly rotary swivel rotation drill string relative hook rotary table known drive instead rotary table kelly swivel rotary drilling fluid mud tank pit disposed site pump drilling fluid', 'fluid tank pit interior drill string port swivel drilling fluid flow downwardly drill string directional arrow drilling fluid interior drill string drill string drill bit upwardly annulus region outside drill string wall borehole directional known', 'known manner drilling fluid drill bit formation drill bit surface drilling fluid returned pit cleaning recirculation drilling fluid leaves pump measured sensor communication discharge pump position connection pump discharge upper end drill string', 'string sensor signal communication computer forming surface logging recording control drill string typically proximate distal end measurement drilling module logging drilling module term module applied mean single instrument suite multiple single', 'single modular steerable hydraulically drilling motor known drill bit distal end drill logging measuring information communicating surface equipment module limitation nuclear magnetic resonance logging nuclear logging resistivity logging acoustic', 'acoustic logging dielectric logging measuring information communicating surface equipment surface logging recording control module drill collar contain measuring drill string drill bit module measuring axial load sensor torque sensor vibration', 'vibration sensor shock sensor sensor direction measuring inclination geomagnetic geodetic direction sensor collectively di package module apparatus generating electrical power electrical power module supply power module foregoing apparatus generator', 'generator alternator powered flow drilling fluid electrical power battery supply power drilling measurement torque sensor proximate surface torque sensor sub disposed proximate drill string communicate wirelessly computer surface logging recording', 'recording control torque sensor current sensor electric motor drive rotary table axial load weight hook measured sensor strain gauge sub hook elevation sensor elevation hook moment time hook elevation sensor acoustic laser distance measuring sensor', 'sensor hook elevation time determine rate axial movement drill string hook elevation sensor rotary winch drum extend retract drill line raise lower hook clarity rate movement rotational speed rotary table correspondingly drill string torque axial', 'axial loading weight surface module operation sensor disposed drilling measurement surface logging recording control surface logging recording control context processor logic suitable circuit capable tangible media memory random access memory hard', 'hard drive optical disk flash memory correspond carrying drilling operation data received surface inversion obtain desired formation drilling measurement surface logging recording control computer previously torque sensor sensor sensor hook', 'hook elevation sensor signal communication wirelessly electrical cable surface logging recording control foregoing flow chart implementation calculating optimum drilling operating drilling response measuring actual drilling operating drilling', 'drilling response calculated measured actual performance optimization performance flow chart rotating drilling drill string drill bit lower end rotated surface selected rotated drilling motor hydraulic motor optimum drilling operating calculated', 'input computer perform limitation formation mineral composition mechanical nearby offset drilling available offset data schematic profile target length section size section cased cased hole section effect open information calculate torque drag', 'drag drilling fluid hydraulics open hole section hole configuration mechanical drilling disposed proximate lower end drill string trajectory fluid drilling fluid mud profile calculated computer profile represent depth optimum drilling operating', 'operating drilling response profile computer generate display drilling personnel profile computer comparator function rotating drilling drilling operating drilling response measured measured comparator displayed analysis flow chart similar', 'similar implementation slide drilling slide drilling holding drill string fixed surface motor rotate drill bit slide drilling typically steerable drilling motor bend motor housing direction plane maximum angle housing bend known angle slide drilling', 'drilling trajectory turn direction angle adjustment trajectory design calculation optimum drilling operating drilling response entry comparator similar addition calculating optimum trajectory change actual trajectory closely trajectory design plan', 'plan optimum rotational orientation angle steerable drilling motor adjust trajectory measured drilling operating response inclination geomagnetic geodetic azimuth rotary orientation drill string consequently angle steerable drilling motor', 'motor measurement data comparator computer display substantially rotating drilling calculating optimum drilling operating drilling response better drilling operating response function drilling optimization f lith wob hydraulics hole cleaning', 'cleaning trajectory bit vibration equipment foregoing selected drilling optimization f optimum rate penetration rate axially elongated derived information input computer general c c c c c c c c c c c variable lithology wob measured surface drill bit', 'drill bit end drill string rotated drill string surface bit rotated drilling motor drill string mud hydraulics viscosity filtrate loss rate density cleaning drill transport indicator trajectory configuration hole term mean drill measurement drilling', 'drilling logging drilling disposed tubular outside diameter drill pipe configuration drill bit drill string vibration characterization vibration characterization surface wob torque module measure acceleration selected represent physical drilling', 'drilling motor applicable torque weight subsequent geologic area available nearby offset data geologic area estimate initial geologic area cumulative data computer initialize contemporaneously theoretical parameter theoretical parameter determine', 'determine maximum minimum current parameter maximum minimum determined theoretical current measurement maximum minimum vibration parameter determined drilling operation current vibration parameter wob torque lithology information offset drill string', 'string drilling formation evaluation sensor log available therefrom related lithology input parameter information concerning formation hardness compaction computer information determine model similar rest parameter determined determination depend', 'depend data related parameter available computer computer initialize simpler given data minimum maximum calculated measured value actual drilling better match measured better drilling measured wob determine sensitivity change wob change similar', 'similar approach rest better determine dependency parameter foregoing theoretical offset computer calculate minimum desirable value maximum desirable value optimum value substantially minimum desirable value established minimum optimum range', 'range parameter extended foregoing determination maximum desirable actual drilling calculation flow chart wob weight drilling torque inclination angle azimuth foregoing obtain foregoing offset information available offset information computer', 'computer computer offset data calculate calculating publication al foregoing predict selected axial distance axial position drill string history current parameter parameter start minimum maximum calculated algorithm monte multiple linear regression', 'determine change calculate minimum desirable maximum desirable optimum range calculated range optimum value depth selected depth interval computer generate display actual measured drilling calculated optimum adjust minimum maximum optimum calculated', 'actual measured display drilling personnel drilling operating closely match calculated foregoing calculating optimum therefrom account optimum maximum obtainable drilling disclosed background section continuously wob continuously drilling maintain', 'maintain calculated wob drilling result excessive deviation trajectory excessive vibration leading drilling failure result drill string stuck insufficient transport drill surface pack calculate optimum selected depth interval entire similarly', 'similarly drilling operating drilling fluid rate similarly optimum drilling response calculated display computer drilling operator driller optimum drilling operating result optimum rotary drilling display plot range measured driller adjust drilling', 'drilling operating maintain measured range preferably optimum displayed weight drill bit wob drill bit rotation speed drilling fluid flow rate displayed calculated lower upper threshold displayed range measured point symbol measured value upper', 'upper threshold lower threshold indication provided display adjust parameter fall range lower upper measured parameter value range change action displayed alarm indicator drilling operating drilling response outside calculated range event display', 'display alarm corrective action driller range parameter return range alarm corrective limitation offset hole cleaning increase increase flow rate b offset severely low wob increase wob c offset high vibration vibration parameter stay range offset', 'offset formation change approaching e offset range loss circulation stay range reducing wob performance display appropriate personnel construction length time drilling mud active criteria occur limitation time optimum total drilling time drilling', 'drilling time outside range time drilling operating parameter outside display similar slide drilling steerable drilling motor display substantially display azimuth geomagnetic geodetic direction plot polar measured azimuth azimuth clearly meant', 'meant serve limit drilling operating drilling response displayed consistent flow chart optimum drilling operating measuring drilling operating connection drilling connection joint stand drill pipe drilling drill string computer computer generate', 'generate drilling drilling operating drilling computer sensor data calculated computer moment time drilling operating computer actual suitable display provided driller actual drilling operating selected closely match calculated optimum display case', 'case connection operation prior drilling trajectory directional survey quality survey determined automatically computer display display computer drive display provided suitable personnel construction display connection time cessation operation', 'operation drilling mud initiation segment drill string time segment connection drill string time completion connection resumption drilling occur limitation measured torque applied connection optimum torque connection peak connection peak connection', 'measured lift drill string connection schematically accordance individual computer arrangement distributed computer computer analysis perform perform analysis module execute independently connected storage media connected network interface allow', 'allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b drilling location communication computer c data shore aboard processor processor module subsystem circuit gate array', 'array control storage media storage media note storage media computer storage media distributed multiple internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash', 'flash magnetic fixed floppy removable magnetic media tape optical media compact digital video storage note provided storage medium alternatively provided multiple storage media distributed large possibly plural storage medium media considered', 'article article manufacture article article manufacture refer single multiple storage medium media machine running remote site network execution combine additional configuration arrangement hardware combination hardware signal running functional', 'information apparatus general chips appropriate combination general hardware benefit appreciate depart disclosed attached']	89	[0, 0, -1, -1, 0, 0, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0, 0, 0, 0, -1, 20, 20, 14, 14, 20, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.3491663773960289, 0.004618341255999829, 0.08704013246739525, 0.04522879551057931, 0.007492609781489752, 0.0030009118299112432, 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-0.30603725]	['16_spirit_person_appreciate_depart', '20_computer_media_network_processor', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	node ascertain port surface processor sleeve readable information flow depth removable gate code drive memory spirit meaning magnetic string disk network foregoing block data drilling storage random comply operable appreciate pump drill torque control nonvolatile depart equivalent computer quickly applicant abstract piston limit valve understand stated volatile interpret model eccentric bus connected learning tape rotary semiconductor production communicate equipment flash reservoir disclosed module architecture fluid floppy ram perform casing bit time article note medium share media controller additional program access speed mud preceding analysis independently realize position person reader outlet formation	chips intention drilling server pipe practical comply cache exemplify pump multicore rock processor controller determined drill semiconductor computer seismic tubing designing inventive slide borehole teaching hydraulic geologic piston electronic recorder valve memory cavity communicating hardware oil technology magnetic cement foregoing configuration interface	drilling casing perform storage model eccentric article comply operable media pump port bus learning rotary controller additional torque semiconductor readable nonvolatile depart foregoing computer flow equipment quickly applicant depth flash abstract mud reservoir independently gate preceding memory disclosed spirit reader string architecture magnetic network formation ram	volatile drilling data perform storage random model time interpret eccentric article operable medium share appreciate media pump surface processor connected drill depart information equivalent foregoing computer access speed flash abstract reservoir analysis memory position spirit person reader meaning string fluid magnetic outlet disk network formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US11180975B2'	'Geologic structural model generation'	['E21B41/0092', 'G06F30/28', 'G01V20/00', 'E21B41/00', 'E21B49/00', 'G01V1/282', 'G01V1/345', 'G01V99/005', 'G06F30/20', 'G01V2210/62', 'G01V2210/643', 'G01V2210/663', 'G06F2111/10']	['Methods relating to program engineering, design or optimisation', 'Design optimisation, verification or simulation using fluid dynamics, e.g. using Navier-Stokes equations or computational fluid dynamics [CFD]', 'No data available', 'Equipment or details not covered by groups E21B15/00 - E21B40/00', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells', 'Application of seismic models, synthetic seismograms', 'Visualisation of seismic data or attributes, e.g. in 3D cubes', 'Geomodels or geomodelling, not related to particular measurements', 'Design optimisation, verification or simulation', 'Physical property of subsurface', 'Horizon tracking', 'Modeling production-induced effects', 'Numerical modelling']	2018-05-31T13:00:00Z	['Frantz Maerten', 'Julien Renaudeau', 'Emmanuel Malvesin']	['Schlumberger Technology Corp']	['spatially geophysical data geologic region acquired multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data rendering display structural', 'model geologic region multidimensional implicit function structural model stratigraphy geologic region spatially geophysical data geologic region acquired geophysical data seismic data indicative structural geologic region multidimensional implicit', 'implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data curvature minimization weighting output multidimensional implicit function multidimensional', 'geologic region generating structural model geologic region multidimensional implicit function multidimensional implicit function represent structural stratigraphic geologic region fluid flow geologic region computational simulator model structural', 'model smoothness constraint gradient constraint spatially smooth implicit function distance spatially weighted curvature minimization criterion curve implicit function weighting geologic region fault structural model layer layer thickness spatially', 'spatially vertical distance structural model property correspond geophysical geologic region geophysical data seismic data spatially picked picked graphical user interface display seismic image display seismic image geophysical data issuing signal', 'signal piece equipment equipment perform action geologic region action drilling action geologic region direction structural model processor memory operatively processor memory instruct receive spatially geophysical data geologic region acquired', 'acquired geophysical data seismic data indicative structural geologic region define multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical', 'data curvature minimization weighting solve output multidimensional implicit function multidimensional geologic region generate structural model geologic region multidimensional implicit function multidimensional implicit function represent', 'represent structural stratigraphic geologic region simulate fluid flow geologic region computational simulator model structural model smoothness constraint gradient constraint spatially smooth implicit function distance spatially weighted curvature', 'curvature minimization criterion curve implicit function weighting geophysical data seismic data storage media instruct receive spatially geophysical data geologic region acquired geophysical data seismic data indicative structural geologic region', 'region define multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data curvature minimization weighting solve output multidimensional', 'implicit function multidimensional geologic region generate structural model geologic region multidimensional implicit function multidimensional implicit function represent structural stratigraphic geologic region simulate fluid flow geologic region', 'region computational simulator model structural model storage media smoothness constraint gradient constraint spatially smooth implicit function storage media distance spatially weighted curvature minimization criterion curve implicit function', 'function weighting related priority benefit provisional ser incorporated background phenomena sedimentary basin mesh grid structural model data sedimentary basin basin stratigraphic data create structural model basin model basis analysis modeling', 'modeling pertain structural modeling structural spatially geophysical data geologic region acquired multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially', 'spatially spatially geophysical data rendering display structural model geologic region multidimensional implicit function structural model stratigraphy geologic region processor memory operatively processor memory instruct receive spatially', 'spatially geophysical data geologic region acquired solve multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data render display', 'display structural model geologic region multidimensional implicit function structural model stratigraphy geologic region disclosed provided introduce selection identify key essential matter aid matter brief conjunction geological environment', 'convention model geologic region model geologic region plot section model model geologic region weighted curvature minimization criterion plot section model model geologic region model geologic region weighted curvature minimization criterion model', 'model geologic region best mode presently sense merely general phenomena sedimentary basin subsurface region ground surface water surface model structural model basin related exploration production natural place drilling forecasting production', 'structural model basis building model numerical technique numerical technique grid represent geologic environment structural model assist properly grid numerical structural model mesh times grid structural model analysis optionally creation grid', 'grid numerical solver consider structured grid reduce computational numerical numerical technique finite difference differential heat spatial approximate time derivative time provided spatial numerical technique rely spatial grid provided node heat', 'node heat boundary generation apply multiple applied multiple grid volume elementary grid assigned porosity rock type germane physical fluid flow reservoir compaction numerical technique consider finite dimensional multidimensional spatial dimension', 'dimension positioned spatial multiple spatial consider represent finite define triangular higher multidimensional quadrilateral polygonal grid grid numerical technique finite volume finite volume model calculated discrete grid node grid finite', 'finite volume surrounding finite volume apply divergence theorem evaluation finite volume flux entering given finite volume leaving adjacent finite adhere conservation finite volume grid define grid sedimentary basin subsurface region stratigraphic', 'mesh grid represent assigned consider structural model model serve basis formation grid represent sedimentary basin stratigraphic sequence sedimentary basin sedimentary grouped stratigraphic variety approximate represent time place stratigraphy', 'framework sequence stratigraphy applied similarity lithology rock mesh conform structural salt geological fully capture complexity geological model mesh optionally conform stratigraphy addition geological geological model model mesh property general', 'general relationship exist node spacing phenomenon phenomena scales exist geologic environment molecular scale approximately approximately pore scale approximately approximately bulk continuum approximately approximately basin scale approximately', 'approximately mesh selected type phenomenon phenomena select appropriate spacing grid spacing basin span approximately vary smaller data involved building initial mesh model mesh optionally response model output time physical phenomena additional', 'data data depth thickness fault timing seismic electromagnetic gravity outcrop log data data depth thickness stemming facies management manage geologic environment environment sedimentary basin reservoir management allow direct indirect management', 'drilling geologic environment turn information geologic environment available feedback optionally input management management seismic data additional information data attribute analysis visualization operation seismic data information provided input', 'input rely earth geological virtual actual physical reconstructed data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data operate conjunction framework framework', 'framework framework classes facilitate modeling framework net framework wash extensible classes net framework class module code data classes program script borehole classes define data information conform attribute library occur prior input consider', 'consider perform input information attribute geologic environment simulate behavior geologic environment responsive natural artificial analysis visualization allow interaction model output input simulator eclipse reservoir simulator intersect', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'improving asset team productivity framework reservoir develop collaborative integrate streamline framework considered considered data input modeling management operate framework environment framework environment ocean framework environment', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'framework model layer petrel package ocean framework petrel considered petrel framework model building visualization model model layer domain act data source rendering user rendering graphical environment display data user common look feel user', 'feel user interface domain entity property optionally entity geometrically represent property property data display entity represent property log information version information display information display model data data data generally physical', 'physical data storage physical accessible model layer model project project information completion modeling session user store project later time project model layer recreate relevant domain geologic environment stratification reservoir fault', 'fault geologic environment variety equipment communication receive transmit information information information equipment equipment acquire information assist resource recovery equipment remote site equipment storage communication store communicate', 'data provided data acquisition satellite communication network satellite additionally alternatively imagery spatial spectral temporal radiometric geologic environment optionally equipment substantially horizontal intersect consider shale formation', 'formation natural artificial hydraulic combination natural artificial reservoir laterally extensive lateral exist assessment assist develop laterally extensive reservoir equipment seismic analysis seismic data assessment perform operate data create', 'create data update data operate create editor creation editor selection petrel seismic data seismic ocean framework access module external executable code structural modeling building structural model structural model geologic environment structural', 'model prior construction grid structural model turn suitable numerical operate structural model input structural model data block surface block structural volume block block numerical block operational decision block data block data tops drill data', 'data seismic interpretation data outcrop interpretation optionally data geological knowledge surface block creation surface fault horizon optionally topological volume block creation volume boundary watertight model structured allow data data block', 'block create edit surface surface block create edit volume volume block surface block structural input block structural model provided optionally volume block numerical numerical block suitable structural modeling optionally numerical numerical', 'numerical block block prognosis reserve calculation stability assessment numerical block seismic velocity modeling seismic facies property interpolation flow geochemical proceed volume block numerical block block operational decision block proceed', 'proceed surface block block operational block consider structural model operational block seismic survey design rate adjustment trajectory completion decide explore develop abandon prospect data block tops drill hole data spatial localization', 'optionally surface dip interface geological subsurface discontinuity geological fault seismic interpretation data surface seismic reflection data media geological seismic wave velocity subsurface outcrop interpretation data optionally measured dip', 'dip geological geological earth surface geological knowledge data knowledge sedimentary evolution region structural model meshed geological horizon mechanical fault subsurface structural model information topological fault fault b fault b fault c', 'b fault c environment conformal unconformity geological surface disposed older younger older rock younger rock gap geologic record surface result hiatus deposition possibly combination erosion deformation faulting angular unconformity type', 'type unconformity separates younger strata eroded dipping older strata disconformity represent time nondeposition possibly combined erosion nonconformity separate overlying strata eroded older igneous metamorphic analysis interpretation locally', 'locally regionally globally analysis interpretation sequence stratigraphy thereon conformable surface conformable horizon surface horizon surface lower horizon upper horizon relatively common geologic history succession time environment intersect', 'intersect considered conformable adjacent lower upper older younger erosion act denude rock result physical chemical biological breakdown transportation erosion occur weathered rock transported wind water ice rock consider lower sequence eroded', 'eroded upper sequence eroded lower sequence boundary erosion conformable upper younger sequence erosion act truncate sequence surface subsequent optionally conformable manner type feature environment termination steeply dipping overlying strata', 'strata surface underlying strata lower seen base represent basin margin termination shallowly dipping younger strata steeply dipping older strata sequence stratigraphy occur transgression type considered lower strata lower boundary conformable', 'immediately older lower sequence given discontinuity exist boundary conformable older younger nonconformable exist environment intrusion structure formed known sediment injection consider parallel bedding cut bedding strata intrusion host strata', 'strata layer feed intrusion parent bed feature exhibit size scale range evidence feature exist core borehole image log seismic section outcrop aerial photograph satellite image depending size scale boundary numerical representation subsurface model', 'model partitioned closed geological fault individual boundary optionally internal fault structured grid volume elementary indexed pattern mesh volume elementary indexed pattern consider cube j k x z axes seismic velocity modeling calculation', 'velocity propagation seismic seismic velocity type seismic wave direction propagation wave seismic identification localization seismic physical facies property interpolation assessment type porosity permeability optionally coring interpolation', 'constrained log core data prior geological knowledge flow flow subsurface geological times context petroleum modeling trying predict presence quality oil undrilled formation exploitation hydrocarbon reservoir reservoir deformation boundary assess', 'assess compaction reservoir depletion porous deformable rock reservoir variety prediction reconstruction reservoir prior tectonic geochemical simulate evolution hydrocarbon formation composition geological history assess likelihood oil accumulation', 'subterranean formation exploring block prognosis type geological location reserve total ore subsurface environment proportion given economic technical stability assessment risk collapse underground stress operational decision block seismic survey', 'survey design place seismic optimize coverage quality collected seismic information cost acquisition rate adjustment injection production maximize recovery production trajectory designing trajectory maximize potential recovery production drilling', 'drilling trajectory proper tubing casing completion meet production injection reservoir prospect decision exploration context continue exploring start abandon assessment technical financial operational decision block execution control surveying rate', 'rate adjustment drilling trajectory implicit modeling implicit geological scalar property field implicit function background mesh additionally alternatively geological consider implicit modeling assist exploration production natural modeling', 'modeling geological vary spatially thickness employed model large basin scale deposition plot geologic environment convention employ implicit modeling analyze geologic environment control point formulation linear formulation pertain implicit', 'implicit function plot geologic environment input data related fault horizon geologic environment dip dip convention graphically convention dimensional orientation plane dip strike convention dip angle slope plane horizontal plane imaginary plane', 'plane measured vertical plane direction dip magnitude known angle azimuth known direction convention angle slope imaginary horizontal plane flat upper surface azimuth direction dipping plane given compass convention letter gamma letter phi', 'phi association implicit modeling feature convention strike orientation line intersection dipping plane horizontal plane consider flat upper surface imaginary horizontal plane additional related dip strike apply analysis depending orientation', 'collected data term true dip dip convention true dip dip plane measured directly perpendicular strike line directed northwardly strike angle maximum possible value dip magnitude term dip dip convention dip dip plane measured direction direction true', 'true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip', 'dip direction dip dip convention dip approximately parallel horizontal surface edge cutting plane strike direction observing dip true dip vertically orientation deviation relative determine true dip vector computation borehole deviation applied dip', 'dip term borehole relative dip dip r value true dip measured borehole calm sand body resulting relative sand body orientation convention convention analysis interpretation attribute model dip sedimentary bedding igneous metamorphic foliation seismic', 'seismic interpretation identify subsurface dip angle magnitude azimuth sedimentary bedding igneous metamorphic foliation angle azimuth represent generate model geologic environment geologic environment plot volume modeling input data plot generating', 'volume mesh tetrahedral mesh plot calculating implicit function represent stratigraphy optionally periodic map plot implicit function periodic horizon implicit function plot generating watertight model geological optionally subdividing model', 'model implicit function plot implicit function calculated geologic environment represent stratigraphy depositional seismic data borehole data tops correspond implicit function correspond isochronous geological sequence implicit function monotonous', 'function stratigraphic age geologic geological model building mesh goal build cross section model mesh watertight representation fault network implicit volume attribute stratigraphy built mesh cutting built mesh attribute generate volume', 'volume representation geological volume representation geological layer layer represent complex depositional geological optionally volume accounting timing fault activity optionally relationship deposition construction model locally mesh', 'mesh interpolation consecutive conformable control point formulation tetrahedral cell control point implicit function scalar field implicit function property attribute volume volume petrel framework volume attribute spatially represent implicit', 'implicit function linear formulation function f x z implicit function constraint function f input horizon surface known constant value h vertices cell column vector value h horizon younger horizon j h h j average thickness j h k h h h interpolation', 'note accept lower h younger constraint conformal sequence h vary monotonously age interpolation f background mesh surface tetrahedral mesh regular structured grid sense background mesh discontinuous interpolation discontinuous regularization', 'constraining smoothness fuzzy control point location interpretation h point interpretation point location node mesh interpolation numerical constraint expressed linear combination mesh tetrahedron tetrahedral cell interpretation point sum', 'point sum barycentric interpretation point cell interpretation point p horizon inside tetrahedron vertices barycentric b b b b sum barycentric approximately equal tetrahedron b b b b h refer control point cell control point formulation z matrix', 'z matrix vertices x z x z foregoing type interpretation interpretation interpretation improving performance regularization constraining smoothness constraining smoothness gradient combined weighted scheme constraining gradient mesh tetrahedron', 'tetrahedral cell arithmetic average weighted average topological weighting applied volume topological neighborhood face adjacency geometrically touching mesh sides fault topological mesh unsewn fault define mesh fault mesh fault mesh mesh n j', 'mesh n j tetrahedron formulate regularization constraint n j n j regularization constraint implicit function flat layer cake considered perfectly smooth regularization constraint targeted incorporated linear hard provided mesh control node data', 'node data force location tops control gradient control gradient orientation approach impose dip linear formulation formulation harmonic control point control point formulation gradient constant gradient matrix column node row constraint matrix', 'matrix column vector column vector index vertices mesh double index j cell index product vector column vector f nonzero appropriate consider control point gradient harmonic constraint graphic constant gradient constraint graphic graphic constrained', 'linear harmonic constraint topological common node graphic share common face constrained share common value gradient implicit function value regularization control interpolation implicit function constraining gradient implicit function linear square', 'square constraint gradient similar coincident mesh individual mesh gradient implicit function average neighboring geological translate minimization dip thickness individual horizontally minimization change relative layer vertically effects', 'effects minimization minimization impact resulting model counter effects splitting linear formulation splitting response input data seismic interpretation bore dip thickness exceed criteria consider criterion dip large variation dip geological', 'interface criterion thickness varied doubling thickness layer model schematically computation implicit function manner honor minimization misfit interpretation data regularization constraint ensure smoothness property implicit function volume mesh', 'mesh determined sparse linear linear formulation applied selected effort better constrain local dip geological layer constraining gradient implicit function solution square sense weighted square scheme act balance effects solution linear', 'linear regularization implicit interpolation account high frequency thickness high frequency spatial domain removing low frequency thickness data input data optionally prior interpolation implicit function appropriate implicit function approach', 'approach applied complex optionally independently fault applied implicit function conformable nonintersecting employ employ relaxation technique extraction technique relaxation technique extraction technique storage computer memory executable', 'computer network wired wireless graphics display interface wired wireless data provided storage access data data memory executed computer display graphical user display display touch screen display computer input input display input input mechanism', 'mechanism block diagram input block output block output implicit function stratigraphic property block input block fault input block horizon input block input block input thickness estimation block layer block background mesh block layer block', 'block thickness block thickness thickness estimation block computation block control point layer block output control control block mesh provided background mesh block control control block account regularization regularization constraint block', 'block given control point definable mesh calculating implicit function implicit implicit function calculation block receive control mesh vertices turn calculate implicit output block given calculated implicit stratigraphic property block extracted', 'extracted stratigraphic property iso surface extraction block extracted horizon surface horizon horizon surface block volume model model subdivision volume stratigraphic fault input block information sealed fault framework information horizon', 'horizon interpretation information mesh block mesh volume attribute interpolation block implicit iso surface extraction block subdivision block subdividing meshed volume extracted output block volume model meshed volume input block input block mesh', 'mesh block mesh block volume attribute interpolation block implicit function calculation block stratigraphic property block iso surface extraction block iso surface extraction block subdivision block subdividing meshed volume horizon horizon block', 'block output block volume model output block implicit function provided interpolation implicit modeling approach volume attribute implicit function volume attribute thickness proportion volumetrically filling implicit function correspond', 'stratigraphic age implicit function volumetrically filling tetrahedral mesh structured building tetrahedral mesh type mesh carrying implicit function mesh generator affecting considered internal mesh generation border match fault resulting mesh', 'mesh implicit function tetrahedral mesh density mesh spatial resolution implicit function higher density shell proximate data maximize degree freedom interpolation near data mesh adaptation vertical resolution higher areal resolution better capture', 'capture thickness resulting mesh built mesh implicit function tetrahedral mesh interpolation linear formulation tend minimize misfit interpretation data minimize dip thickness generating individual implicitly value implicit function individual known', 'known algorithm resolution resulting surface higher approximately equal local resolution tetrahedral mesh volume modeling approach consistent zone model model geological zone model individual geological layer seen interval implicit function given', 'given value implicit function determine layer arbitrary point arbitrary correspond mesh supporting implicit function tetrahedral mesh intersect geological construction intersection correspond built cutting tetrahedral mesh implicit function cutting', 'cutting volume produce cutting volume produce cutting volume noted implicit determination intersect volume modeling approach sensitive complexity fault network conformable belonging common conformable sequence simultaneously implicit approach', 'approach conformable common implicit attribute approach avoid crossing conformable volume modeling approach conformable constrain geometry conformable belong common sequence constrained geometry volume modeling approach applied data sparse consider', 'consider data tops seismic data globally data volume modeling approach geometry horizon volume attribute volume represent stratigraphic age relative age formation mesh account geologic environment output model volume filling watertight sealed create', 'create reservoir model conformable sequence conformable sequence basis belonging common conformable sequence simultaneously iteratively topology volume mesh control extent volume interpolation continuity implicit function consistent geological style', 'style deposition eroded building background mesh background volume mesh volume size sufficient approach estimation structural mathematical mechanical rigid structural model approach intersection truncation advanced uncertainty assume contact', 'contact structural result interpretation uncertainty human interpretation uncertainty machine interpretation uncertainty approach allow capture view uncertainty spectrum spectra realistic geologic environment mesh generation block implicit function', 'function solution block approach mesh block implicit function block implicit function block calculating implicit function mesh mesh block approach implicit function identify define structural geologic region acquire geophysical data implicit', 'implicit function calculated geologic region increase accuracy implicit function accuracy structural model geologic region reception block input block calculate implicit function output block model implicit function characterization block reservoir', 'reservoir render block rendering reservoir display issuance block issuing instruction perform field action field equipment perform field action reservoir structural accurately model block weighted curvature minimization criterion spatially data', 'data smoothness criteria criterion allow increase gradient implicit function neighborhood spatially data point approach help reduce inaccurate implicit function geologically unrealistic model geologic region fault black line relatively planar', 'planar additionally model implicit function closed implicit function data acquired geologic region erroneous decrease model accuracy decrease accuracy decrease accuracy characterization geologic region reservoir fluid produced implicit function', 'function calculation block input block data acquired geologic environment horizon interpretation seismic data seismic data display image graphical user interface mark image horizon interface seismic reflection contact rock seismic velocity density', 'density porosity fluid content picked horizon point correspond interface seismic energy reflected received sensor transform reflected energy digital data raw seismic data seismic energy amplitude time interpretation model building thereon', 'thereon stratigraphy event stratigraphy correlation sedimentary marker event represent synchronous time consequence separate older sequence younger sequence event stratigraphy marker bed bed horizon subdivision layer distinctly host sediment marker', 'marker bed seismic extending relatively long event horizon discontinuity surface normal sequence layer exceptional fossil content sequence event depositional erosional episode synchronously time sedimentary basin triggered physical environment', 'volcanic affect directly sedimentary record consequence event marked change anomaly fossil record depositional occur days instantaneously geologic point view synchronous storm tsunami gravity flow relative change continental left flash volcanic ash', 'ash pyroclastic known erosional create distinct sediment available event leave trace mark surface horizon consider coal karst underwater lag left shallow shell coarse concentrate physical tend prevalent storm meteorite impact characteristic', 'sedimentary leave case iridium boundary trigger formation distinct synchronous area biological sudden appearance rock record reflect drastic change environmental climate change change water chemistry change change oxygen content water represent', 'represent synchronous time consequence separate older sequence younger sequence horizon distinctly sediment extend relatively long seismic data data data discrete borehole relatively expansive seismic survey seismic survey generate seismic volume', 'volume array seismic data resolution seismic survey data laterally acquisition geometry marine interpretation interpreter select seismic data image resolution seismic data image interpreter understand horizon laterally expansive interpreter select', 'select image seismic data image lateral span selected apart horizon laterally expansive slowly shape minimal selected suffice construction model geologic region create smooth model horizon smoothing model generation smoothing interpolation f', 'f background mesh surface tetrahedral mesh regular structured grid sense background mesh discontinuous interpolation discontinuous regularization constraining smoothness linear gradient gradient constant gradient gradient times result suboptimal', 'implicit function consider model implicit function result closed correspond physical geologic region implicit structural modeling define individual scenario implicit function function f z axis orthogonal approach implicit structural modeling single', 'single surface creation problem curvature implicit function akin smoothing surface curvature surface curvature accomplished biharmonic f biharmonic operator note harmonic constraint accompany gradient discrete smooth interpolation biharmonic', 'gradient variation implicit function sense approach alternatively additional consider minimization energy bending energy biharmonic data approach considered potential energy potential concept employed potential data surface neighborhood data point', 'point minimization energy approach smoothness impact curvature minimization strength studied thickness variation problem regularity smoothness impact reason thickness variation dealt properly suboptimal model plot implicit function x plane geologic', 'geologic region h h h h h implicit define model plot plot model geologic region mesh model model model perform physical phenomena simulator reservoir simulator perform field consider drilling action layer earth accurate borehole trajectory reservoir', 'reservoir layer consider injection action fluid layer earth production action fluid layer earth accurate model geological region guide action spatially functionally implicit function range plot implicit function value implicit function closed', 'closed inaccurate geologically data geologic region suboptimal erroneous information plot erroneous information exist plot clear interpreter implicit function accuracy modeling building model building generate model accuracy turn impact field plot', 'plot line plot specifically plot implicit function direction lesser value greater value direction correspond depth expect intersect series going lower depth point earth upper depth point earth plot closed line impact closed seen plot implicit', 'implicit function increase local maximum implicit function horizon h horizon h local minimum implicit function h h plot exist calculated implicit function region plot specifically plot observe gradient h h pass twice z value h h horizon h h result', 'h result keeping globally surface possible striving smoothness repetition z line closed implicit function surface concept striving smoothness create isolated closed inconsistent data geological knowledge output block impact output confounding', 'extraction implicit function slice repetition z plot case implicit structural modeling smoothness assumption exist contradiction globally constantly minimize curvature smooth surface able handle thickness variation geologic region particularly', 'differ horizontal layer cake model depositional model consideration physical meaning implicit structural modeling scenario surface curvature geologically accurate solution minimization applied globally constant strength surface weighting smoothness', 'differently proximity information data spatially data approach weighted curvature minimization criterion handle thickness smoothness criterion criterion giving smaller weight smoothness data concentrate curvature strongly minimize curvature far data', 'far data approach help address thickness variation reducing creation implicit function plot geologic region plot implicit function closed h h h h plot plot line b contrast plot plot z value single implicit function value criterion getting closer', 'closer closer piecewise definite implicit function plot approach reduce occurrence make implicit function follow smoothly thickness specifically plot implicit function criterion added smoothness assumption thickness variation problem creation follow', 'follow smoothly thickness variation result consistent data pertinent structural plot b plot plot effects smoothness assumption tend piecewise definite function evolution linear f occur reason closed map view plot criterion manner consider model', 'model building seismic survey data subjected spatially data field model built model accurately represent geologic region drilling trajectory borehole pass formation layer model drilling directional drilling drill bit pass formation reservoir', 'reservoir formation consider approach smoothness assumption energy minimization criterion involve weighting differently smoothness square energy minimization criterion closer point data point smaller influence smoothness spatial evolution remain', 'remain stable evolution flexible implementation stability implicit function criterion potential smoothness assumption differently depending localization spline smoothing approach smoothing model min j min n c f x f fixed value f x n c data f horizon', 'f horizon weight differently integration control smoothness differently data far data criterion necessarily related smoothness criterion mesh finite mesh enrichment extended finite boundary smoothness approach criterion help increase accuracy', 'accuracy thickness criterion adjustment underlying mesh definition underlying definition criterion account mesh refined area weighting manner account mesh refinement criterion approach homogenous spatial underlying solution approach mesh criterion', 'criterion approach heterogeneous spatial underlying solution approach mesh effects criterion region implicit function calculated data synthetic data region real data acquired field plot implicit function region subjected smoothness implementation', 'criterion criterion regardless presence fault variation thickness implicit function sensitive implicit function inconsistent geological knowledge pointed dashed plot specifically implicit function classical smoothness assumption thickness variation', 'variation problem presence fault exception rule case closed plot implicit function region considered plot criterion applied approach linear possible implicit function layer separately plot implicit function criterion added smoothness assumption', 'thickness variation problem considered plot criterion approach result creation closed presence fault fault impact implementation criterion approach generate implicit function plot considering minimization curvature surface implicit function', 'function curvature concentrated data gradient strongly data efficient minimization distance data gradient constant possible far data near far neighborhood datum neighborhood criterion approach allow gradient greater gradient outside neighborhood', 'radius define circle sphere datum define neighborhood datum x z x z x z x z plot demonstrate criterion approach exist criterion approach compatible geologic physical region data seismic data data criterion approach suitable accuracy structural', 'modeling approach directly linked data data acquired raw consider raw seismic data seismic image picked data picked seismic image data selection criterion approach applied data assigned implementation criterion approach consider generation', 'neighborhood proximity picked datum picked datum user pick data criterion automatically overlap overlap extent impact calculation implicit function underlying real physical geology region reception block spatially geophysical data geologic region', 'region acquired solution block multidimensional implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data render block rendering display structural model', 'model geologic region multidimensional implicit function structural model stratigraphy geologic region tomographic analysis operatively data geophysical data seismic survey equipment operatively data storage transmission field data data storage', 'storage geophysical data survey field geologic region received tomographic analysis tomographic analysis generate tomographic image geologic region image geophysical data image model exist allow rendering image display digital camera viewer view', 'view photographic film silver halide film slide negative digital camera processor received array digital information spatial color generate display display digital camera manner viewer direct view finder camera digital image display memory later', 'later seismic survey expansive cover square seismic survey fit neatly hand individual distributed operatively wired wireless general sense akin quality digital image digital camera medical image display medical scanning tomographic generating', 'accurate representation subsurface geologic region acquisition geophysical data technically taking image digital camera association storage medium generally suitable execution instruct perform single medium allow performance storage medium physical', 'physical store information provided storage medium carrier wave signal framework petrel framework framework structural modeling framework framework structural modeling framework mangrove framework structural model consider reservoir simulator', 'simulator utilize model perform physical phenomena model structural model assigned represent geologic region spatially distributed implicit function criterion seismic tomographic geologic environment geologic region stratigraphic structural', 'equipment seismic energy source seismic energy receive reflected seismic energy seismic energy source interface reflector reflect seismic energy received seismic energy received energy seismic data digital information network memory memory storage', 'storage network memory executable display operatively seismic image display picked selected geophysical data spatially seismic data received geologic environment structural model seismically region geologic environment generate structural model', 'model render structural model display implicit function data selected spatially data association implicit function calculated manner criterion smoothness equipment seismic tomography reflection seismology generate image geologic region earth', 'earth generate accurate image earth model model image geophysical data acquired geophysical geologic region earth plot implicit function x plane geologic region h h h h h implicit define model plot plot model geologic region mesh model model model', 'model perform physical phenomena simulator reservoir simulator perform field consider drilling action layer earth accurate borehole trajectory reservoir layer consider injection action fluid layer earth production action fluid layer earth accurate', 'accurate model geological region guide action spatially functionally implicit function range greater plot implicit function value implicit function closed inaccurate geologically data spatial data interpretation seismic image display graphical user', 'user interface identify correspond feature seismic image store memory data spatial generating implicit function define model comparison plot data plot noise plot data noisy spatially x plane implicit function intersect data implicit function pass', 'pass data implicit function closed robust noise closed presence noise noise human picker data seismic image enlarged plot data spatially implicit function value data data distance implicit function value user examine data point utilize information', 'feedback accuracy quality seismic image pick data seismic generating seismic feedback select adjust seismic attribute accurate seismic image data extracted feedback provided adjust extraction noise spatial extracted data reflector extraction tuned', 'tuned underlying seismic data enhance accuracy selected spatial data implicit function user implicit function value pass data point selected spatially constrain implicit function data point applied scales spatially spatial domain implicit function', 'function implicit data available density data horizon density data smaller scale feature geologic environment locally data help reduce risk generating implicit function geologic meaning accurately scales geological kilometric scale help local', 'local regional geological manner handle diversity scales generate accurate implicit function inaccurate closed demand additional model generation refining iterative manner consider implicit function determine closed exist weight refinement implicit', 'implicit function reduce presence closed approach operate locally manner geologic region seismic data seismic energy resolution account local local interpolation influence interpolation implicit function influence implicit function bent identify', 'identify geological normalization sizes model identify fold metrics curvature dealing metrics spacing metrics adaptation resolution interpolation mesh point node adjacent data point concerned weighting structure metrics curvature average allow', 'allow bending rigid bended model laterally high depthwise fold entire model implicit function spacing interpolation resolution approximately meter x axes note considerably finer seize fold similar x spacing spacing knowing distance approximately', 'height model chosen influence metrics x axes centering data point window influence approach approach axis spacing bending rigid area concerning create weight data global weight bending energy weight data global bending energy constraint weight', 'weight approach noise data poor poor quality seismic profile metrics interpolation influence influence follow weight data weight bending weight loosen implicit function horizon passing data point noise smooth handling thickness variation seismic', 'seismic interpretation model building represent relative weight pertinence constraint sense implicit function multiplying keeping relative proportion result implicit function spatially geophysical data geologic region acquired multidimensional', 'implicit function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data rendering display structural model geologic region multidimensional implicit function structural', 'model stratigraphy geologic region smoothness constraint gradient constraint spatially smooth implicit function neighborhood spatially weighted curvature minimization criterion curve implicit function allow bending implicit function value spatial', 'spatial domain geologic region fault structural model fault fault separate discontinuity structural model layer exist layer thickness spatially vertical distance structural model property correspond geophysical geologic region geophysical data', 'data seismic data acquired seismic survey receive seismic energy convert received seismic energy digital data digital converter spatially picked picked graphical user interface display seismic image display seismic image geophysical data fluid flow', 'flow geologic region computational simulator model structural model accuracy structural model technique issuing signal piece equipment equipment perform action geologic region network issue equipment geologic environment perform accurate structural', 'model geologic environment action drilling action geologic region direction structural model processor memory operatively processor memory instruct receive spatially geophysical data geologic region acquired solve multidimensional implicit function', 'function multidimensional geologic region smoothness constraint weighted curvature minimization criterion spatially spatially geophysical data render display structural model geologic region multidimensional implicit function structural model', 'model stratigraphy geologic region storage media instruct perform memory storage input output bus media read communication bus bus wired wireless execute implement wholly user view output interact io medium storage physical memory storage chip chip', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card transmitter battery mobile cell phone tablet wholly mobile mobile distributed', 'environment cloud environment interact data storage communication information communication cellular network satellite network distributed environment wholly service information input display consider output display information output projector', 'projector laser printer information information output stereographically printer consider printer printer output data provided printer representation subterranean formation positive negative appreciate possible cover function structural equivalent', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function']	201	[2, -1, 2, -1, -1, 2, 2, 2, 2, -1, 2, 2, -1, 3, 25, 2, -1, 2, -1, 2, -1, 2, -1, 2, 25, -1, 25, 2, -1, -1, 2, 2, -1, 23, 33, 33, 33, 23, 23, -1, -1, 2, 2, 2, -1, 3, 2, -1, 2, 2, 2, -1, -1, -1, -1, -1, -1, -1, -1, 2, 2, -1, 2, 2, -1, -1, -1, -1, 2, 38, 38, 38, 38, 38, 38, -1, 2, -1, 2, -1, 2, 25, -1, -1, 25, 25, 25, 25, -1, -1, 25, 3, -1, -1, -1, -1, 22, -1, 6, 25, 25, 25, 25, 25, 25, 25, -1, -1, -1, -1, 25, 25, -1, 2, -1, -1, -1, 2, 33, 3, -1, -1, 2, 2, -1, 2, 2, 2, 2, 2, 2, -1, 7, 2, 3, -1, -1, -1, 2, -1, -1, -1, -1, -1, -1, -1, 7, -1, -1, -1, 7, 7, -1, 25, -1, -1, -1, -1, 7, -1, 2, -1, 2, -1, 32, 4, 6, -1, 23, -1, 2, -1, -1, -1, 2, -1, -1, -1, 2, 2, 2, -1, 2, 2, -1, -1, -1, -1, 2, 2, 2, 2, 2, 2, 2, -1, 6, 6, -1, 6, 48]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'dip plane strike convention true angle trace dipping direction ti imaginary slope orientation horizontal negative term positive crossline magnitude flat', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate 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0.384482204914093, 0.628118097782135, 0.5449463725090027, -0.19110040366649628, -0.22603626549243927, -0.3173259198665619, 0.04519932344555855, -0.48325952887535095, -0.5936868190765381, 0.2888162136077881, -0.2509879171848297, 0.16212178766727448, 0.2509959638118744, -0.013431423343718052, -0.3917551040649414, -0.2263471931219101, 0.03938332200050354, -0.1681213527917862, -0.10663522779941559]	[-1.1832032 -0.12854104 1.0101959 ... -0.13216808 0.51566386 -0.79517365]	['48_screw_nail_wooden_equivalent', '33_framework_petrel_simulator_reservoir', '2_seismic_rock_data_modeling', '32_vehicle_learning_inspection_trained', '25_mesh_block_implicit_volume', '7_bound_lower_multiplex_variation', '22_discontinuity_frequency_ratio_amplitude', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production', '4_fiber_optical_optic_sensor', '38_dip_plane_strike_convention', '6_network_wireless_interface_display']	frequency coarse environment curve development slope response surface prolongation dispersion dipping bound operate basis helical invoke modeling cell information flow operation rev considered petrel image efficient perturbation task conform given sweet depth user ti code card switch secure increasing structural local stable physics mobile intersect display drone crossline selected available string extensible observation cement orientation exploration network block sensor telephone materially interface discontinuity platform data drilling original amplitude cable interpretation allow light cover appreciate petroleum tetrahedron probe pump vehicle drill acoustic basin control parameter convention equivalent vertices framework reduced decision applicant wash digital expressly multiphase express improving layer geologic approximately develop stratigraphic machine iso spectral multiplex net domain direction horizontal flat ultraviolet volume strain strike circuit communication term eclipse sat signal simulator running camera model collaborative vibration constraining graphics trace wooden mesh vector package fiber test variation learning positive tetrahedral dry production input angle paragraph area equipment arrival length seismic automatic ratio reservoir distributed threshold attenuation score lower corporation subterranean module infrared radiation fluid plane medical trained active measurement immersion management output receiver geological intention configure value casing annulus optic sampling time fitting apparatus printer magnitude conditioner exemplary inversion detection imaginary wired rock video ocean classes implicit fault dip classification unlabeled true commercially asset access cellular solution speed inspection negative cylindrical human analysis grid panel evaluation interpolation satellite nail productivity function wireless optical script horizon calculating point screw formation	wirelessly operating environment optimization slope algorithm dispersion prolongation dipping helical modeling prediction sand cell hydrocarbon petrel conform reduction minimization displacement browser approximate secure geophone structural hydraulic stable physics mobile intersect matrix thermoplastic cement logic exploration fixing sensor interface discontinuity numerical drilling data cable petroleum tetrahedron integration drill accelerometer acoustic login computer framework cutting reduced wash geologic stratigraphic spectral domain tomography sonar removing eclipse projection simulator geophysics recovery solver operatively streamline mesh fiber wooden variation learning remedial angle seismic measured calculation reservoir comparator borehole azimuth reflector radiation fluid subdividing trained shale geological interferometer optic sampling tomographic training reduce error wired rock ocean router dip cellular tubing logging cylindrical analysis spectrometry interpolation brief nail geophysical wireless reducing oil optical calculating	environment development dispersion prolongation helical cell flow rev petrel efficient depth ti switch card secure structural local physics mobile drone crossline string cement exploration telephone interface drilling data amplitude original cable cover petroleum tetrahedron pump acoustic basin parameter convention reduced framework wash improving express geologic stratigraphic iso spectral multiplex domain flat ultraviolet strain strike eclipse sat running simulator model vibration graphics mesh vector fiber wooden test learning positive dry equipment arrival seismic automatic ratio reservoir score corporation subterranean infrared radiation fluid plane medical trained management output receiver geological casing annulus sampling printer magnitude conditioner exemplary ocean classes video fault dip unlabeled commercially negative speed inspection human evaluation satellite nail wireless function optical script horizon screw formation	frequency coarse environment curve response surface dispersion bound helical modeling information operation petrel perturbation task ti switch card secure structural local mobile intersect display available extensible exploration network block sensor interface discontinuity data drilling amplitude cable light petroleum probe pump drill vehicle acoustic convention equivalent framework applicant digital layer express geologic stratigraphic machine spectral multiplex net direction volume strike signal simulator model collaborative vibration trace mesh fiber wooden test variation learning dry production input angle area arrival length seismic ratio reservoir attenuation lower module radiation fluid plane medical optic intention casing printer time conditioner detection imaginary rock ocean classes video implicit fault dip classification unlabeled true inspection grid nail wireless function optical horizon point screw formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Dip and Strike Orientation in True Dip Dipping Plane Convention Analysis', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Vehicle Inspection using Trained Machine Learning Framework for Automatic Detection and Classification', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', 'Mesh and Block-based Implicit Volume Interpretation and Stratigraphic Property Estimation']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'video data video camera point data point cloud radar data radar sensor mounted vehicle car truck bus case sensor vehicle correspond inspection platform machine learning framework relevance learning inspection learning trained operation active', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'horizon interpretation information mesh block mesh volume attribute interpolation block implicit iso surface extraction block subdivision block subdividing meshed volume extracted output block volume model meshed volume input block input block mesh', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'mesh block mesh block volume attribute interpolation block implicit function calculation block stratigraphic property block iso surface extraction block iso surface extraction block subdivision block subdividing meshed volume horizon horizon block', 'block given control point definable mesh calculating implicit function implicit implicit function calculation block receive control mesh vertices turn calculate implicit output block given calculated implicit stratigraphic property block extracted', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'machine learning framework relevance learning inspection learning c trained operation active learning framework trained platform edge inspection vehicle submarine drone inspection task trained machine learning sensor data output vehicle automatic', 'angle maximum possible value dip magnitude term dip dip convention dip dip plane measured direction direction true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'car truck bus machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'true dip dip angle possible dip equal true dip dip dip angle strike term dip analysis algorithm dipping plane value dip equivalent true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'true dip dipping plane convention dip plane seen perpendicular strike true dip surface dip dip angle strike dip direction dip dip convention dip approximately parallel horizontal surface edge cutting plane strike direction observing dip true dip', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US10287873B2'	'Wirelessly transmitting data representing downhole operation'	['E21B47/06', 'E21B43/116', 'E21B43/26', 'E21B43/27', 'E21B47/12', 'E21B47/14', 'G01N7/00', 'E21B47/122', 'E21B47/13']	['Measuring temperature or pressure', 'Gun or shaped-charge perforators', 'Methods for stimulating production by forming crevices or fractures', 'Methods for stimulating production by forming crevices or fractures by use of eroding chemicals, e.g. acids', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves', 'Analysing materials by measuring the pressure or volume of a gas or vapour', 'No data available', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency']	2015-02-25T14:00:00Z	['Christian C. Spring', 'James G. Filas']	['Schlumberger Technology Corp']	['data surface location sensor processor transmitter response measured sensor function response determined function surface location transmitter data surface location running sensor processor transmitter measuring response sensor processor approximate', 'response surface location transmitter firing gun generate response remedial received surface location firing gun degree remedial selected group hydraulic selected group linear function polynomial function exponential function sinusoidal function', 'function logarithmic function combination processor error response generating processor measured response curve response approximate measured response curve generating processor approximate curve processor error measured response curve approximate', 'curve data surface location running gun sensor processor transmitter firing gun generating response measuring response sensor generating processor measured response curve response processor approximate measured response curve generating processor', 'processor approximate curve wirelessly measured response curve approximate curve combination transmitter surface location remedial received surface location firing gun degree remedial selected group hydraulic remedial occur removing processor error', 'error measured response curve approximate curve gun transmitter memory media executed perform generating measured response curve response measured sensor response firing gun approximate measured response curve generating approximate curve measured', 'measured response curve approximate curve combination surface location transmitter error measured response error measured response curve approximate curve dividing measured response curve related priority provisional ser wirelessly data operation al', 'al entirety incorporated field generally relate particularly relate wirelessly data surface location background information response measured immediately fired capable recording versus time high transient firing capable measuring rate millions', 'millions result oftentimes fast measured response data nonvolatile memory read gun surface operation complete measured response data determine quality perforation tunnel cleanup immediately fired data remedial place drill string run perform remedial', 'remedial beneficial able transmit data surface drill string remains data wirelessly acoustic electromagnetic data oftentimes low data inadequate transmit measured response data surface reasonable time transmit entire data large energy quickly', 'quickly deplete energy data physical line cable deployment cable normally added time cost logistical wired drill pipe tubing transmit data physical line normally logical lack availability hardware provided introduce selection identify key essential', 'essential matter aid matter data surface location disclosed running sensor processor transmitter response measured sensor function response determined function surface location transmitter running gun sensor processor transmitter gun fired', 'gun fired generating response response measured sensor measured response curve response function measured response curve determined approximate curve function measured response curve approximate curve combination wirelessly transmitter surface', 'surface location disclosed processor memory medium executed processor perform generating measured response curve response measured sensor response firing gun function measured response curve determined approximate curve function brief briefly noted', 'noted considered limit view disclosed graph measured response curve technique designed achieve dynamic underbalance approximate curve polynomial disclosed graph measured response curve approximate curve linear disclosed graph measured response curve', 'curve technique resulting substantial dynamic overbalance approximate curve polynomial disclosed data surface location disclosed schematic view disclosed disclosed view disclosed perforate create liner casing tubular positioned therefrom create', 'create subterranean reservoir interior tubular central longitudinal axis gun sensor thereto positioned proximate thereto positioned measure time fast time firing shortly range time communication receive measured response data raw data times computer', 'computer convert measured response data measured response versus time computer determine closely approximate measured response curve linear polynomial exponential sinusoidal logarithmic approximate curve closely measured response curve communication', 'transmitter transmit surface location read operator wirelessly acoustic electromagnetic cable data measured response data derived measured response data derived allow information surface location shorter time data compression combination', 'determination approximate obtain transmission compression token substituted repeated data improve efficiency data surface response compression algorithm wireless signal transmitter attenuate distance travelled distance transmitter surface location', 'location great signal received surface repeater positioned repeater casing drill string coiled tubing tubular repeater receive wireless signal transmitter amplify retransmit signal signal received surface location expand contact tubular separate', 'separate annulus tubular upper lower graph measured response curve induce dynamic underbalance immediately firing approximate curve polynomial disclosed dynamic underbalance perforation damage transient cleanup creation perforation approach', 'approach immediate underbalance improve perforation cleanup condition initial drilling completion immediately enter perforated formation damage generating cleaner efficient communication reservoir performance graph measured response curve computer', 'computer determine function closely segment measured response curve computer library memory computer compare measured response curve library determine select library comparison regression total maximum likelihood combination computer select linear', 'linear function represent segment degree polynomial function represent segment degree polynomial represent segment linear function represent fourth segment combined approximate curve graph closely measured response curve maximum error measured', 'measured response curve approximate curve determined single maximum error maximum error determined maximum error distance measured parallel axis measured response curve approximate curve graph measured response curve approximate curve linear', 'linear disclosed measured response curve computer select linear represent differ adjust type selected measured response curve maximum dynamic underbalance substantially curve majority measured response curve single polynomial function single segment', 'segment selected measured response curve polynomial function contrast majority measured response curve linear selected measured response curve linear depend type selected maximum error measured response curve approximate curve determined maximum', 'maximum error greater maximum error polynomial selected better fit match measured response curve linear selected result approximate curve closely measured response curve approximate curve computer consider computer select approximate curve instead', 'instead approximate curve graph measured response curve purposely induce dynamic underbalance approximate curve polynomial disclosed measured response curve appear measured response curve purposely dynamic underbalance maximum dynamic underbalance', 'measured response curve maximum dynamic underbalance measured response curve approach forming approximate curve similar measured response curve computer determine function closely segment measured response curve computer select linear function', 'function represent segment degree polynomial represent segment degree polynomial represent segment degree polynomial represent fourth segment maximum error measured response curve approximate curve determined single maximum error maximum error', 'error determined data surface location disclosed running gun computer transmitter gun fired create tubular liner casing positioned gun measure response firing gun computer generate measured response curve measured response raw data computer', 'computer determine closely approximate measured response raw data measured response curve computer generate approximate curve closely measured response curve computer determine error response raw data measured response curve approximate curve', 'curve measured response curve approximate curve error combination surface location transmitter response information received transmitter operator perform remedial remedial occur removing information perforation degree perforation operator perform', 'perform remedial remedial fluid drill string coiled tubing fluid hydraulically formation fluid acid remove formation damage enhance production schematic view disclosed disclosed computer computer individual computer arrangement distributed computer', 'computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c processor processor module subsystem circuit gate', 'gate array control storage media storage media note storage media computer storage media distributed multiple internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash', 'flash optical storage storage note provided storage medium provided multiple storage media distributed large possibly plural storage medium media considered article article manufacture article article manufacture refer single multiple storage medium', 'medium media machine running remote site network execution function determination module determine closely approximate measured response curve function determination module library combine additional configuration arrangement hardware combination', 'hardware signal running functional information apparatus general chips appropriate determination refined iterative fashion concept applicable feedback executed algorithmic basis manual control user make regarding given action template model', 'model sufficiently accurate measured response curve consideration inner outer upper lower upward downward inward outward refer relative denote direction spatial orientation couple connect connection connected connection refer direct connection', 'connection intermediate preceding disclosed functionally equivalent foregoing directed basic']	43	[43, 43, 3, 43, 43, 43, 44, -1, -1, 2, -1, 43, 43, 43, 3, -1, 43, 3, -1, -1, -1, -1, -1, -1, 3, 3, 3, 3, 3, 3, 3, 3, 43, 3, 22, -1, 20, 14, -1, -1, -1, 30, 16]	['gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'frequency receiver synchronization transmitter signal interferometer curve attenuation received trace transmission electromagnetic synchronize parallel preferably response energy amplitude chosen ratio', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'discontinuity frequency ratio amplitude dispersion arrival spectral casing signal attenuation annulus receiver calculating threshold panel cement value code rev evaluation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.11930921349847093, 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0.1266433745622635, 0.24747398495674133, -0.17912976443767548, -0.20048585534095764, 0.36108481884002686, -0.9145344495773315, 0.08153025805950165, -0.8683342337608337, 0.5617051124572754, 1.0106321573257446, 0.39950406551361084, -0.05481506511569023, -0.17980162799358368, -0.201910600066185, -0.3018913269042969, -0.42986905574798584, -0.33389294147491455, -0.3149734139442444, -0.31205061078071594, 0.2749556303024292, 0.43687182664871216, -0.21649675071239471, -0.25230780243873596, 0.04964364320039749, 0.07910796999931335, -0.21224930882453918, -0.3242851495742798]	[-0.56142634 -0.04409838 0.15377206 ... 0.15090394 0.2519829 -0.81640965]	['16_spirit_person_appreciate_depart', '20_computer_media_network_processor', '2_seismic_rock_data_modeling', '30_identical_repeat_similar_feature', '14_memory_storage_media_random', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drilling_information_formation', '44_frequency_receiver_synchronization_transmitter', '3_data_unlabeled_formation_production', '43_gun_response_curve_firing']	frequency node location ascertain curve response initiation surface processor dispersion improvement readable modeling information parallel flow rev received task depth sweet removable user gate code repetition approximate physics transmission generating memory selected electromagnetic spirit meaning clarity magnetic string observation shot cement disk network foregoing block identical sensor direct discontinuity data drilling storage random amplitude comply appreciate necessarily petroleum relationship pump determined drill acoustic control nonvolatile depart parameter equivalent dictate computer quickly decision applicant abstract digital firing geologic limit spectral domain understand chosen stated signal running volatile preferably interpret model trace simplicity test bus connected learning tape semiconductor remedial production communicate equipment arrival seismic transmitter measured flash ratio reservoir threshold attenuation score synchronization energy disclosed subterranean diagram module architecture fluid tension floppy receiver ram geological interferometer value perform casing annulus sampling apparatus time feature fitting article synchronize note stage conditioner medium share optional inversion media gun rock additional unlabeled contact program access view preceding analysis independently panel evaluation perforation similar realize person function fired reader repeat calculating formation	cache algorithm processor dispersion improvement prediction hydrocarbon designing teaching hydraulic physics electronic recorder memory communicating matrix technology magnetic clarity shot cement foregoing identical sensor interface discontinuity data drilling comply petroleum determined drill computer reduced straightforward firing geologic spectral removing projection configuration signal server simplicity exemplify correlation semiconductor remedial seismic scanner measured timing inventive comparator routine borehole synchronization reflector hardware fluid shale multicore interferometer geological chips intention sampling practical synchronize gun detection error wired rock controller completion tubing estimation analysis spectrometry similar converter telemetry geophysical fired reducing oil routinely simplify calculating	curve initiation processor dispersion improvement readable flow rev depth gate repetition physics memory electromagnetic spirit string magnetic shot cement network foregoing identical sensor direct data drilling storage amplitude comply petroleum relationship acoustic parameter nonvolatile depart computer quickly applicant abstract spectral domain running preferably model trace test bus learning semiconductor remedial equipment arrival transmitter seismic flash ratio reservoir score synchronization energy disclosed subterranean diagram fluid architecture tension ram receiver interferometer geological casing annulus perform sampling feature article stage conditioner optional gun media additional unlabeled independently preceding evaluation function fired reader formation	frequency location curve response surface processor dispersion improvement modeling information approximate transmission memory spirit meaning magnetic clarity disk network foregoing identical sensor direct discontinuity data drilling storage amplitude random appreciate petroleum drill acoustic depart equivalent computer abstract digital geologic spectral signal volatile interpret model trace test connected remedial production arrival transmitter seismic measured flash ratio reservoir attenuation synchronization module fluid receiver interferometer casing perform time feature article conditioner medium share optional gun media rock unlabeled contact access view analysis similar person reader repeat formation	['Attenuation and Dispersion Analysis in Casing Arrival Signal Evaluation', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', '"Parallel Synchronization of Receiver Frequency for Robust Transmission"', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Generating Measured Response Curve with Firing Gun Transmitter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'frequency transmitter timing routine received receiver time interval transmitter times frequency f repeated signal received receiver frequency time transmitter data transmission advantage parallel synchronization robustness removal need frequency', 'ratio casing discontinuity attenuation dispersion spectral amplitude ratio threshold value frequency discontinuity frequency spectral amplitude ratio threshold value frequency frequency calculating attenuation dispersion calculating spectral', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'dispersion spectral amplitude ratio casing arrival signal casing arrival signal received receiver receiver acoustic discontinuity attenuation dispersion discontinuity frequency discontinuity discontinuity phase velocity dispersion casing arrival', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'surface location disclosed processor memory medium executed processor perform generating measured response curve response measured sensor response firing gun function measured response curve determined approximate curve function brief briefly noted', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'curve data surface location running gun sensor processor transmitter firing gun generating response measuring response sensor generating processor measured response curve response processor approximate measured response curve generating processor', 'error measured response curve approximate curve gun transmitter memory media executed perform generating measured response curve response measured sensor response firing gun approximate measured response curve generating approximate curve measured', 'block signal receiver term q w sin v f q signal receiver frequency domain attenuation dispersion spectral amplitude ratio attenuation estimation formula estimate block attenuation f log frequency domain q parameter transmitter receiver spacing', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'receiver architecture parallel synchronization signal preferably receiver electronics signal ad converter resulting signal simultaneously belonging demodulation preferably simultaneously synchronize incoming signal frequency synchronize multiple', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal discontinuity annulus frequency phase velocity acoustic receiver receiver calculating attenuation dispersion calculating spectral amplitude ratio', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'CA2978910C'	'Apparatus and method for controlling valve operation based on valve health'	['F17D1/04', 'F16K37/0091', 'F16K11/22', 'F17D1/07', 'F17D3/01', 'F17C2205/0146', 'F17C2205/0326', 'F17C2221/032', 'F17C2250/03', 'F17C2250/032', 'F17C2250/043', 'F17C2250/0443', 'F17C2265/068', 'F17C2270/0142']	['Pipe-line systems for gases or vapours for distribution of gas', 'For recording or indicating the functioning of a valve in combination with test equipment by measuring fluid parameters', 'Multiple-way valves, e.g. mixing valves; Pipe fittings incorporating such valves with two or more closure members not moving as a unit operated by separate actuating members with an actuating member for each valve, e.g. interconnected to form multiple-way valves', 'Arrangements for producing propulsion of gases or vapours by compression', 'Arrangements for supervising or controlling working operations for controlling, signalling, or supervising the conveyance of a product', 'Two or more vessels characterised by the presence of fluid connection between vessels with details of the manifold', 'Valves electrically actuated', 'Hydrocarbons', 'Control means', 'Control means using computers', 'Pressure', 'Flow or movement of content', 'Distribution pipeline networks', 'Applications for fluid transport or storage placed underground']	2016-03-08T14:00:00Z	['Manuel Alfonso BOBADILLA LARIOS', 'Chuong Nguyen', 'Nan MU', 'Corey RAY', 'Miguel Angel LOPEZ', 'Marcos Suguru Kajita']	['Schlumberger Canada Ltd']	['wellsite equipment manifold manifold manifold bleed bleed fluidly manifold manifold communication established controller bleed controller operable pump valve transition closed position bleed valve transition open position determine conduit', 'conduit information apparatus valve operation apparatus manifold valve feedback attached operable control flow controller operable remotely control valve command signal valve transition valve setting setting command signal receive feedback signal', 'signal valve feedback indicative actual setting valve assess operational health valve comparison actual operation manifold assessment controller operational health valve unhealthy apparatus command signal command signal feedback signal feedback', 'feedback signal setting setting actual setting actual setting controller operable remotely control valve command signal valve transition valve setting command signal receive feedback signal valve indicative actual setting valve reassess operational', 'health valve setting actual setting setting closed flow setting setting open flow setting apparatus controller operable remotely control valve command signal valve transition valve setting date received command signal receive feedback signal valve', 'valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow setting apparatus valve valve valve controller operable remotely control valve command signal valve transition valve setting receive', 'receive feedback signal valve indicative actual setting valve assess operational health valve setting actual setting operational health remotely control valve command signal valve transition valve setting receive feedback signal valve indicative', 'actual setting valve assess operational health valve setting actual setting operational health remotely control valve command signal valve transition valve setting receive feedback signal valve indicative actual setting valve assess operational', 'health valve setting actual setting apparatus operation flushing operation valve operation communication controller manifold operable control flow manifold valve feedback sensor attached thereto operating controller date received remotely control', 'control valve command signal valve transition valve setting setting command signal receive feedback signal valve feedback sensor indicative actual setting valve assess operational health valve comparison actual operation manifold assessment', 'controller operational health valve unhealthy command signal command signal feedback signal feedback signal setting setting actual setting actual setting operating controller remotely control valve command signal valve transition valve setting', 'setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow setting setting open flow setting operating controller remotely control valve command', 'command signal valve transition valve setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow setting date received valve valve valve operating', 'operating controller remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual setting operational health remotely valve command signal valve transition', 'valve setting feedback signal valve indicative actual setting valve operational health valve setting actual setting operational health remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve', 'valve operational health valve setting actual setting operation flushing operation apparatus valve operation apparatus manifold manifold operable control flow manifold operable control flow bleed fluidly date received bleed fluidly remotely operable', 'operable control flow bleed port valve feedback bleed fluidly coupling fluidly coupling conduit feedback operable generate information indicative fluid controller communication bleed valve feedback conduit feedback controller operable valve pump', 'pump transition closed flow position valve pump bleed valve pump transition open flow position conduit pump information conduit feedback valve feedback operational health manifold abort determination operational health unhealthy operation manifold', 'manifold apparatus controller operable determine conduit pump threshold fluid information conduit feedback apparatus controller operable date received determine valve pump closed flow position determine valve pump bleed valve pump open flow position', 'position apparatus prior causing transition bleed controller operable commence operation prior causing commence operation controller operable remotely control bleed pump command bleed transition bleed command receive feedback bleed pump feedback', 'feedback indicative actual bleed assess operational health bleed pump actual apparatus controller operable causing valve bleed operate flow output apparatus conduit feedback apparatus flow communication controller operable generate information', 'indicative rate fluid flow controller operable determine conduit pump substantially information flow apparatus controller operable determine conduit pump date received substantially threshold rate fluid flow information flow conduit substantially', 'threshold greater rate fluid flow information flow apparatus controller operable cease operation substantially causing cease operation controller operable remotely control bleed pump command bleed transition bleed command receive feedback bleed pump', 'pump feedback indicative actual bleed assess operational health bleed pump actual apparatus operation flushing operation date received apparatus valve operation valve health background variety drilling water jet cutting hydraulic wellsite fluidly', 'fluidly connected fluid manifold manifold fluid mixer blender fluid injection manifold large physical size weight satisfy fluid flow operating manifold convey fluid exceeding square inch psi fluid flow rate exceeding minute success related', 'related operational efficiency failure safety manifold wellsite high fluid flow mechanical fatigue wear damage downstream manifold fluid mechanical fatigue wear downstream ensure fluid stuck worn human wellsite approach manifold visually manually', 'manually inspect fluid potentially dangerous environment manually disconnect manifold completion job switching site pump mechanical task fluidly pump manifold dangerous fluid trapped pump connected escape lead pump date received contain leftover', 'leftover fluid spill ground fluid disconnected pump manifold potentially adverse environmental impact provided introduce selection identify indispensable matter aid matter provided apparatus valve operation apparatus manifold valve feedback attached', 'attached operable control flow controller operable remotely control valve command signal valve transition valve setting setting command signal receive feedback signal valve feedback indicative actual setting valve assess operational health valve', 'valve comparison actual operation manifold assessment controller operational health valve unhealthy provided valve operation communication controller manifold operable control flow manifold valve feedback sensor attached thereto operating controller', 'remotely control valve command signal valve transition valve setting setting command signal receive feedback signal valve feedback sensor indicative actual setting valve assess operational health valve comparison actual operation manifold assessment', 'controller operational health valve unhealthy date received b provided apparatus valve operation apparatus manifold manifold operable control flow manifold operable control flow bleed fluidly bleed fluidly remotely operable control flow bleed port', 'port valve feedback bleed fluidly coupling fluidly coupling conduit feedback operable generate information indicative fluid controller communication bleed valve feedback conduit feedback controller operable valve pump transition closed flow position', 'position valve pump bleed valve pump transition open flow position conduit pump information conduit feedback determine valve feedback operational health manifold abort determination operational health unhealthy operation manifold apparatus manifold', 'manifold controller manifold valve operable control flow controller operable remotely control valve command signal valve transition valve setting setting command signal receive feedback signal valve indicative actual setting valve assess operational', 'health valve actual communication controller manifold valve date received operable control flow port manifold operating controller remotely control valve command signal valve transition valve setting setting command signal receive feedback signal b', 'signal b date received valve indicative actual setting valve assess operational health valve actual apparatus manifold manifold manifold operable control flow manifold operable control flow bleed fluidly bleed fluidly remotely operable control flow', 'flow bleed port apparatus fluidly coupling fluidly coupling operable generate information indicative fluid apparatus controller communication bleed controller operable valve pump transition closed flow position valve pump bleed valve pump transition', 'open flow position determine conduit pump information conjunction manifold manifold manifold operable control flow manifold operable control flow bleed fluidly bleed fluidly remotely operable control flow bleed port fluidly coupling manifold fluidly', 'fluidly coupling fluidly coupling manifold fluidly coupling communication controller bleed sensor operable generate information indicative fluid operating controller pump operate valve pump transition closed flow position valve pump bleed valve pump', 'pump transition open flow position operating controller determine conduit pump additional learned person reading brief read accordance standard industry drawn scale fact arbitrarily reduced clarity schematic view implementation apparatus schematic', 'schematic view implementation apparatus perspective view implementation apparatus sectional view apparatus schematic view implementation apparatus diagram implementation diagram implementation date received simplify course merely addition repeat', 'repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite wellsite surface adjacent sectional view subterranean formation wellsite', 'wellsite surface wellsite mixer fluidly connected container container contain contain liquid agent guar synthetic cellulose clay liquid aqueous fluid water aqueous solution water mixer operable receive liquid fluid mix combine liquid base fluid', 'fluid known gel mixer discharge base fluid fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface wellsite mixer fluidly connected', 'connected mixer container container contain substantially sand sandlike silica quartz mixer operable receive base fluid mixer fluid container fluid mix combine base fluid mixture known fluid mixer discharge mixture fluid clarity mixture mixer fluid', 'fluid hereinafter simply fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily wellsite surface fluid mixer fluid manifold known manifold trailer missile', 'missile manifold operable distribute fluid pump manifold inlet outlet inlet operable receive fluid fluid outlet operable discharge fluid pump fluid manifold inlet outlet inlet operable receive fluid pump fluid outlet operable discharge fluid fluid', 'fluid fluid additional hydraulic fluidly connected manifold manifold mounted trucks mobile permit transportation wellsite surface manifold skidded stationary temporarily permanently wellsite surface pump pump prime mover heat exchanger fluid fluid', 'fluid depending size pump operating speed prime mover pump operable transfer fluid manifold flow rate ranging pump mounted trucks mobile permit transportation wellsite surface pump skidded stationary temporarily permanently wellsite surface pump', 'pump fleet wellsite pump disposed mobile carrier pump fleet pump wellsite center operable control electric power distribution wellsite center operable monitor control wellsite center operable monitor control mixer mixer pump operable center operable', 'operable monitor control manifold prior center gas turbine generator internal combustion engine generator electric power electric power control center wellsite equipment electric signal communication wireless communication center disposed truck', 'truck trailer mobile carrier permit transportation wellsite surface center skidded stationary temporarily permanently wellsite surface wellsite operable individually collectively hydraulic subterranean formation wellsite operable mix produce pump', 'pump individually collectively drilling chemical water jet cutting schematic view implementation manifold manifold wellsite sake clarity ease manifold context wellsite collectively manifold manifold operable distribute fluid received pump combine', 'combine fluid received pump injection manifold receive fluid fluid conduit distribute fluid manifold receive combine fluid discharge fluid injection fluid conduit manifold fluid operable control fluid flow fluid ball globe butterfly operable shut', 'shut fluid flow control fluid flow fluid valve remotely actuator electric actuator solenoid motor fluid actuator pneumatic hydraulic cylinder rotary actuator fluid manually human fluid valve feedback sensor operable generate signal information', 'indicative actual position setting fluid valve monitor time actual setting fluid valve actual setting fluid valve setting setting intermediate transitional setting feedback sensor disposed association fluid valve manner actual setting fluid valve', 'valve feedback sensor monitor position orientation fluid valve ball flapper moving fluid valve rotating shaft stem feedback sensor disposed adjacent fluid valve feedback sensor incorporated fluid valve feedback proximity capacitive inductive', 'inductive magnetic hall effect reed feedback instead linear position linear feedback instead rotary position rotary rotary variable differential manifold manifold fluid conduit closed loop configuration manifold inlet valve fluid inlet port operable', 'operable fluidly connect fluid receive fluid mixer manifold outlet valve disposed opposing sides manifold fluid outlet port operable fluidly connect manifold fluid inlet valve fluid valve disposed fluid inlet port selectively opening fluid inlet', 'inlet port selectively permit control fluid flow manifold similarly outlet valve fluid valve disposed fluid outlet port selectively opening fluid outlet port selectively permit fluid flow manifold fluid valve selectively open flow closed flow', 'flow actuator respectively disposed association fluid valve actual setting fluid valve determined feedback respectively disposed association fluid clarity fluid feedback inlet outlet valve respectively manifold inlet valve outlet valve manifold', 'manifold inlet outlet valve manifold manifold fluid conduit closed loop configuration manifold inlet valve fluid inlet port operable fluidly connect fluid receive fluid mixer manifold outlet valve disposed opposing sides manifold fluid outlet port', 'port operable fluidly connect manifold fluid inlet valve fluid valve disposed fluid inlet port selectively opening fluid inlet port selectively permit control fluid flow manifold similarly outlet valve fluid valve disposed fluid outlet port', 'port selectively opening fluid outlet port selectively permit fluid flow manifold fluid valve selectively open flow closed flow actuator respectively disposed association fluid valve actual setting fluid valve feedback respectively disposed', 'disposed association fluid valve clarity fluid feedback inlet outlet valve respectively manifold inlet valve outlet valve manifold inlet outlet valve manifold manifold fluid conduit closed loop configuration manifold inlet valve disposed opposing', 'opposing sides manifold fluid inlet port operable fluidly connect manifold fluid manifold outlet valve outlet port operable fluidly connect fluid inject fluid inlet valve fluid valve disposed fluid inlet port selectively opening fluid inlet port', 'port selectively permit control fluid flow manifold similarly outlet valve fluid valve disposed fluid outlet port selectively opening fluid outlet port selectively permit fluid flow manifold fluid valve selectively open flow closed flow actuator', 'actuator respectively disposed association fluid valve actual setting fluid valve feedback respectively fluid clarity fluid feedback inlet outlet valve respectively manifold inlet valve outlet valve manifold inlet outlet valve fluid inlet port', 'port manifold fluidly connected bleed valve operable release fluid fluid inlet port pump fluid communication fluid conduit fluid valve open bleed valve bleed fluid manifold bleed valve bleed port fluid bleed valve disposed bleed port selectively', 'opening bleed port selectively permit control fluid flow fluid inlet port fluid bleed valve selectively open flow closed flow actuator disposed association fluid bleed valve actual setting fluid bleed valve determined feedback sensor fluid bleed', 'bleed valve fluid bleed valve bleed fluid container fluid container external fluid container fluid pit container transported wellsite surface case bleed fluidly connected fluid container fluid container case bleed fluidly connected fluid inlet', 'inlet clarity bleed fluid bleed feedback bleed valve single fluid fluid connected collectively manifold fluid fixedly connected threaded welding connection closed loop configuration shaped open closed loop configuration configuration configuration', 'operable communicate fluid fluid inlet fluid outlet progressively schematic representation size relative fluid power fluid operate fluid power air compressor operable air gas fluid power hydraulic power pack operable hydraulic fluid fluid power', 'power fluid storage container air tank hydraulic fluid tank prime mover electric motor hydraulic motor engine fluid fluid fluid power piping fluid sake clarity ease person recognize illustration manifold fluidly connected manifold operable generate', 'generate information indicative fluid respectively perspective view implementation pump sectional view pump collectively pump pump operatively prime mover pump power section fluid section fluid section pump housing fluid end fluid chamber plugged', 'plugged cover plate engaged pump housing opposite end fluid chamber contain slidably disposed operable displace fluid fluid chamber plunger piston diaphragm fluid fluid chamber fluidly connected fluid inlet communicating fluid fluid inlet conduit', 'conduit fluid chamber fluid inlet conduit fluid communication fluid outlet port manifold fluid fluid inlet cavity inlet valve operable control fluid flow fluid inlet conduit fluid chamber inlet valve closed flow setting spring place inlet valve stop', 'stop inlet valve open flow setting selected differential fluid inlet cavity fluid inlet conduit fluid chamber fluidly connected fluid outlet cavity extending pump housing transverse fluid outlet cavity communicating fluid fluid chamber fluid outlet', 'outlet fluidly connected fluid outlet cavity fluid outlet fluid communication fluid inlet port manifold fluid fluid section outlet operable control fluid flow fluid chamber fluid outlet cavity outlet valve closed flow setting spring place outlet', 'outlet valve stop outlet valve open flow setting selected differential fluid chamber fluid outlet cavity fluid outlet cavity plugged cover engaged pump housing power section pump rotate manner linear motion longitudinally fluid alternatingly fluid', 'fluid fluid fluid chamber arrow fluid inside fluid chamber differential fluid inlet valve differential compress fluid inlet valve open flow setting permit fluid fluid inlet conduit enter fluid inlet cavity fluid fluid chamber longitudinally fluid', 'fluid chamber difference fluid inside fluid chamber fluid fluid inlet conduit low permit fluid inlet valve closed flow setting longitudinally fluid chamber arrow fluid inside fluid chamber increase fluid inside fluid chamber increase fluid chamber', 'chamber fluid inside fluid chamber high overcome fluid inside fluid outlet cavity compress fluid outlet valve open flow setting fluid fluid outlet cavity fluid outlet conduit fluid manifold fluid fluid fluid flow rate pump depend physical size fluid', 'fluid pump operating speed speed rate cycle fluid speed rate related rotational speed power section prime mover fluid flow rate rotational speed power section prime mover prime mover operatively drive shaft power section drive shaft position power', 'power section housing prime mover operable drive rotate drive shaft prime mover rotatable output shaft operatively connected drive shaft transmission gear train spur gear drive shaft pinion gear shaft output shaft shaft facilitate transfer torque', 'torque prime mover shaft pinion gear spur gear drive shaft clarity transmission single spur gear engaging single pinion gear transmission permit transmission gear control operating speed drive shaft rate fluid section prevent relative rotation power', 'power section housing prime mover power section housing prime mover fixedly common base trailer mobile carrier prime mover engine gasoline engine diesel engine electric motor synchronous asynchronous electric motor synchronous permanent magnet motor', 'motor hydraulic motor prime mover operable rotate drive shaft drive shaft crankshaft axial offset axial extend central axis rotation drive shaft offset offset central axis rotation selected distance spaced apart axial drive shaft position power', 'power section power section housing axial extend opposing power section housing power section fluid section connected pump housing power section housing threaded pump access door facilitate access pump power section fluid section maintenance pump', 'pump transform transmit rotational motion drive shaft linear motion crosshead crosshead mechanism rod pivotally offset journal end pin crosshead opposing end interior power section housing guide crosshead reduce eliminate lateral motion crosshead', 'crosshead crosshead mechanism piston rod coupling crosshead piston rod crosshead threaded connection flexible connection pump triplex pump fluid pump pump fluid pump fluid noted pump merely diaphragm gear external circumferential internal', 'internal circumferential lobe positive displacement wellsite flow disposed association manifold fluid manner fluid flow flow sensor operable generate electrical signal information indicative rate fluid flow pump manifold flow fluidly fluid outlet', 'outlet flow fluidly fluid extending fluid outlet fluid inlet manifold flow disposed association manifold flow fluidly fluid inlet wellsite disposed association manifold fluid manner fluid manifold fluid sensor operable generate electrical signal', 'signal information indicative fluid manifold fluid extend cover pump housing monitor fluid outlet cavity fluid outlet fluid fluidly fluid outlet fluid disposed association manifold monitor wellsite controller communication valve permit controller', 'open close control fluid controller communication valve feedback permit controller receive feedback feedback verify fluid position setting controller communication prime pump permit controller activate deactivate shift transmission operate pump', 'pump controller communication manifold flow pump fluid conduit permit controller receive information indicative fluid flow fluid manifold clarity communication controller collectively hereinafter feedback communication controller feedback wired', 'wired wireless communication clarity ease communication person appreciate myriad communication controller center discrete externally center schematic view implementation controller controller operable execute implement implement controller personal', 'personal personal digital assistant controller processor processor processor local memory execute local memory memory processor execute implement local memory program computer program code executed processor facilitate pump manifold perform', 'perform processor suitable local environment digital signal gate multicore processor architecture nonlimiting course appropriate processor communication main memory volatile memory nonvolatile memory bus communication volatile memory random access', 'access memory ram static random access memory synchronous dynamic random access memory dynamic random access memory dram dynamic random access memory random access memory nonvolatile memory memory flash memory memory memory control access volatile', 'volatile memory nonvolatile memory controller operable store record information human information feedback main memory controller interface circuit interface circuit standard interface universal serial bus generation interface wireless interface', 'interface cellular interface interface circuit graphics driver card interface circuit communication network interface card facilitate exchange data external network connection digital subscriber line telephone line coaxial cable cellular telephone', 'telephone satellite feedback connected controller interface circuit facilitate communication feedback controller facilitate communication manifold controller feedback interface circuit permit information feedback sent controller operation feedback', 'feedback operation entirety manifold interface feedback permit received controller control operation feedback control operation entirety manifold input connected interface circuit input permit human enter operational parameter data processor input', 'input keyboard mouse voice recognition output connected interface circuit output display liquid crystal display cathode ray tube display controller connect mass storage removable storage medium floppy disk hard drive compact disk digital versatile', 'versatile disk flash operational parameter data mass storage volatile memory nonvolatile memory local memory removable storage medium controller accordance hardware chips circuit circuit execution processor case implementation provided computer', 'computer program product computer readable medium storage structure computer program code thereon execution processor program computer program code executed processor wellsite perform controller pump manifold feedback conduct undergo flushing pump', 'pump manifold safely fluidly disconnected controller assess operational health fluid flushing operational parameter controller human processor prior flushing operational parameter fluid threshold hereinafter threshold fluid fluid conduit pump', 'pump manifold fluid communication fluid conduit greater threshold fluid conduit pump manifold fluid communication fluid conduit considered fluid fluid conduit pump manifold fluid communication fluid conduit threshold fluid conduit pump manifold', 'manifold fluid communication fluid conduit considered substantially fluid conduit pump manifold fluid communication fluid pump cease operation pump fluidly uncoupled manifold implementation threshold fluid ranging zero psi psi operational parameter', 'parameter threshold fluid flow rate threshold hereinafter flow threshold fluid flow rate pump manifold fluid greater flow threshold fluid conduit pump fluid communication fluid conduit considered fluid fluid flow rate pump manifold fluid conduit', 'conduit flow threshold fluid conduit pump fluid communication fluid conduit considered substantially free fluid fluid conduit pump fluid communication fluid conduit substantially pump cease operation pump fluidly uncoupled manifold implementation', 'flow threshold fluid flow rate ranging zero executed controller receive flow human fluid conduit pump manifold fluid communication fluid conduit controller pump operate fluid pump transition closed flow position fluid valve pump fluid bleed valve', 'valve pump transition open flow position controller determine fluid conduit pump information controller operable determine fluid conduit pump threshold fluid information sensor controller determine fluid conduit pump pump fluid communication fluid', 'fluid conduit substantially information flow controller operable determine fluid conduit pump substantially flow threshold fluid flow rate information flow fluid conduit considered substantially flow threshold greater fluid flow rate information', 'flow pump human safety operational health human visually check human near pump manifold human visually inspect fluid fluid check physical damage human visually manually fluid pump manifold properly human check flow fluid healthy safety operational', 'health identify safety functionality problem human abort flushing pump instead addition human safety operational health executed controller assess safety functionality operational health fluid controller operable transmit diagnostic flow fluid', 'fluid receive feedback indicative operational health assess operational health fluid flushing controller operable fluid remotely control fluid valve command signal fluid valve transition fluid valve setting setting command signal controller receive', 'receive feedback signal fluid indicative actual setting fluid valve assess operational health fluid valve actual actual fluid determined faulty healthy verify fluid healthy fluid additional times operational health fluid assessed simultaneously', 'controller simultaneously command fluid operational health fluid actual operational health fluid checked sequentially controller command fluid time operational health fluid actual command signal fluid controller fluid healthy controller abort', 'abort flushing pump diagram implementation apparatus communication controller manifold operable control flow manifold operating controller remotely control valve command signal valve transition valve setting setting command signal receive feedback', 'feedback signal valve indicative actual setting valve assess operational health valve actual operating repeated additional times valve command signal command signal feedback signal feedback signal setting setting actual setting actual setting', 'setting operating controller remotely control valve command signal valve transition valve setting command signal controller receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting', 'setting setting closed flow setting setting open flow setting operating controller remotely control valve command signal valve transition valve setting command signal controller receive feedback signal valve indicative actual setting valve reassess', 'reassess operational health valve setting actual setting setting closed flow setting operating controller time valve valve valve operating controller remotely valve command signal valve transition valve setting feedback signal valve indicative', 'actual setting valve operational health valve setting actual setting operational health remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual', 'actual setting operational health remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual setting diagram apparatus manifold fluidly coupling manifold', 'manifold fluidly coupling fluidly coupling manifold fluidly coupling communication controller bleed operable generate information indicative fluid operating controller pump operate pump transition closed flow position valve pump bleed valve pump', 'pump transition open flow position controller determine conduit pump information controller conduit pump pump fluidly uncoupled manifold prior valve bleed valve operating controller confirm valve pump closed flow position confirm valve pump bleed', 'bleed valve pump open flow position prior causing pump operate causing pump cease operate operating controller remotely control bleed pump command bleed transition bleed command controller receive feedback bleed pump feedback indicative actual bleed', 'bleed controller assess operational health bleed pump actual operating controller transition bleed controller operate flow output increase fluid suction fluid velocity increase ability pump expel fluid fluid fluid communication fluid communication', 'controller flow operable generate information indicative rate fluid flow controller determine conduit pump substantially information flow controller cease operation pump controller conduit pump substantially view entirety person recognize apparatus', 'apparatus manifold operable control flow b controller operable remotely control valve command signal valve transition valve setting setting command signal receive feedback signal valve indicative actual setting valve assess operational health valve', 'valve actual command signal command signal feedback signal feedback signal setting setting actual setting actual setting controller operable remotely control valve command signal valve transition valve setting command signal receive feedback signal', 'signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow setting setting open flow setting controller operable remotely control valve command signal valve transition valve setting', 'setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow setting valve valve valve controller operable remotely control valve command signal', 'signal valve transition valve setting receive feedback signal valve indicative actual setting valve assess operational health valve setting actual setting operational health remotely control valve command signal valve transition valve setting', 'setting receive feedback signal valve indicative actual setting valve assess operational health valve setting actual setting operational health remotely control valve command signal valve transition valve setting receive feedback signal valve', 'valve indicative actual setting valve assess operational health valve setting actual setting communication controller manifold operable control flow manifold b operating controller remotely control valve command signal valve transition valve setting', 'setting setting command signal receive feedback signal valve indicative actual setting valve assess operational health valve actual command signal command signal feedback signal feedback signal setting setting actual setting actual setting operating', 'operating controller remotely control valve command signal valve transition valve setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow', 'flow setting setting open flow setting operating controller remotely control valve command signal valve transition valve setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting', 'setting actual setting setting closed flow setting valve valve valve operating controller remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual', 'actual setting operational health remotely valve command signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual setting operational health remotely valve command signal', 'signal valve transition valve setting feedback signal valve indicative actual setting valve operational health valve setting actual setting apparatus manifold manifold operable control flow manifold operable control flow bleed fluidly bleed fluidly', 'fluidly remotely operable control flow bleed port b c fluidly coupling fluidly coupling e operable generate indicative fluid f controller communication bleed controller operable valve pump transition closed flow position valve pump bleed valve pump', 'pump transition open flow position determine conduit pump information controller operable determine conduit pump threshold fluid information controller operable valve pump closed flow position determine valve pump bleed valve pump open flow position', 'position prior causing transition bleed controller operable commence operation prior causing commence operation controller operable remotely control bleed pump command bleed transition bleed command receive feedback bleed pump feedback indicative', 'actual bleed assess operational health bleed pump actual controller operable causing valve bleed operate flow output apparatus flow communication controller operable generate information indicative rate fluid flow controller operable determine', 'determine conduit pump substantially information flow controller operable determine conduit pump substantially threshold flow rate information flow conduit substantially threshold greater flow rate information flow controller operable cease', 'cease operation substantially causing cease operation controller operable remotely control bleed pump command bleed transition bleed command receive feedback bleed pump feedback indicative actual bleed assess operational health bleed pump actual', 'actual manifold manifold manifold operable control flow manifold operable control flow bleed fluidly bleed fluidly remotely operable control flow bleed port b fluidly coupling manifold fluidly coupling c fluidly coupling manifold fluidly coupling', 'coupling communication controller bleed operable generate information indicative fluid e operating controller pump operate valve pump transition closed flow position valve pump bleed valve pump transition open flow position determine conduit pump', 'pump information fluidly pump manifold controller conduit pump operating controller confirm valve pump closed flow position confirm valve pump bleed valve pump open flow position operating controller remotely control bleed pump command bleed', 'bleed transition bleed command receive feedback bleed pump indicative actual bleed assess operational health bleed pump actual operating controller transition valve bleed operating controller operate flow output communication controller flow', 'flow operable generate information indicative rate fluid flow controller operable determine conduit pump substantially information flow operating controller cease operation pump controller conduit pump substantially foregoing person better', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning']	158	[0, 0, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 0, 12, 0, -1, 12, -1, 15, 17, 1, -1, -1, 15, 12, 12, 12, 12, 0, 12, 12, 12, 12, 0, 0, 0, 7, -1, 30, 1, 47, 1, 47, 0, 47, 47, -1, 0, 47, -1, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0, 6, 20, 14, 14, 14, 6, -1, 3, 6, 14, -1, 12, -1, -1, -1, 0, 0, 0, -1, 12, 12, 12, 12, 12, 0, 12, 12, 12, 12, 12, 12, 0, 0, -1, 12, 0, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 0, 0, -1, 12, 15, 15, 0, 0, 0, 12, -1, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'setting valve actual health command signal operational feedback transition remotely indicative controller manifold assess operable bleed receive control flow operating', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.3537477989529449, 0.013934373336397504, 0.07596982177505511, 0.06463811066886102, 0.014722844340226762, 0.007640745218576645, 0.006684611885433057, 0.017945267336357318, 0.0067492408323078425, 0.008306647683472819, 0.008288558087609017, 0.01528957000176939, 0.00858767992945658, 0.007606217275957612, 0.005090410878967832, 0.014322080105715975, 0.0066293599129392975, 0.011065301024840195, 0.00972391584416955, 0.007993256736702106, 0.005613948154893994, 0.007077042727755311, 0.008859054418085174, 0.005255643835441844, 0.009041576356662563, 0.006519838183919149, 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-0.12597393989562988, -0.3337545394897461, 0.1678387075662613]	[-1.1919565 -0.24888687 0.2991943 ... 0.01207666 -0.02535685 -0.804061 ]	['16_spirit_person_appreciate_depart', '20_computer_media_network_processor', '47_mixer_wellsite_skidded_stationary', '15_degradable_valve_tubular_position', '17_bottle_piston_relief_valve', '7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '12_setting_valve_actual_health', '6_network_wireless_interface_display']	line node degradable coarse operating ascertain solenoid curve setting initiation port surface processor prolongation bound sleeve improvement readable container water basis sand information flow operation perturbation task depth given relief removable user gate code repetition card switch drive local formed command mobile trucks display acid memory selected spirit meaning composition clarity magnetic string observation disk fleet slurry network foregoing block identical telephone indicative interface direct remotely aqueous data drilling storage original random comply operable appreciate necessarily relationship pump gravel bleed drill torque control nonvolatile depart temporarily screen equivalent wellsite computer reduced dictate parameter quickly permit applicant decision abstract body degrading tubular approximately piston limit spectral valve multiplex mixer intermediate circuit communication understand sat stated configuration running signal volatile degrade polymer interpret positioned bottle model vibration eccentric graphics gel sealing provided simplicity return test variation bus connected learning tape arrangement dry cleavable rotary degraded semiconductor production input operational area communicate actual equipment flash opening trailer reservoir receive score transportation fluidly inlet lower disclosed skidded module diagram architecture fluid inner floppy base output ram feedback perform annulus size casing sampling apparatus time feature bit fitting article health amide note surfactant stage accepted medium share optional conditioner media actuation wired controller additional concept unlabeled contact program filling access manifold cellular solution stationary check speed chloride mud view assess preceding analysis independently transition printer viscosity pack similar satellite realize permanently position person wireless reader metal outlet repeat truck formation	wirelessly cache prolongation processor monitor improvement calcium water cell prediction flow hydrocarbon reduction designing minimization approximate teaching hydraulic command mobile trucks electronic recorder acid memory injection communicating matrix clarity technology magnetic cement diagnostic foregoing identical degradation sensor interface choke drilling data pipe comply bentonite pump quartz bleed determined drill accelerometer login wellsite computer reduced straightforward degrading geologic piston spectral valve mixer verify projection configuration mineral server bottle solver simplicity exemplify variation semiconductor seismic inventive trailer routine hydrostatic borehole comparator subterranean hardware fluid multicore chips intention feedback health sampling practical reduce wired rock controller hydraulically router cellular crystallization silica completion tubing chloride slide analysis spectrometry viscosity similar brief cavity wireless reducing oil routinely dehydration dissolving simplify truck	solenoid initiation port prolongation improvement readable water sand flow depth relief gate repetition card switch local mobile trucks acid memory spirit composition string magnetic fleet slurry network foregoing telephone identical interface direct remotely drilling data storage original comply operable relationship pump gravel bleed torque nonvolatile parameter screen depart wellsite computer reduced quickly applicant abstract degrading tubular piston spectral valve multiplex mixer intermediate sat running polymer bottle model eccentric vibration graphics sealing test bus learning rotary dry degraded semiconductor operational equipment flash opening trailer reservoir score inlet disclosed diagram skidded fluid architecture base ram feedback casing annulus health perform sampling printer feature article surfactant stage conditioner optional media controller additional concept unlabeled stationary speed chloride mud independently transition preceding viscosity satellite wireless reader metal formation	line degradable coarse solenoid curve setting surface processor bound improvement water container information operation perturbation relief switch card local command mobile trucks display acid memory spirit composition string clarity magnetic meaning disk slurry network foregoing identical indicative interface direct aqueous drilling data storage random operable appreciate pump gravel drill depart screen equivalent wellsite computer permit abstract body degrading tubular piston spectral valve multiplex mixer intermediate signal volatile degrade interpret bottle model eccentric vibration test variation connected cleavable dry production operational area actual flash reservoir inlet transportation lower module fluid feedback perform health printer time feature article surfactant conditioner medium optional share media unlabeled contact filling access stationary speed check view transition analysis similar position person wireless reader outlet repeat formation	['Wellsite Fleet Management and Fluid Transportation Solutions with Stationary Skidded Containers', '"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Degradable Fluid Flow Control Valve System in Tubular Housing', 'Fluid Filling System with Piston', 'Valve', 'and Solenoid Configuration', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Remote Control Valve Settings and Operational Health Assessment', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'arrangement sampling fluid bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation', 'control fluid flow interior inner tubular valve operational position degradable valve positioned annulus housing inner tubular degrading degradable valve response degradable degrading release valve body blocking fluid flow valve proportion fluid', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'setting operating controller remotely control valve command signal valve transition valve setting command signal controller receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'flow housing annulus screen fluid flow opening intermediate tubular fluid flow axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position valve intermediate tubular disclosed degradable fluid degradable degrade', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'relief valve fluid accepted bottle piston arrangement sampling fluid provided bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'setting receive feedback signal valve indicative actual setting valve assess operational health valve setting actual setting operational health remotely control valve command signal valve transition valve setting receive feedback signal valve', 'bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation solenoid check valve water bottle arrangement sampling fluid provided compromising bottle piston', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'operating controller remotely control valve command signal valve transition valve setting command signal receive feedback signal valve indicative actual setting valve reassess operational health valve setting actual setting setting closed flow', 'mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface mixer fluidly connected mixer container container contain substantially sand sandlike silica quartz mixer operable', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'fluid hereinafter simply fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily wellsite surface fluid mixer fluid manifold known manifold trailer missile', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'valve intermediate tubular opening formed body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response degradable degrading proportion fluid flow', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'fluid known gel mixer discharge base fluid fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface wellsite mixer fluidly connected', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US10197693B2'	'Barrier evaluation system and method'	['G01V1/50', 'E21B47/0005', 'E21B47/005', 'G01V1/40', 'G01V1/42']	['Analysing data', 'No data available', 'Monitoring or checking of cementation quality or level', 'Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging', 'Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging using generators in one well and receivers elsewhere or vice versa']	2016-02-23T14:00:00Z	['Ram Sunder Kalyanraman', 'Bernard Georges Frignet']	['Schlumberger Technology Corp']	['barrier evaluation disclosed vibration measurement data measured casing addition boundary definition barrier casing formation vibration measurement data barrier boundary definition vibration sensor casing vibration source generating data logging', 'logging vibration measurement data received vibration sensor processor boundary definition barrier casing formation vibration measurement data barrier boundary definition vibration measurement data measured formation vibration measurement data', 'data casing arrival data formation arrival data tube wave data vibration measurement data boundary change point seismic attribute driven boundary change point schematic information lithology information formation log data measured sonic ultrasonic', 'measured borehole boundary determined vibration measurement data schematic information lithology information log data source location information vibration boundary determined vibration measurement data source location information source location', 'location information wellhead position position close wellhead position away wellhead position vibration measurement data borehole seismic data measured boundary determined borehole seismic data borehole seismic data borehole seismic seismic', 'seismic vibration measurement data measured boundary determined annular barrier cement sag change point vibration sensor formation vibration source generating received vibration sensor data logging vibration measurement data received vibration', 'vibration sensor vibration measurement data casing arrival data formation arrival data tube wave data processor vibration measurement data boundary change point seismic attribute driven boundary change point vibration sensor distributed vibration', 'vibration sensor array vibration sensor permanently ground surface vibration sensor borehole drill pipe tubing vibration source wellhead position position close wellhead position away wellhead position processor vibration measurement data source', 'source location information vibration processor boundary vibration measurement data schematic information lithology information formation log data measured sonic ultrasonic measured borehole vibration measurement data borehole seismic data measured', 'measured boundary determined borehole seismic data borehole seismic data borehole seismic seismic vibration measurement data measured boundary determined annular barrier cement sag change point related benefit priority provisional ser barrier', 'barrier evaluation incorporated entirety thereto background section introduce reader related helpful reader background information facilitate better read light prior admitted prior virtue inclusion section casing place prevent collapse facilitate', 'completion production casing seal annulus casing formation integrity cement sealed annulus vitally important consideration safety efficient site sonic logging known oil field industry ultrasonic logging sonic ultrasonic highly suitable commonly', 'commonly facilitate determination acoustic impedance barrier barrier cement cement annulus casing acoustic impedance assessment hydraulic isolation produced barrier typically cement casing st annulus barrier known allow prevent robust evaluation', 'barrier cement casing provided introduce selection identify key essential matter aid matter barrier vibration measurement data measured casing boundary definition barrier casing formation vibration measurement data barrier boundary definition', 'boundary definition boundary definition boundary definition schematic information lithology information formation log data measured sonic ultrasonic measured borehole boundary definition determined vibration measurement data schematic information', 'lithology information log data addition source location information vibration boundary definition determined vibration measurement data source location information source location information wellhead position position close wellhead position away', 'away wellhead position vibration measurement data borehole seismic data measured boundary definition determined borehole seismic data borehole seismic data borehole seismic seismic borehole seismic data boundary definition determined annulus casing', 'casing borehole seismic data boundary definition determined annulus casing barrier vibration sensor casing vibration source generating received vibration sensor data logging vibration measurement data received vibration sensor processor boundary', 'boundary definition barrier casing formation vibration measurement data barrier boundary definition vibration sensor distributed vibration sensor array fiber optic cable vibration sensor barrier vibration sensor permanently vibration sensor borehole', 'borehole drill pipe tubing vibration source wellhead position position close wellhead position away wellhead position processor determine vibration measurement data source location information vibration vibration source ground surface addition', 'addition boundary definition boundary definition boundary definition processor determine boundary definition vibration measurement data schematic information lithology information formation log data measured sonic ultrasonic measured borehole', 'borehole vibration measurement data borehole seismic data measured boundary definition determined borehole seismic data borehole seismic data borehole seismic seismic disclosed vibration measurement data measured boundary definition determined', 'annular barrier barrier cement learned reading brief apparatus schematic illustration seismic optional schematic block diagram barrier evaluation boundary definition criteria simplified graphical representation received seismic signal plotted time', 'time depth showing general position signal general position late simplified graphical representation received seismic signal plotted time depth showing individual wave simplified graphical representation received seismic signal plotted time depth', 'depth showing start strong going tube wave end strong going tube wave reflection point strong going tube wave start strong going tube wave simplified graphical representation received seismic signal plotted time depth showing persistent low', 'low frequency reverberation formation arrival strength depth simplified graphical representation received seismic signal plotted time depth showing persistent low frequency reverberation formation arrival strength depth simplified graphical', 'graphical representation received seismic signal plotted time depth showing casing arrival strength depth clarity actual implementation specification course development actual achieve compliance vary implementation development effort complex routine', 'routine undertaking benefit specification feature structure characteristic connection appearance specification necessarily combined suitable manner shall meaning word specification term subterranean environment particularly broadly mean subterranean', 'environment logging acoustic permanent combination incorporated logging permanent cable line coiled tubing conveyance deployment suitable equivalent spirit inventive lie single disclosed expressly incorporated standing separate integrity cement', 'cement logging determination acoustic impedance annulus casing aid assessment hydraulic isolation sonic ultrasonic highly suitable commonly evaluate cement casing st annulus technique robust evaluation barrier cement casing follow approach', 'approach conventional sonic ultrasonic borehole seismic enable evaluation cement st annulus annulus methodology isolation combination data driven approach borehole seismic data borehole seismic identify presence absence annulus data driven approach', 'approach direct reflected casing direct reflected formation direct reflected tube seismic amplitude frequency phase addition conventional sonic ultrasonic knowledge construction lithology information methodology evaluate cement casing st annulus', 'annulus borehole seismic data definition criteria cement annulus borehole seismic data definition criteria addition improve confidence cement evaluation borehole seismic data conventional data methodology carried borehole seismic data acquired', 'acquired disclosed borehole seismic data acquired conventional borehole seismic data single fiber optic distributed acoustic permanently annulus fiber optic cable run specially inside casing measurement seismic drilling data methodology integrate', 'integrate tube presence cement multiple tube phenomenon formation incident borehole surface commonly assigned distributed acoustic wave detection al pat cement sheath cased al ser publication incorporated entirety interface wave occur cased wave', 'wave fluid tube wave interface fluid wall tube suffer little energy loss typically retain relatively high amplitude reflected later time vertical seismic profile data tube wave formation traveling tube wave perturb formation open borehole squeezing', 'squeezing effect generate secondary tube travel location diagnosis presence open amplitude related qualitatively length width volume effect generally seen shallow overburden lower borehole seismic data acquired multiple station distributed fiber', 'fiber optic cable virtue nature wave propagation surface subsurface information wave travel wave propagation steel casing b wave propagation formation c wave propagation tube fluid filled inside steel casing annulus depending acoustic coupling', 'coupling formation affected acoustic wave array good quality signal wave propagation formation array steel casing annulus formation array casing formation annulus casing uncemented significant drop amplitude energy formation arrival depending', 'depending uncemented contain low quality coupling formation investigating behavior strength formation arrival isolation combination information help identify presence cement position cement st annulus casing disclosed publication energy surface', 'surface steel casing travel largely unattenuated uncemented tube wave interface fluid wall tube wave general suffer little energy loss typically retain high amplitude tube wave surrounding formation traveling perturb affect formation squeezing', 'squeezing effect generate secondary tube travel annulus construction tube diagnostic related borehole size completion presence absence cement annulus cement tops cement presence absence tube respective reflection simplify annulus cement cement type', 'type barrier applied appropriate known general evaluate annulus cement schematic representation cased surface earth formation surface dry land subsea casing surrounded casing casing surrounded borehole wall size irregular annulus casing casing', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'option distributed vibration sensor fiber optic cable extended casing detect source vibration source surface option array multiple provided casing tubing cable coil tubing drill pipe measurement drilling logging drilling source vibration source', 'source create acoustic sonic seismic evaluate annulus cement data logging vibration sensor vibration source generating received vibration sensor processor computer apparatus data logging foregoing tubing cable vibration sensor array multiple', 'multiple foregoing data logging tubing cable vibration source foregoing source data logging generation array multiple data logging tubing cable data logging produce data log received array multiple processor data logging cable network received data', 'data log data logging data log transferred data logging processor storage medium memory memory card magnetic tape disk optical disk processor data logging processor vibration data log boundary definition boundary definition annulus barrier cement', 'cement casing formation determine presence cement annulus fiber optic cable permanent sensor provided place permanent conduit fiber optic cable sensor removably conduit source source array source surface source offshore ocean source produce able', 'able received source create acoustic sonic seismic generally current initial criteria cement mud criteria seismic casing formation tube affected presence absence good acoustic coupling presence cement addition presence behavior direct reflected', 'reflected casing tube formation entire presence acoustic presence cement criteria information information related help rule construction borehole size completion lithology related trap consideration fact surface spatial head lead influence lead', 'lead higher lower sensitivity cement st multiple late time especially unique range depth survey hold information cement tops single multiple similar repeated source wellhead close head spaced away facilitate mode result methodology criteria boundary', 'boundary directed reflected acoustic criteria seismic attribute clustering phase frequency attribute driven change point data behavior important identify associate lithology related related completion related methodology data attribute amplitude', 'amplitude phase frequency reflection previously presence absence acoustic cement barite presence sonic ultrasonic clarify presence absence cement barite st annulus information borehole seismic data enhance ability evaluate presence absence cement', 'cement multiple casing produce casing cement sag evaluation borehole seismic direct reflected casing direct reflected formation direct reflected tube considered view boundary boundary feeding boundary lithology major minor lithology diameter known', 'known annulus completion data st annulus barrier definition data acoustic sonic seismic ultrasonic exemplary graph time depth simplified version data log general interpretation section data log casing arrival middle data log tube lower log formation', 'formation addition right hand half graph classified late behavior version graph individual casing event casing reflection formation direct going arrival formation reflection graph tube going tube reflected tow frequency upper graph persistent low', 'low frequency vertical time graph addition start strong going tube end strong going tube upper dashed line reflection point strong going tube start strong going reflected lower dashed line formation arrival strength vary depth increasing depth', 'depth persistent low frequency vertical time going reflected tube wave formation arrival strength depth persistent low frequency vertical time finally graph data log upper dashed rectangle casing arrival strength depth increasing depth lower dashed', 'dashed rectangle formation arrival strength depth stated increasing depth data reflection established evaluate annulus single string annulus multiple string criteria split general location source head source short distance source medium distance', 'distance source general approximation limitation short distance approximately head medium distance approximate range large generally greater turn head source signal source near head quiet late half signal depth cement annulus interval presence', 'presence strong casing arrival formation arrival weak tube wave interval annulus cement annulus cement weak casing arrival relatively weak formation arrival addition cement annulus start strong going tube wave end strong going tube wave reflection', 'casing arrival cement annulus associate reflection strong going tube wave strong going tube wave reflection strong going formation wave going formation wave annulus cement strong formation arrival tube wave quiet behavior arrival short distance', 'distance source annulus cement late half signal busy uncemented interval weak presence casing arrival formation arrival strong tube wave persistent late time low frequency vertical annulus cement annulus cement weak casing arrival relatively weak', 'weak formation arrival start strong going tube wave end strong going tube wave reflection casing arrival persistent late time low frequency reverberation vertical reflection strong going tube wave strong going tube wave reflection strong going', 'going formation wave going formation wave annulus cement strong formation arrival tube wave quiet behavior arrival medium distance source annulus cement late half signal busy uncemented interval weak casing arrival formation arrival strong tube', 'tube persistent late time low frequency vertical annulus cement annulus cement weak casing arrival relatively weak formation arrival start strong going tube wave end strong going tube wave reflection casing arrival persistent low frequency', 'frequency reverberation vertical reflection strong going tube wave strong going tube wave reflection strong going formation wave going formation wave repeated formation time annulus cement strong formation arrival tube wave quiet behavior arrival', 'arrival appreciate possible materially cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke', 'invoke paragraph expressly function comparatively expensive exhibit strength corrosion resistance sufficient equal exceed current service preceding illustrate exhaustive limit precise disclosed possible light teaching chosen best explain practical', 'practical preceding enable best utilize']	71	[2, 2, 2, 2, 2, -1, 2, -1, 2, 2, -1, -1, 10, -1, 2, 2, 2, 2, 4, -1, 2, -1, 2, 2, -1, -1, 2, -1, -1, 10, -1, -1, 2, 4, -1, -1, -1, 4, -1, -1, -1, 10, 10, 10, 4, 2, 4, -1, 4, -1, -1, -1, 2, -1, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 48, -1, 16]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[1.710757370830612e-306, 1.20598504689728e-307, 1.0, 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0.42300367 ... -0.08054031 0.40622574 -0.64215076]	['16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '2_seismic_rock_data_modeling', '-1_data_drilling_information_formation', '10_cement_casing_annulus_acoustic', '4_fiber_optical_optic_sensor']	ascertain environment response surface dispersion inverted helical invoke modeling information flow depth sweet secure structural physics spirit meaning string cement foregoing block sensor materially data drilling cable comply isolation cover light appreciate petroleum probe pump drill acoustic flexural control depart equivalent quickly applicant abstract digital expressly mode multiphase express geologic limit domain barrier ultraviolet strain understand stated signal interpret model wooden fiber shear learning production paragraph equipment length seismic zonal bond reservoir distributed attenuation disclosed subterranean infrared radiation fluid measurement ultrasonic immersion receiver geological intention optic casing annulus time compressional exemplary inversion rock cylindrical preceding analysis evaluation impedance realize nail person function reader optical screw formation	geological interferometer optic drilling intention annulus cable operating practical compressional steel comply fiber wooden shear petroleum exemplify rock determined drill acoustic flexural helical hydrocarbon seismic tubing scanner designing inventive cylindrical borehole geophone secure structural geologic hydraulic stable physics teaching nail quantitative geophysical communicating radiation oil optical thermoplastic cement logic fixing foregoing shale sensor formation	geological drilling casing annulus model cable environment compressional isolation exemplary cover fiber wooden comply shear petroleum learning acoustic flexural helical depart foregoing flow equipment quickly seismic depth zonal applicant abstract bond reservoir preceding secure express structural physics disclosed domain subterranean nail infrared function spirit radiation reader string ultraviolet optical strain cement ultrasonic screw formation receiver	optic intention data drilling casing annulus interpret model time cable isolation light fiber wooden appreciate inversion petroleum response probe rock surface drill acoustic flexural helical modeling depart information equivalent length seismic applicant abstract digital bond mode reservoir evaluation express structural secure geologic nail spirit person radiation reader fluid meaning optical cement foregoing screw sensor formation	['Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US20080066965A1'	'Methods and apparatus for attenuating drillstring vibrations'	['E21B17/07']	['Telescoping joints for varying drill string lengths; Shock absorbers']	2006-09-20T13:00:00Z	['Demosthenis Georgeou Pafitis', 'Chaur-Jian Hsu', 'Jahir Alfonso Pabon', 'Joachim Sihler']	['Schlumberger Technology Corp']	['apparatus highly drilling vibration attenuation appropriate vibration attenuation inserted vibration energy maximal vibration attenuation loosely solid sand metallic powder cavity rough geometric enhance vibration energy transfer loosely vibration', 'vibration energy dissipated friction inelastic occur result motion apparatus vibration attenuation module vibration attenuation module mandrel mandrel outer surface inner surface inner surface passageway mandrel annular cavity inner outer annular', 'annular cavity apparatus mandrel threaded insertion adjacent drill apparatus mandrel pipe pipe attached disposed inside pipe annular cavity disposed apparatus mandrel pipe pipe attached concentric pipe annular cavity disposed apparatus mandrel', 'mandrel insertable stabilizer modular placement apparatus insertable stabilizer annular cavity apparatus mandrel stabilizer ring attachment apparatus stabilizer ring attached collar apparatus stabilizer ring annular cavity apparatus cavity internal', 'internal wall enhance transfer vibration energy internal wall apparatus internal wall spiral apparatus internal wall increase apparatus internal wall surface apparatus vibration attenuation module vibration attenuation module concentric cavity', 'cavity formed concentric cavity apparatus cavity internal wall enhance transfer vibration energy apparatus internal wall geometrically shaped facilitate transfer axial lateral torsional vibration energy internal wall apparatus internal wall spiral', 'spiral apparatus internal wall increase apparatus internal wall surface apparatus internal wall zigzag pattern surface apparatus loosely cavity apparatus solid apparatus vibration attenuation apparatus vibration attenuation vibration attenuation', 'maximum vibration apparatus drill pipe concentric annular cavity solid loosely annular cavity apparatus vibration attenuation module vibration attenuation module stabilizer ring hollow collar hollow loosely apparatus hollow loosely drilling induced', 'induced vibration attenuation module absorbing vibrational energy vibration attenuation module strategically multiple vibration attenuation reduce vibration multiple vibration attenuation vibrational energy maximal field specification generally', 'generally apparatus drilling subsurface particularly specification improving drilling extending life background known drilling undergo potentially axial bit bounce torsional lateral whirling known phenomena damage drilling damper bad r extensive', 'extensive study engineering better understand monitor control potentially h drilling engineering graham clayer f j k lee h effect surface boundary vibration p c tucker r w wang c model dynamics university w c warren j j mass imbalance major source c', 'source c w g w g tendency field directional drilling data finite model surface control deal g w torque feedback cure slip stick motion alley g b real time shock improve reliability w c generation mechanism control smith drilling dynamics model', 'model measure optimize loop real time clear damping greater impact extent damage subjected damping technology isolation sub loosely threaded cylindrical rubber threaded cavity rubber threaded cylindrical damp drilling induced rubber inter make', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'regulated magnetic circuit tune damping drilling clear proposal effective specification directed reducing effects outlined needs specifically apparatus drilling vibration attenuation appropriate vibration attenuation inserted vibration energy', 'energy maximal vibration attenuation loosely solid sand metallic powder high density tungsten similar heavy metal powder cavity geometric enhance vibration energy transfer loosely vibration energy dissipated friction inelastic occur result motion', 'motion apparatus vibration attenuation module vibration attenuation module mandrel mandrel outer surface inner surface inner surface passageway mandrel annular cavity inner outer annular cavity mandrel threaded insertion adjacent drill mandrel pipe', 'pipe pipe attached disposed inside pipe annular cavity disposed apparatus mandrel pipe pipe attached concentric pipe annular cavity disposed mandrel stabilizer ring attachment stabilizer ring attached collar stabilizer ring annular cavity apparatus', 'apparatus cavity internal wall enhance transfer vibration energy internal wall internal wall spiral internal wall increase internal wall surface apparatus vibration attenuation module vibration attenuation module concentric cavity formed concentric', 'cavity cavity internal wall enhance transfer vibration energy internal wall geometrically shaped facilitate transfer axial lateral torsional vibration energy internal wall internal wall spiral internal wall increase internal wall zigzag pattern', 'pattern surface loosely cavity solid vibration attenuation vibration attenuation maximum vibration apparatus drill pipe hole concentric annular cavity solid loosely annular cavity apparatus vibration attenuation module vibration attenuation module', 'module stabilizer ring hollow collar hollow loosely hollow loosely drilling induced vibration attenuation module absorbing vibrational energy vibration attenuation module strategically multiple vibration attenuation reduce vibration multiple', 'multiple vibration attenuation vibrational energy maximal additional learned reading brief illustrate specification view drilling vibration attenuation module longitudinal view vibration attenuation stage longitudinal view vibration attenuation', 'stage b view vibration attenuation stage view vibration attenuation stage drilling view partly section showing vibration attenuation place drilling identical similar necessarily identical susceptible alternative disclosed cover falling course', 'course development actual achieve compliance vary implementation development effort complex routine undertaking benefit specification feature structure characteristic connection appearance specification necessarily combined suitable manner shall', 'shall meaning word inventive lie single disclosed expressly incorporated standing separate apparatus drilling vibration attenuation appropriate vibration attenuation inserted vibration energy high maximal vibration attenuation loosely solid sand', 'sand metallic powder solid high density tungsten similar heavy metal powder generally round spherical ranging particle size vibration energy dissipated friction inelastic occur result motion dissipation vibration energy friction inelastic particle', 'particle damping generally speaking particle damping structural damping vibrating structure pat incorporated entirety generally loosely granular sand metallic powder absorb kinetic energy particle damping applied attenuation acoustic logging pat', 'pat incorporated entirety small filled heavy high frequency typically small amplitude typically micron nature acoustic attenuate difficult impossible damping successful discovered drilling induced typically lower frequency usually exhibit large', 'large borehole wall particle damping turning connector check valve check valve disconnect capable directional drilling known benefit entire rotation drill bit facilitate borehole drilling mud motor drive rotate drill bit adjustable bent housing', 'housing directional drilling vibration attenuation especially effective entire fully need mud motor adjustable bent housing acoustic logging equipment equally applicable low frequency make drilling drilling generate heavy reduce life drilling', 'drilling apparatus vibration attenuation module vibration attenuation inserted vibration attenuation module mandrel mandrel outer surface inner surface inner surface passageway mandrel drilling mud communicate therethrough annular cavity formed', 'formed inner outer annular cavity loosely annular cavity facilitate vibration attenuation volume annular cavity increase energy absorbed volume annular cavity require consideration mechanical mud flow inherent drilling mandrel preferably necessarily', 'threaded allow vibration attenuation module inserted adjacent segment mandrel single piece mandrel pipe pipe attached disposed inside pipe annular cavity disposed pipe cylindrical pipe pipe cylindrical attached concentric pipe annular cavity', 'cavity internal wall enhance transfer vibrational energy internal wall internal wall geometrically shaped facilitate transfer axial lateral torsional vibration energy internal wall internal wall spiral internal wall increase spiral zigzag pattern', 'pattern internal wall surface allow designing internal wall best damping vibrational axial lateral torsional achieve maximum overall performance vibration attenuation spaced vibration attenuation vibration attenuation maximum vibration benefit', 'benefit recognize preplan drill modeling study experimentation yield likely maximum vibration mandrel stabilizer ring stabilizer ring attachment stabilizer ring attached collar stabilizer ring radially equally spaced hollow interior annular cavity', 'cavity annular discontinuous circumferentially annular loosely particle damping stabilizer significantly increase life absorbing shock vibration induced drilling vibration attenuation module stabilizer ring attached separate vibration module', 'module insertable stabilizer similar insertable stabilizer preferably necessarily threaded threaded allow vibration attenuation module inserted adjacent segment stabilizer ring insertable stabilizer radially equally spaced hollow interior annular', 'annular cavity annular loosely vibration attenuation attenuation insertable inserted particle damping insertable significantly increase life absorbing shock vibration induced drilling apparatus specification particle damping drilling induced', 'induced vibration attenuation module absorbing vibrational energy vibration attenuation module strategically multiple vibration attenuation reduce vibration multiple vibration attenuation vibrational energy maximal preceding illustrate exhaustive', 'limit precise disclosed possible light teaching chosen best explain practical preceding enable best utilize taught']	42	[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 46, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, 10, 46, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 16]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'cement casing annulus acoustic evaluation isolation bond inversion flexural mode barrier zonal impedance ultrasonic compressional attenuation dispersion shear signal inverted', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.04037437160473001, 0.0026390216811955644, 0.029947789118844412, 0.015848944665962057, 0.003765947123651519, 0.0008677791131479311, 0.0017583229471154346, 0.0045910168439192885, 0.001532107733534486, 0.0017104958729180415, 0.006259457641384995, 0.0011908261178485578, 0.000628676635037874, 0.0019573174003855915, 0.0010718027407743602, 0.002315721791484677, 0.0013886005979153464, 0.0008051996855510665, 0.002181939716749466, 0.002681824062931413, 0.00122593104022827, 0.0017552835713853935, 0.002422275177811836, 0.0012509240232695177, 0.0023751567468312034, 0.0021302257430445438, 0.0031154862525278066, 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-0.14680716395378113, 0.06018035113811493, -0.5548899173736572, 0.38158944249153137, -0.4688863158226013, 0.0461370050907135, 0.18856927752494812, -0.018799256533384323, -0.4344100058078766, -0.13332924246788025, 0.37188345193862915, -0.2228451520204544, -0.4201423227787018]	[-0.24626064 -0.34241545 0.61261535 ... 0.3391736 0.39478415 -0.75537 ]	['16_spirit_person_appreciate_depart', '46_difficult_consuming_pipe_damping', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '10_cement_casing_annulus_acoustic']	ascertain exploring port surface dispersion sleeve inverted water sand information failure hydrocarbon flow depth drive acid spirit meaning composition string cement slurry foregoing difficult block aqueous drilling data subsea pipe comply isolation operable appreciate pump gravel drill acoustic torque flexural control depart screen equivalent quickly applicant abstract complicated mode typically piston limit valve barrier understand offshore stated signal recovery costly polymer interpret model eccentric hazardous gel drum shear return installation learning rotary cleavable production equipment zonal bond reservoir damping attenuation disclosed consuming impossible fluid ultrasonic casing size annulus bit time amide surfactant compressional complex inversion controller speed chloride mud preceding evaluation viscosity pack impedance realize position person reader metal outlet flexible formation	intention drilling costly mineral annulus pipe practical explosive compressional steel hazardous comply bentonite shear exemplify pump expensive rock determined drill acoustic huge flexural calcium hydrocarbon harsh crystallization silica seismic tubing scanner designing chloride complicated inventive slide borehole viscosity teaching geologic hydraulic piston valve acid cavity quantitative communicating oil fluid cement foregoing formation	drilling casing costly polymer annulus model subsea eccentric compressional surfactant isolation comply operable drum shear pump port gravel learning rotary controller acoustic torque flexural depart sand foregoing failure hydrocarbon flow equipment quickly applicant depth zonal chloride abstract mud bond reservoir damping preceding viscosity acid disclosed spirit reader composition string metal flexible cement slurry offshore ultrasonic formation recovery	aqueous data drilling casing annulus interpret model time subsea pipe eccentric surfactant isolation operable appreciate inversion pump gravel surface cleavable drill acoustic flexural water depart screen information equivalent failure hydrocarbon speed abstract complicated bond mode reservoir evaluation acid position spirit person impossible reader composition fluid string meaning outlet flexible cement slurry offshore foregoing difficult formation	['Evaluation of Cement Bond and Acoustic Attenuation in Casing Annulus Isolation', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'casing acoustic cement evaluation data acoustic logging determine presence solid cement annular acoustic cement evaluation data estimate cement cement annular generally solid character numeral properly acoustic cement evaluation data potential', 'casing annulus casing ant borehole wall cement annulus cement annulus cement cement fix casing casing function seal annulus annulus cement cement respectively cement cement stated check integrity cement cement locate representative option', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'data estimate cement compressional shear evaluate cement determine cement impedance annulus annulus refer suitable filling annular area casing formation cement commonly annulus refer annulus cement cement applicable suitable annulus knowledge', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20120316788A1'	'Formation Testing Planning And Monitoring'	['E21B49/003', 'E21B33/124', 'E21B47/06', 'E21B47/07', 'E21B47/12', 'E21B49/008', 'E21B49/086']	['Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by analysing drilling variables or conditions', 'Units with longitudinally-spaced plugs for isolating the intermediate space', 'Measuring temperature or pressure', 'Temperature', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by injection test; by analysing pressure variations in an injection or production test, e.g. for estimating the skin factor', 'Withdrawing samples at the surface']	2010-10-05T13:00:00Z	['Sylvain Bedouet', 'Julian Pop']	['Schlumberger Technology Corp']	['formation data extending subterranean formation test operating parameter hydraulic response fluid test operating parameter formation data response fluid indicative control stability problem test determination response fluid indicative control', 'control stability problem formation data extending subterranean formation test operating parameter hydraulic response fluid test operating parameter formation data response fluid indicative control stability problem test determination response fluid', 'fluid indicative control stability problem test operating selected group mud composition mud type drawdown duration drawdown volume test operating configuration hydraulic test operating configuration test operating configuration packer spatial', 'spatial arrangement testing configuration testing configuration response fluid indicative control stability problem formation data profile collected formation data profile test operating parameter determination profile indicative control stability', 'stability problem response related test operating parameter value response selected selected pit gains gas elution rate apparatus formation data extending subterranean formation test operating parameter hydraulic response fluid test operating', 'operating parameter formation data response fluid indicative control stability problem test determination response fluid indicative control stability problem background modular formation dynamics tester technology corporation routinely run tough', 'run tough logging technology corporation perform drill stem routinely technical paper wellsite surface data martin c drilling conference paper control real rig equipment improve training validation wang health safety environment oil gas exploration', 'production conference paper development computer simulator coiled tubing petroleum computer conference paper transient phase flow offshore pigging p c r h annual technical conference exhibition la paper low head drilling real time interpretation', 'measured data operational j c v h annual technical conference exhibition la paper experimental theoretical investigation upward phase flow c v rune w time journal volume paper approach risk hydraulic control perspective pacific drilling technology', 'conference exhibition bangkok paper successful choke prevent salt water drilling high tertiary salt southern j c c n h f drilling conference exhibition san pub transient testing open bore transient testing open bore lower drill string minimum fixed', 'fixed outside drill string isolating reservoir interval pump formation fluid reservoir interval mud driven turbine electric cable energy supply pump chamber telemetry measuring fluid valve fluid flow reservoir interval circulation mud circulation', 'drill pipe annulus feeding formation fluid pump annulus telemetry measuring transmission flow rate fluid flow reservoir interval pump drill string annulus circulation feed formation fluid reservoir interval annulus time kept balance mud annulus time', 'time solve formation fluid reservoir interval entire pub incorporated brief best read accordance standard industry drawn scale fact arbitrarily reduced clarity b schematic apparatus diagram schematic view apparatus diagram b diagram simplify course', 'course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact formation testing open hole environment formation testing routinely', 'routinely evaluate underground reservoir formation testing typically drawdown phase perturbation reservoir formation fluid reservoir buildup phase stopped return equilibrium reservoir determined formation fluid mobility reservoir tested flow', 'flow reservoir apparatus facilitate formation testing open hole apparatus alleviate control formation testing apparatus formation testing permit hydraulic bladder packer similar closed formation testing formation testing sealing annulus involve', 'involve drilling mud bore formation testing circulation sub annulus formation test formation fluid reservoir mixed drilling mud suitable mixture formation fluid drilling mud surface separator choke line kill line choke manifold provided interpret', 'interpret accurately formation testing apparatus permit plan monitor formation testing test phase initial operating parameter testing configuration selected measurement objective formation test met interpretation likely reliable reservoir initial', 'initial operating parameter selected formation test safe manner phase behavior phases actual data initial operating tuned actual data unsafe early remedial action offshore site site onshore site disposed open hole subsurface cased casing ca site', 'ca site floating structure rig wellhead w riser r fixedly connected wellhead w conventional slip telescopic joint outer barrel riser r inner barrel floating structure seal therebetween compensate relative vertical movement heave floating rig riser r', 'riser r ball joint connected inner barrel slip joint floating structure rig compensate relative movement horizontal rotational pitch roll floating structure fixed riser r usually induced sea floor density drilling mud riser r hydrostatic overflow', 'overflow drilling mud riser r rigid provided level rig floor f rigid communicating drilling mud shale shaker mud pit drilling mud open atmospheric rig floor f shale shaker mud pit level rig floor f formation testing open hole gas unintentionally', 'enter riser r diverter gas handler annular blowout preventer blowout preventer stack provided diverter gas handler annular blowout preventer blowout preventer stack limit gas marine riser r prevent low formation gas rig floor f diverter gas handler', 'handler annular blowout preventer blowout preventer stack pipe string pipe string rotated raised riser r gas riser r suspected blowout preventer stack provided casing string wellhead w riser r blowout preventer stack provided ram blowout addition', 'addition annular blowout positioned blowout preventer stack ram blowout blowout preventer stack flow path mud gas away rig floor f hold blowout preventer stack fluid communication choke line kill line connected desired ram blowout annular blowout', 'blowout known choke line communicate choke manifold drilling mud flow choke manifold buster separator optionally flare line drilling mud shale shaker mud drilling mud addition choke line kill line booster line return drilling mud gas buster', 'buster separator collectively b site derrick positioned floating structure rig drill string pipe string potion string lower end string b suspended hook derrick hook attached traveling block rotary swivel rotation drill string relative hook drill', 'drill string rotated rotary table known rotary table engage kelly upper end drill string known drive alternatively instead kelly rotary table rotary swivel surface drilling mud mud tank mud pit formed site surface pump drilling mud interior bore', 'bore pipe string port swivel causing drilling mud flow downwardly pipe string drilling mud alternatively interior bore pipe string port drive drilling mud exit pipe string fluid communicator allow fluid communication annulus string wall arrow fluid', 'fluid communicator jet pump jet pump mix drilling mud formation fluid formation drilling mud mixture drilling mud formation fluid circulate upwardly annulus region outside drill string wall drilling mud mixture drilling mud formation fluid choke', 'choke line kill line booster line return liquid drilling mud mixture drilling mud formation fluid returned mud pit choke manifold buster separator gas disposed rig surface logging logging typically information communicating string stand pipe sensor', 'sensor stack sensor casing shoe sensor logging controller interface receive surface operator controller logging control rate surface pump logging communicatively electrical cable cable transmit data logging string string b segment pipe string entry', 'entry sub se entry sub se tubular cylindrical shape opening opening allow cable pipe string pipe string added removed disconnect unlatch latch cable surface equipment entry sub se quick easy run string string b suitable depth formation testing', 'testing unlatch cable data communication data communication string logging ways wired drill pipe acoustic telemetry electromagnetic telemetry cable send electrical power string electrical power string mud driven turbine end pipe string b string', 'b string conveyance extending subterranean formation string suspended lower end pipe string string modular type string crossover sub slip joint diverter sub fluidly connected interior bore pipe string string sub telemetry cartridge power cartridge', 'cartridge packer b pump b chamber b c fluid analyzer module probe module later similar previously diverter sub fluid communicator provided jet pump allow fluid communication annulus string wall jet pump flow area restriction disposed path drilling', 'drilling mud interior bore diverter sub circulation drilling mud flow area restriction high zone restriction b low zone restriction b diverter sub fluidly main flow line formation fluid flow main flow line terminate exit port low zone jet pump', 'jet pump drilling mud formation fluid contemporarily jet pump exit port main flow line low zone jet pump output main flow line lower hydrostatic hydrodynamic drilling mud annulus string wall power formation fluid main flow line reduced conversely', 'rate formation fluid main flow line given power drilling mud velocity higher low zone discharging formation fluid low zone facilitate dilution formation fluid drilling mud telemetry cartridge power cartridge electrically cable logging head connected', 'connected string slip joint telemetry cartridge receive send data communication cable telemetry cartridge controller communicatively cable controller control disposed packer b route fluid flowing main flow line string formation fluid rate sampling', 'sampling disposed string pump module b controller analyze data disposed string b b b fluid analysis disposed fluid analyzer module store communicate measurement data surface subsequent analysis power cartridge receive electrical power cable supply', 'supply suitable voltage electronic string pump pump fluid formation fluid communicator main flow line fluid flow selectively chamber c fluid analyzer pump module pat pub additionally pump b pump inflation fluid chamber module b inflatable disposed b', 'b string fluid analyzer module measure fluid extracted formation fluid analyzer module fluorescence spectroscopy sensor pub fluid analyzer module optical fluid analyzer pat fluid analyzer module sensor pub fluid analyzer module resistivity cell pat', 'cell pat implementation fluid analyzer module reservoir characterization c dong al fluid analyzer module combination conventional fluid analyzer module monitor fluid main flow line density viscosity gor gas content methane content c ethane content c', 'content c content carbon dioxide content water content ho packer b type similar modular formation dynamics tester dual packer module difficult b packer b gauge b measure annulus packer b inflation gauge b measure packer b inlet gauge b monitor fluid', 'fluid main flow line fluid inside packer interval fluid packer gauge similarly pat strain packer b bypass flow line fluid communication packer interval packer b isolate annulus string wall packer b extract fluid formation inlet fluid communicator', 'isolation valve selectively prevent fluid communication main flow line string annulus packer b provided inflatable b packer b alternatively provided ser additional mechanically stabilize section inner interval testing fluid sampling buildup measured', 'measured section affected transient multiple packer chamber module b c chamber b large chamber convey inflation fluid water inflation fluid inflate packer b respectively pump b respectively force water inflatable chamber c retain formation fluid', 'fluid formation chamber module c similarly chamber module pub flow chart formation testing site string b permit fluid formation drilling mud formation test control formation testing execution flow chart combined divided ways string string b pipe', 'b pipe string pipe string b drill string string pipe string string adjacent formation tested formation b entry sub entry sub se rest drill string entry sub operatively cable cable b end cable logging head logging head string string b thereto', 'b thereto electrical communication string logging logging additional pipe added drill string string packer b suitably positioned relative formation tested formation b entry sub position kept proximate end annulus sealed entry sub entry sub se', 'sub se positioned blowout preventer sea floor b entry sub alternatively positioned gas handler annular blowout preventer gas handler annular blowout preventer diverter diverter fid entry sub alternatively rotary table rotary table pipe sting', 'sting position hydraulic bladder hydraulic bladder provided blowout preventer extended sealing engagement pipe string seal annulus entry sub sealing seal annulus circulation drilling mud drilling mud mud pit mud pit bore formation testing surface', 'surface pump surface pump drilling mud pipe string port rotary swivel rotary swivel port drive drilling mud flow pipe string circulation sub diverter sub b annulus drilling mud return choke line kill line booster line choke manifold choke manifold', 'manifold buster separator buster reducing risk drilling rig floor rig floor f alternatively string provided packer b string b pump pump b b inflate packer module packer module b b inflation fluid chamber module chamber module b b establish fluid', 'fluid communication formation tested formation b addition inflated isolate circulation drilling mud pump pump b inflate packer module packer module b inflation fluid chamber module chamber module b b packer module positioned sufficiently spaced', 'spaced apart packer module b sufficiently close circulation sub formation tested affected drilling mud circulation packer module packer module formation formation b known suspected hydraulically isolated formation string pump module string b pump', 'b pump fluid formation formation interval packer module packer module b b flow line string main flow line b fluid formation mixed drilling fluid formation fluid mixed appropriate drilling mud diverter sub diverter sub b previous formation fluid', 'fluid carried away drilling mud buster buster control formation testing fluid formation gauge addition parameter fluid sensor provided fluid analyzer module b fluid parameter viscosity density gor gas content methane content c ethane content c', 'content c content carbon dioxide content water content ho fluid viscosity value subsequently determine formation permeability formation fluid mobility isolation valve isolation valve b closed isolate interval packer module b string isolation valve', 'valve closed sufficient fluid formation tested halt formation tested string halt halt pump module string b buildup interval isolated gauge gauge communication interval isolation valve closed continue depending fast formation tested equilibrium', 'circulation drilling mud stopped optional circulation drilling affect confidence interpretation buildup circulation drilling fluid induce flow drilling mud filtrate lining wall penetrating formation tested flow drilling mud filtrate turn generate', 'generate measurable packer interval isolated negatively affect interpretation measurement data collected alternatively prior mud return choke line kill line booster lien b closed mud circulation stopped provided return disposed downstream choke', 'choke manifold disposed downstream stack optional fluid formation mixed drilling mud circulation interrupted gas mixture suspected come solution gas come solution displace large drilling fluid typically mud pit reducing drilling fluid increasing', 'risk produce packer interval b b b additional data collected sensor gauge data determine confidence interpretation buildup unbalanced inflated induce movement string volume change packer interval volume change turn generate disturbance gauge related', 'related response formation tested interpretation buildup erroneously response formation tested unbalanced inflated inside inflated inflate b b inflate data determine confidence interpretation buildup rapid inside indicative movement wall movement', 'movement string induce volume change packer interval volume change turn generate disturbance gauge related response formation tested interpretation buildup erroneously response formation tested wall string confidence interpretation buildup data', 'data determined differential change inflate respectively threshold threshold value confidence buildup data formation response high confidence buildup data formation response low circulation drilling mud buildup packer interval sufficient fluid', 'fluid formation mixed drilling mud mixture buster separator buster gas essentially away rig floor unsealing retracted bop hydraulic bladder seal annulus pipe string retracted logging head entry sub pipe added removed string formation test location', 'location desired schematic combination electrical formation testing open hole association site formation tester string b select operating parameter testing configuration measurement formation testing met manage control formation testing store', 'store formation store formation data profile sea floor geothermal gradient extending subterranean formation testing b formation data collected previous forming store formation fluid data formation fluid gas liquid contents formation fluid gor', 'fluid gor formation gas liquid formation gas liquid drilling bubble point formation gas liquid drilling formation data collected previous formation reservoir analysis fluid surface fluid thermodynamic store formation permeability strength data', 'data extending subterranean formation testing formation permeability strength data collected previous formation seismic survey store measurement formation testing testing precision buildup precision determined suitable depth investigation formation', 'formation known formation input keyboard acquire test operating configuration parameter operator input facilitate iterative acquisition test operating configuration parameter performance operating configuration parameter input acquire length pipe', 'pipe string length casing depth stack diameter length choke line kill line booster line provided downstream choke manifold arrangement string b input acquire drilling mud composition type water mud oil mud drilling mud circulation temporal profile', 'profile drawdown flow rate formation fluid induced testing drawdown duration volume induced testing thermo hydraulic simulator thermo hydraulic simulator perform response fluid operating parameter range formation fluid simulator memory store', 'store computer readable computer readable executed processor provided thermo hydraulic simulator thermo hydraulic simulator retrieve formation data formation fluid data acquire test operating configuration parameter input compute predict response', 'response fluid drilling mud fluid formation test operating parameter test operating configuration response fluid selected tested fluid applied testing packer interval testing free gas fluid pit gains gas elution rate response fluid test operating', 'operating parameter test operating configuration output display printer computer screen implementation thermo hydraulic simulator package provided technology corporation future alternatively implement thermo hydraulic simulator background section', 'section comparator comparator compare response fluid test operating parameter test operating configuration thermo hydraulic simulator data phase comparator determine impact fluid applied testing packer interval testing indicative uncertainty', 'measurement interpretation comparator determine selected tested thermo hydraulic simulator indicative control stability problem comparator compare response fluid test operating parameter test operating configuration thermo hydraulic simulator', 'simulator response measured provided site provided testing phase comparator determine fluid selected tested fluid applied testing packer interval testing free gas fluid pit gains gas elution rate fluid thermo hydraulic simulator comparator compare', 'compare data fluid measured provided testing phase comparator determine fluid data measured sensor provided testing formation fluid data comparator output visual audio alarm testing testing conveyance extending subterranean formation pump fluid', 'fluid formation packer interval selectable flow selectable monitor fluid density viscosity composition data mix fluid drilling mud close isolation valve isolate packer interval measure buildup data packer interval testing testing string b', 'string b communication interface communication interface transmit data testing comparator output input communication interface telemetry cable telemetry cartridge b communication interface broadcast received input interface testing string testing', 'testing string b communication interface broadcast measurement data provided testing comparator output communication interface broadcast fluid measured disposed fluid analyzer module b data measured disposed packer b b input keyboard logging input', 'input receive operator encode transmit communication interface testing input control actuation status isolation valve b setting drawdown duration volume test input control drawdown flow rate fluid pump formation formation b main flow line input', 'input adjust operating drawdown test testing site site testing extending subterranean formation site circulate drilling mud drilling surface mud pit circulation sub diverter sub b disposed pipe string suspended selectable circulation site monitor', 'monitor fluid selected tested free gas fluid pit gains gas elution rate site throttle open close circulation hydraulic disposed mud return riser choke line kill line booster line site inject heavy kill site site communication interface communication', 'interface transmit data site comparator output input communication interface wired wireless communication communication interface broadcast received input interface surface pump circulation hydraulic disposed mud return communication interface', 'interface broadcast measurement data provided site comparator output communication interface broadcast measured selected data indicative position free gas fluid pit gains gas elution rate communication interface broadcast data measured input console', 'console logging cabin input receive operator encode transmit communication interface surface pump circulation hydraulic disposed mud return input control circulation rate surface pump input adjust operating test site flow chart formation test', 'test execution flow chart combined divided ways formation fluid data formation fluid data hereinabove formation data formation fluid data hereinabove collected formation fluid data formation data initial test operating parameter drilling mud', 'mud composition type drilling mud circulation rate formation drawdown flow rate formation drawdown duration volume determined initial test operating configuration length pipe string length casing depth diameter length choke line kill line booster', 'booster line provided spatial arrangement testing determined initial test operating configuration parameter acquired input response fluid test operating parameter test operating configuration response fluid drilling mud fluid formation thermo', 'thermo hydraulic simulator fluid selected tested determined fluid applied testing packer interval testing determined fluid open hole tested determined fluid applied testing packer interval testing determined magnitude deformation testing packer', 'packer interval fluid laboratory testing packer similar test operating configuration comparator magnitude precision buildup determination applied testing packer interval indicative uncertainty measurement interpretation magnitude excess precision', 'precision buildup buildup test operating parameter test operating configuration likely uncertain conversely interpretation buildup test operating parameter test operating configuration likely reliable reservoir fluid open hole determined comparator', 'fluid open hole formation data comparator fluid open hole formation strength data determination fluid open hole indicative control stability problem formation excess fluid open hole start fluid formation test indicative control problem conversely', 'balance control problem similarly fluid open hole typically casing shoe excess formation strength leak fluid formation indicative stability problem conversely strength formation stability problem test operating parameter testing configuration input', 'input test operating configuration parameter iteratively drilling mud composition type density drilling mud circulation rate formation drawdown flow rate formation drawdown duration volume actuation sequence throttling magnitude timing opening', 'opening timing circulation disposed mud return choke line kill line booster line spatial arrangement testing packer b conventional dual quad ser additional mechanically stabilize section inner interval testing fluid sampling buildup measured section', 'section affected transient multiple packer test operating parameter testing configuration determined test operating parameter testing configuration iteration response fluid test operating parameter test operating configuration indicative uncertainty', 'indicative control stability fluid related test operating determined selected pit gain gas elution rate determined b flow chart b formation test b b conjunction execution flow chart b combined divided ways testing string b testing testing location', 'location configuration testing previously determined involve test test operating parameter test operating parameter previously determined involve test input fluid testing measure density viscosity composition data gor gas content methane content c', 'content c ethane content c content carbon dioxide content water content ho fluid known fluid bubble point formation gas liquid measured fluid communication interface displayed output operator fluid deviate range comparator fluid formation fluid data', 'data output alert operator deviation determined operator perform test operating parameter deviation determined formation fluid data fluid determine test operating parameter alternatively previously variety formation fluid data produce test operating', 'operating parameter operator test operating parameter affect testing site input fluid pit gain gas elution rate measured site testing operator fluid deviate fluid fluid determined comparator fluid fluid thermo hydraulic simulator output alert', 'alert operator deviation determined operator perform killing deviation determined optionally repeated long fluid formation optionally repeated long long formation test view formation data extending subterranean formation test operating parameter', 'parameter hydraulic response fluid test operating parameter formation data response fluid indicative control stability problem test determination response fluid indicative control stability problem test operating selected group mud composition mud', 'mud type drawdown duration drawdown volume test operating configuration hydraulic test operating configuration test operating configuration packer spatial arrangement testing configuration testing configuration response fluid indicative control', 'control stability problem formation data profile collected formation data profile test operating parameter determination profile indicative control stability problem response related test operating parameter value response selected selected pit', 'pit gains gas elution rate apparatus formation data extending subterranean formation test operating parameter hydraulic response fluid test operating parameter formation data response fluid indicative control stability problem test determination', 'response fluid indicative control stability problem formation data extending subterranean formation test operating parameter hydraulic response fluid test operating parameter formation data response fluid indicative control stability problem test', 'test determination response fluid indicative control stability problem test operating selected group mud composition mud type mud circulation rate drawdown flow rate drawdown duration drawdown volume test operating configuration hydraulic test', 'test operating configuration test operating configuration packer spatial arrangement testing configuration testing configuration response fluid indicative control stability problem formation data profile collected formation data profile test', 'test operating parameter determination profile indicative control stability problem response related test operating parameter response selected selected pit gains gas elution rate formation fluid formation composition formation fluid test operating', 'operating parameter composition formation fluid test operating parameter operator composition formation fluid composition formation fluid parameter formation fluid parameter viscosity density optical property location location location selected', 'selected group location location casing shoe location operator killing pit gain pit gain operator pit gain pit gain killing pit gain pit gain gas elution rate gas elution rate operator gas elution rate gas elution rate killing gas elution rate gas', 'rate gas elution rate drill string flow rate mud return flow line setting packer interval operating string pump formation fluid formation packer interval isolation valve isolate packer interval halting formation fluid buildup packer interval packer', 'packer interval setting packer packer interval packer confidence buildup data packer interval packer interval inside packer interval foregoing better understand appreciate basis designing carrying realize equivalent depart spirit make spirit', 'spirit abstract end provided comply b allow reader quickly ascertain nature technical interpret limit meaning']	122	[3, 3, 3, 3, 3, -1, -1, -1, -1, -1, -1, -1, 7, 30, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, 0, -1, -1, 0, -1, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, 0, 0, -1, 0, -1, 0, -1, -1, -1, 15, 0, -1, -1, -1, -1, 0, 3, -1, 2, -1, 3, 0, -1, -1, 3, -1, 3, 3, 3, 3, -1, -1, -1, 0, -1, -1, 6, 3, -1, -1, -1, -1, 3, 3, -1, 3, 3, -1, -1, 3, 3, 3, 3, 3, 3, -1, 3, -1, 3, -1, 3, -1, 3, 3, 3, 0, -1, -1, 16]	['data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'degradable valve tubular position degrading degrade positioned screen intermediate gravel body flow view disclosed opening inner fluid annulus degraded formed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand 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'15_degradable_valve_tubular_position', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '6_network_wireless_interface_display']	degradable coarse ascertain curve initiation port surface prolongation bound sleeve improvement basis modeling information flow operation perturbation task depth given sweet user repetition card switch drive local formed physics mobile display selected spirit meaning clarity string observation foregoing network block identical telephone interface direct data drilling original comply operable appreciate necessarily petroleum relationship pump gravel drill acoustic torque control parameter depart screen equivalent dictate reduced quickly decision applicant abstract digital body degrading tubular geologic approximately piston limit spectral valve multiplex domain intermediate circuit communication understand sat stated running signal degrade interpret positioned model vibration eccentric graphics simplicity test variation learning rotary dry degraded production input area equipment seismic opening reservoir score lower disclosed subterranean diagram module fluid inner output receiver geological casing annulus bit sampling apparatus time feature fitting printer stage conditioner optional inversion wired rock controller unlabeled contact access cellular solution speed mud view preceding analysis similar satellite realize position person wireless function reader outlet repeat formation	wirelessly prolongation improvement cell prediction hydrocarbon reduction designing minimization approximate teaching hydraulic physics mobile injection communicating matrix clarity cement foregoing degradation identical choke data drilling pipe comply petroleum pump bleed determined drill accelerometer login computer reduced straightforward degrading geologic piston spectral valve projection solver simplicity exemplify variation seismic inventive comparator routine borehole fluid shale geological intention sampling practical reduce wired rock router cellular crystallization completion tubing slide analysis spectrometry similar brief cavity geophysical wireless reducing oil routinely dehydration simplify dissolving	initiation port prolongation improvement flow depth repetition card switch local physics mobile spirit string foregoing telephone identical interface direct data drilling original comply operable relationship petroleum pump gravel acoustic torque parameter depart screen reduced quickly applicant abstract degrading tubular spectral valve multiplex domain intermediate sat running model vibration eccentric graphics test learning rotary dry degraded equipment seismic opening reservoir score disclosed subterranean diagram fluid receiver geological casing annulus sampling printer feature stage conditioner optional controller unlabeled speed mud preceding satellite wireless reader formation	degradable coarse curve surface bound improvement modeling information operation perturbation switch card local mobile display spirit meaning clarity string foregoing network identical interface direct data drilling operable appreciate petroleum pump gravel drill acoustic depart screen equivalent abstract digital body degrading tubular geologic spectral valve multiplex intermediate degrade interpret model vibration eccentric test variation dry production area seismic reservoir lower module fluid printer time feature conditioner optional rock unlabeled contact speed view similar position person wireless reader outlet repeat formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Degradable Fluid Flow Control Valve System in Tubular Housing', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'control fluid flow interior inner tubular valve operational position degradable valve positioned annulus housing inner tubular degrading degradable valve response degradable degrading release valve body blocking fluid flow valve proportion fluid', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'flow housing annulus screen fluid flow opening intermediate tubular fluid flow axial end intermediate tubular bore base pipe gravel pack return base pipe view valve position valve intermediate tubular disclosed degradable fluid degradable degrade', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'valve intermediate tubular opening formed body positioned intermediate tubular opening formed body flow control positioned body degradable degrade response contact fluid valve position position response degradable degrading proportion fluid flow', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20140285190A1'	'Petrophysically Regularized Time Domain NMR Inversion'	['G01V3/32', 'G01N24/081', 'G01R33/44', 'G01R33/4625']	['Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation specially adapted for well-logging operating with electron or nuclear magnetic resonance', 'Making measurements of geologic samples, e.g. measurements of moisture, pH, porosity, permeability, tortuosity or viscosity', 'Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]', 'Processing of acquired signals, e.g. elimination of phase errors, baseline fitting, chemometric analysis']	2012-10-31T13:00:00Z	['David F. Allen', 'Jim Funk', 'Steve F. Crary', 'George Bordakov', 'Johannes J. Buiting', 'Paul Smith', 'Philip Savundararaj', 'Ramsin Eyvazzadeh', 'Edward Alan Clerke']	['Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Saudi Arabian Oil Co', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Schlumberger Canada Ltd', 'Prad Research and Development Ltd']	['time domain nuclear magnetic resonance inversion acquire data acquired data time domain inverted data seek subset zone satisfying seek knowledge core sensitivity discriminator sensitive porosity partitioning processor memory program memory perform', 'perform drill string coiled tubing wired drill pipe nuclear magnetic resonance acquire data acquired data time domain inverted data acquired data applied distribution relaxation time relaxation time diffusion coefficient multidimensional', 'distribution relaxation time relaxation time diffusion coefficient subset subset distribution knowledge subset linear relaxation time relaxation time normal distribution diffusion coefficient acquired data log j log n j log ax log n j k k j k k j', 'k j k k j pulse decay summation j distribution diffusion coefficient multidimensional distribution diffusion coefficient subset kernel matrix k polarization term diffusion coefficient pulse decay echo j p j r k j ne distribution pulse decay k k k', 'k k k min k k k k k min k k data diffusion coefficient distribution related diffusion seek subset zone satisfying acquire seek discriminator subset zone satisfying knowledge acquired inversion analyses seek knowledge core sensitivity discriminator', 'discriminator sensitive porosity partitioning discriminator selected group commercial distribution bin porosity mineral volume fraction echo amplitude depth acquired data inverted time domain processor memory memory executed processor perform', 'perform nuclear magnetic resonance data subsurface geological formation acquired data time domain inverted data disposed conveyance selected group drill string coiled tubing wired drill pipe background nuclear magnetic resonance determine porous', 'porous subsurface logging obtain pore assist determination presence absence location mobility producibility given formation conventional logging generally instrument magnetic generate detect radio frequency nuclei formation archetypal pat entire', 'entire incorporated general accomplished causing magnetic nuclei formation precess axis axis nuclei precess established strong static magnetic field b formation permanent field proton align direction parallel applied field creation longitudinal', 'magnetization resulting nuclei polarization occur immediately instead accordance relaxation time constant long occur sufficient time thermal equilibrium polarization parallel b established series produced oscillating magnetic field b applied pulse', 'pulse strong rotate magnetization b substantially transverse plane transverse magnetization additional applied create series spin bear information relaxation times diffusion frequency chosen excite nuclear region time phases chosen illuminate time', 'time relaxation longitudinal transverse magnetization relaxation time time constant longitudinal magnetization return thermal equilibrium value static magnetic field relaxation time time constant transverse magnetization return thermal equilibrium', 'value zero addition diffusion affect relaxation relaxation times spin diffusion multidimensional joint subset time domain nuclear magnetic resonance inversion acquire data acquired data time domain inverted data seek subset zone satisfying seek', 'seek knowledge core sensitivity discriminator sensitive porosity partitioning processor memory program memory perform drill string coiled tubing wired drill pipe provided introduce selection identify key essential matter aid matter inversion time', 'time domain generally site employed formation evaluation inversion accordance inversion accordance inversion accordance computer program accordance accordance scale disclosed disclosed apparatus render difficult perceive consistency possible upper', 'upper lower upwardly downwardly upstream downstream relative given point clearly applied equipment horizontal refer left right right left diagonal relationship appropriate distinguish similarly respectively considered terminology singular plural', 'plural context clearly term possible specification specify presence stated preclude presence addition term mean response response depending context similarly phrase determined stated condition event mean response stated condition event response', 'response stated condition event depending context specification connect connection connected connection mean direct connection connection term mean couple coupling mean directly site employed site onshore offshore exemplary borehole formed', 'formed subsurface rotary drilling manner known directional drilling hereinafter drill string suspended borehole hole drill bit lower end surface platform derrick positioned borehole rotary table kelly hook rotary swivel drill string rotated rotary', 'rotary table kelly upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'drill bit formation surface returned pit recirculation disclosed conveyance known disclosed drill pipe conveyance conveyance interface interface disclosed apply equally suitable conveyance hole module module motor drill bit module special type drill', 'drill collar known contain known logging module employed module position alternatively mean module position module measuring information communicating surface equipment module resistivity measuring module special type drill collar known contain', 'contain measuring drill string drill bit apparatus generating electrical power typically mud turbine generator powered flow drilling fluid power battery employed module measuring measuring torque measuring vibration measuring shock measuring', 'measuring measuring direction measuring inclination measuring type formation evaluation drilling suite exemplary hereinafter low gradient design magnet array upper magnet axially lower magnet area suitable housing electronic antenna similar surround', 'surround sleeve direction parallel longitudinal axis magnetic facing magnet magnetic induction travel outward end magnet formation create static field parallel axis travel inward end magnet region upper magnet lower magnet magnetic induction travel', 'travel center outward formation static field direction perpendicular axis magnetic induction travel inward symmetrically upper magnet lower magnet converge longitudinal direction inside sleeve recent electromagnetic logging transverse axial antenna', 'antenna dipole moment parallel perpendicular longitudinal axis transverse antenna dipole moment perpendicular longitudinal axis axial antenna dipole moment parallel longitudinal axis equal dipole moment intersect longitudinal axis angle tilt angle', 'angle dipole moment conceptually fixed point longitudinal axis lie surface right circular cone centered longitudinal axis vertex point transverse obviously equal true regardless azimuthal relative disclosed time domain inversion restricted', 'stochastic search directly pulse decay disclosed approach term relationship relaxation time spectrum turn distinct separable distribution maximum pore throat decode pore facies reservoir upper limestone field stone approach v al considered distinct', 'distinct separable frequency distribution maximum pore throat p distribution domain mode maximum pore throat diameter porosity microporosity considered mode property diffusion distribution directly related representative disclosed noted recognize', 'recognize disclosed applied generally input inversion stochastic inversion distribution pulse decay determine proper inversion combined data core stochastic inversion approach relaxation time distribution sum logarithmic time log j log n j log ax', 'j log ax log n j k k j k k j discrete spaced equally logarithmically selected minimum min maximum j relaxation times j represent k k k written similar diffusion coefficient normal distribution diffusion coefficient combined multidimensional subset', 'subset diffusion coefficient echo pulse decay reconstructed echo j p j r k j ne k kernel matrix j r polarization correction term depending ratio r ne sequential echo proper kernel written known pulse spectrometry burst diffusion complete window', 'window porosity measured resistivity known formation resistivity porosity case kernel identity matrix effective polarization term pore size sensitivity data produced resistivity effective polarization term typically function designed cut shorter', 'shorter times porosity resistivity theoretically echo measured echo data porosity distribution data summation j kernel matrix k polarization term depending diffusion coefficient measured echo echo assumed independent random zero value taking', 'taking consideration data echo echo estimate probability distribution k k k matching probability distribution echo echo probability distribution inversion k k k considered restricted knowledge k k k min k k k k k min k k type considered meaning', 'meaning restriction inversion amplitude addition k k k v k square root k k total porosity v k v k k v k ways estimate probability distribution k k k given derived v k tilde v k capable p p p v k tilde v k k k quality control criteria inversion', 'inversion satisfy proper heuristic differential evolution stochastic optimization tested assumed measured normally distributed known standard deviation echo echo n combined weighted mismatch differential evolution w echo echo w w independent', 'standard case measurement noise derived minus signal pair explicitly know knowledge relative sufficient mathematical expectation equal known substituted expectation equal addition echo echo normal long independent zero expectation big central limit', 'limit theorem practical assigned window enhance diminish relative influence echo properly reflected w differential evolution minimization population k k k proper convergence probability v k tilde v k k k estimate analysis desired design differential', 'evolution stopping criteria population converge sufficiently minimization designed high degree convergence estimate expectation mismatch e stopping criteria stage designed hypothesis testing criteria calculated spread population low significance', 'level high confidence level minus significance level stage minimization run relaxed significance area additionally minimization significance deviation case population sizes differential evolution significance chosen value confidence combined', 'combined population confidence reproduce distribution general population combined population estimate k k k population k k k considered proper best k k k population quality criteria inversion confidence level p c minimization expectation qualitative', 'criteria showing proper confidence subsequent minimization sampling distribution independent estimation misfit available e g noise estimation difference theoretical standard deviation case equal w square root possible indices vector echo additional', 'quality control criteria k k best relative far restriction percentile k k best close criteria inversion satisfactory quality high confidence level p c yes convergence stage minimization sufficiently low porosity partitioning determine proper proper', 'proper inversion combined data core suitable benefit knowledge presence determine proper applied log determine seek knowledge core sensitivity core macro micro possible discriminate micro data relaxation times short macro micro micro sought', 'sought additional considered account fluid effects fourth oil wet broad range knowledge subset total substantially provided clearly resolved distribution clear visible separation identification discriminator analyst alternatively determined criteria', 'criteria discriminator sensitive porosity partitioning discriminator commercial distribution bound fluid volume log mean porosity total individual neutron total mineral volume dolomite echo amplitude depth addition discrimination discrimination', 'diffusion coefficient inversion zone satisfying commercial stochastic commercial inversion substituted commercial individual close distribution k picked knowledge k k picked widely physically meaningful widely commercial distribution diffusion', 'diffusion coefficient distinct involved p p p best position measured stochastic inversion best fit commercial distribution visual quality control worm window result measured time visual comparison worm instead misfit mismatch quality control', 'control inversion convergence quality inversion position width selected selected widely possible visual comparison worm stochastic inversion diffusion coefficient distribution commercial numerical quality control criteria satisfied satisfactory', 'inversion p p restriction analyses inversion consistent foregoing micro combination micro micro discriminator depth interval porosity porosity pu left plot increasing left stochastic inversion curve commercial inversion dashed curve individual right', 'right plot measured commercial inversion dashed curve curve worm curve inversion near strip inversion good confidence level right determine zone addition substantially clearly distinct commercial inversion selected widely possible quality control', 'control criteria p p analyses restriction inversion consistent foregoing micro case depth interval volume dolomite porosity pu porosity bin greater pu selected analyst log knowledge formation inversion consistent foregoing macro depth interval', 'interval volume dolomite porosity pu porosity bin greater pu selected analyst log knowledge formation restriction determination iteratively alternative structural parallel entirely combined additional alternative disclosed computer program data', 'data acquired nuclear magnetic resonance acquired data inverted time domain inverted data ways disclosed computer disclosed program programmer able write program implement disclosed flow program code considered adequate make disclosed disclosed', 'disclosed computer hardware specifically computer computer executable digital computer readable media computer readable media computer readable media floppy disk random access memory ram read memory hard disk removable media flash memory memory', 'memory stick optical media magnetooptical media digital gate building block logic field gate individual computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media', 'media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b ship underway ocean communication computer c data shore processor processor module', 'module subsystem circuit gate array control storage media storage media note storage media computer storage media distributed multiple internal external additional storage media memory semiconductor memory dynamic static random access erasable', 'erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video storage note provided storage medium alternatively provided multiple storage media distributed large possibly plural storage', 'storage medium media considered article article manufacture article article manufacture refer single multiple storage medium media machine running remote site network execution combine additional configuration arrangement explicitly generally input', 'input output keyboard mouse display monitor printer plotter hardware combination hardware signal considered appreciate possible materially cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw', 'screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function']	65	[-1, -1, -1, -1, -1, -1, -1, -1, 19, -1, 13, 19, -1, -1, -1, -1, 16, -1, 0, 0, 0, -1, -1, 0, -1, 19, 19, 19, -1, -1, -1, -1, -1, -1, 7, -1, -1, -1, 3, 7, -1, -1, -1, -1, -1, 21, -1, -1, -1, -1, -1, 40, -1, -1, -1, -1, -1, 14, 20, 20, 14, 14, 20, -1, 48]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'voltage generator multiplier high neutron compact supply tube radiation target vacuum electrical insulating intermediate power transformer source potential end shield', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'coil antenna slot perpendicular underlying logging longitudinal shield substantially body axis dipole vertical pattern magnet moment proximate sloped induction path', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate 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1.0908410549163818, 0.3378596901893616, 0.048937227576971054, -0.1364579200744629, -0.1303045004606247, -0.1855374425649643, -0.3976546823978424, -0.43911340832710266, -0.14368519186973572, -0.47329816222190857, 0.1615958958864212, 0.36845362186431885, 0.012844499200582504, -0.11068831384181976, -0.02019527554512024, 0.13765977323055267, -0.1499672532081604, -0.33899763226509094]	[-1.229063 -0.29603148 0.8759246 ... -0.05920516 0.69131213 -0.918431 ]	['16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '13_voltage_generator_multiplier_high', '19_coil_antenna_slot_perpendicular', '21_relatively_low_score_high', '20_computer_media_network_processor', '7_bound_lower_multiplex_variation', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '40_clustering_best_depositional_facies']	node coarse shield proximate ascertain environment curve optimization label relevance port surface processor electrical prolongation bound sleeve readable basis helical invoke ordered information flow operation perturbation depth given removable user gate code unsupervised secure axis structural drive potential memory selected spirit meaning low magnetic string observation disk foregoing network block materially data drilling transformer storage original random dipole insulating comply cover operable appreciate underlying end sloped pump drill torque substantially control nonvolatile depart parameter equivalent computer reduced occurrence quickly decision applicant moment abstract expressly body mode statistic express facies approximately depositional piston limit spectral voltage weighted multiplex coil valve intermediate typicality understand sat stated running antenna volatile log interpret model vibration eccentric reproducibility wooden slot problematic test variation induction learning connected bus tape dry multiplier rotary semiconductor clustering supply production input define perpendicular paragraph uncertainty communicate diverse path equipment vacuum flash high confident reservoir tube source score lower disclosed longitudinal core module radiation architecture fluid generator floppy informative optimum output ram power intention perform casing bit sampling time fitting apparatus article note conditioner compact medium share media neutron best controller additional combination unlabeled target program pattern access formation solution cluster logging speed mud cylindrical preceding analysis independently inclusion magnet realize relatively healing nail person position function reader outlet rule vertical screw ranked	operating optimization cache prolongation electrical processor helical prediction stochastic axial reduction designing minimization approximate secure structural teaching hydraulic magnetization stable ambiguous electronic recorder memory electromagnetic communicating matrix low magnetic technology cement logic foregoing fixing interface drilling data transformer pipe comply pump determined drill optimal convergence computer reduced geologic piston stratigraphic spectral voltage valve coil projection configuration surge antenna server solver wooden exemplify problematic variation learning semiconductor nuclear uncertainty seismic transmitter electric inventive comparator borehole radiation hardware fluid generator informative optimum multicore chips intention sampling practical reduce neutron best rock controller combination temporary unlabeled tubing logging cylindrical slide analysis spectrometry magnet triaxial brief healing cavity nail bad reducing oil predictive quality	shield proximate environment optimization label port prolongation readable helical flow depth unsupervised gate secure structural memory spirit low string magnetic foregoing network drilling data transformer original storage dipole comply operable cover pump torque parameter depart nonvolatile computer reduced occurrence quickly applicant abstract statistic express depositional spectral voltage multiplex typicality sat running antenna log model eccentric vibration reproducibility slot wooden problematic test induction learning rotary clustering bus dry semiconductor input perpendicular equipment vacuum flash high reservoir source score disclosed longitudinal radiation fluid architecture informative optimum ram casing perform sampling article conditioner compact media neutron best controller additional unlabeled target logging speed mud preceding independently magnet healing nail function reader screw formation	coarse shield curve optimization label relevance surface processor bound helical information operation perturbation unsupervised axis secure structural memory spirit meaning string low magnetic disk foregoing network data drilling storage random dipole operable appreciate pump drill depart equivalent computer applicant abstract body express facies depositional spectral voltage multiplex coil typicality antenna volatile log interpret model eccentric vibration slot wooden problematic test variation clustering connected dry multiplier supply production perpendicular uncertainty diverse flash high reservoir tube score lower longitudinal core module radiation fluid generator intention perform time fitting article conditioner compact medium share media neutron best unlabeled target access speed inclusion analysis position person nail reader outlet vertical screw formation	['Unsupervised Clustering Optimization for Core Depositional Facies Identification and Classification', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'High Voltage Neutron Generator Compact Power Supply and Multiplier Circuit', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Logging induction coil antenna shield pattern perpendicular dipole axis', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'generator high voltage power supply neutron generator hermetically sealed housing transformer powered external voltage source stepped high voltage voltage multiplier neutron generator tube practical voltage multiplier situated substantially neutron', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'inclusion optimization identify clustering best core depositional facies optimum input combination cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'adjacent slot arc coil logging coil antenna antenna antenna antenna dipole moment substantially parallel longitudinal axis body antenna dipole moment substantially perpendicular longitudinal axis body logging coil antenna antenna antenna dipole', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'power supply compact radiation generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate energy', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'compact generator compact generator generator vacuum tube source generating target directed high voltage supply high voltage multiplier ladder laterally adjacent generator vacuum tube high voltage supply apply high voltage source target accelerate', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence rule thickness', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'arc coil logging induction propagation logging body longitudinal axis body coil forming pattern coil forming antenna shield disposed substantially perpendicular proximate underlying coil path length slot twice length distance slot directly adjacent', 'arc coil logging body longitudinal axis body formed respective coil pattern pair coil pair coil diametrically opposed antenna substantially cylindrical shield disposed arrangement vertical underlying antenna vertical underlying antenna vertical', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'facies optimum input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US11229917B2'	'Reverse flow cyclones'	['B04C5/081', 'B01D19/0057', 'B01D45/02', 'B01D45/16', 'B01D45/18', 'B04C3/06', 'B04C5/06', 'B04C5/08', 'B04C5/14', 'B04C5/181', 'B04C5/24', 'B04C5/28', 'B01D53/24']	['Shapes or dimensions', 'Degasification of liquids modifying the liquid flow in rotating vessels, vessels containing movable parts or in which centrifugal movement is caused the centrifugal movement being caused by a vortex, e.g. using a cyclone, or by a tangential inlet', 'Separating dispersed particles from gases or vapours by gravity, inertia, or centrifugal forces by utilising gravity', 'Separating dispersed particles from gases or vapours by gravity, inertia, or centrifugal forces by centrifugal forces generated by the winding course of the gas stream, the centrifugal forces being generated solely or partly by mechanical means, e.g. fixed swirl vanes', 'Cleaning-out devices', 'Construction of inlets or outlets to the vortex chamber', 'Axial inlets', 'Vortex chamber constructions', 'Construction of the underflow ducting; Apex constructions; Discharge arrangements ; discharge through sidewall provided with a few slits or perforations', 'Bulkheads or central bodies in the discharge opening', 'Multiple arrangement thereof', 'Multiple arrangement thereof for parallel flow', 'Separation of gases or vapours; Recovering vapours of volatile solvents from gases; Chemical or biological purification of waste gases, e.g. engine exhaust gases, smoke, fumes, flue gases, aerosols by centrifugal force']	2019-06-26T13:00:00Z	['Luis Eduardo Caires-Fernandez', 'Pinkesh R. Sanghani', 'Dag Kvamsdal', 'Ankur D. Jariwala']	['Cameron International Corp']	['separator apparatus separating gas separator apparatus reverse flow cyclone cylindrical section conical section cylindrical section feed inlet gas outlet conical section reject outlet axial cyclone disposed cylindrical section axial cyclone end', 'end proximate apparatus end opposite end axial cyclone tapered entrance fixture end wall end axial cyclone axial cyclone drain plate cylindrical section axial cyclone separator apparatus vessel cylindrical section conical section cylindrical section', 'section end connected end opposite end conical section end connected end cylindrical section end opposite end end conical section diameter end conical section diameter diameter diameter cylindrical section feed inlet gas outlet conical section', 'section reject outlet end reverse flow cyclone disposed cylindrical section reverse flow cyclone end proximate end opposite end tapered entrance fixture end wall end reverse flow cyclone reverse flow cyclone drain plate cylindrical section reverse', 'reverse flow cyclone separator apparatus plate feed inlet cylindrical section end reverse flow cyclone separator apparatus drain passage drain plate plate separator apparatus drain outlet cylindrical section drain plate separator apparatus drain', 'drain plate cylindrical section drain plate sloped drain passage separator apparatus reverse flow cyclone porous disposed reverse flow cyclone end separator apparatus gas inlet nozzle tapered entrance fixture separator apparatus tapered entrance', 'entrance fixture separator apparatus reverse flow cyclone rotation structure separator apparatus vessel cylindrical section conical section cylindrical section end connected end opposite end conical section end connected end cylindrical section end', 'end opposite end end conical section diameter end conical section diameter diameter diameter cylindrical section feed inlet gas outlet conical section reject outlet end reverse flow cyclone insert disposed cylindrical section reverse flow cyclone', 'cyclone insert reverse flow end proximate end opposite end tapered entrance fixture end wall end reverse flow cyclone drain plate cylindrical section reverse flow cyclone insert separator apparatus plate feed inlet cylindrical section reverse flow', 'flow plate reverse flow cyclone insert separator apparatus drain passage drain plate plate separator apparatus drain plate cylindrical section drain plate sloped drain passage separator apparatus drain outlet cylindrical section drain plate', 'plate separator apparatus reverse flow cyclone porous disposed reverse flow cyclone end separator apparatus reverse flow cyclone gas inlet nozzle tapered entrance fixture separator apparatus tapered entrance fixture separator apparatus reverse flow', 'flow cyclone rotation structure separator apparatus vessel cylindrical section conical section cylindrical section end connected end opposite end conical section end connected end cylindrical section end opposite end end conical section diameter end', 'end conical section diameter diameter diameter cylindrical section feed inlet gas outlet conical section reject outlet end reverse flow cyclone insert disposed cylindrical section reverse flow cyclone insert reverse flow end proximate end opposite', 'opposite end tapered entrance fixture end wall end reverse flow cyclone sloped drain plate cylindrical section reverse flow cyclone insert plate feed inlet cylindrical section reverse flow plate reverse flow cyclone insert separator apparatus', 'apparatus reverse flow cyclone porous disposed reverse flow cyclone end reverse flow cyclone gas inlet nozzle tapered entrance fixture related benefit provisional ser incorporated field generally relate gas separator apparatus specifically cyclone', 'cyclone gas background cyclone commonly separate gas flow direction case cyclone axial cyclone gas flow opposite case cyclone reverse flow cyclone gas direction reverse direction reverse flow feed provided cylindrical section tangential flow', 'flow direction mixture wall cylindrical section separate gas vertically cyclone fall influence gravity cylindrical section conical section provided flow circumference downward near rotational center decreasing diameter begin flow upward ultimately', 'exit conical section eventually exit differentiate density higher bulk density collect cyclone lower bulk density center cyclone collect center near center rotation fine liquid mist collect particle droplet sizes collect increasing radii center gas', 'gas reverse flow cyclone fine liquid flow exit gas prevent transient entrainment gas effluent vortex finder vortex finder cylindrical feature disposed cylindrical section reverse flow cyclone extending near gas effluent conical section vortex finder', 'finder particle size diameter vortex finder size rise inside vortex finder gas total flow excess fine gas effluent typically converge center large vortex finder optimal separation capacity optical separation capacity filter gas effluent stream need', 'need spare filter hand need cyclone separator separator apparatus reverse flow cyclone cylindrical section conical section cylindrical section end connected end opposite end conical section end connected end cylindrical section end opposite end end', 'end end conical section diameter end conical section diameter diameter diameter cylindrical section feed inlet gas outlet conical section reject outlet end axial cyclone disposed cylindrical section axial cyclone end proximate end opposite end axial', 'end axial cyclone tapered entrance fixture end wall end axial cyclone axial cyclone drain plate cylindrical section axial cyclone separator apparatus reverse flow cyclone cylindrical section conical section cylindrical section end connected end', 'end opposite end conical section end connected end cylindrical section end opposite end end conical section diameter end conical section diameter diameter diameter cylindrical section feed inlet gas outlet conical section reject outlet end axial', 'end axial cyclone insert disposed cylindrical section axial cyclone insert axial end proximate end opposite end tapered entrance fixture end wall end axial cyclone drain plate cylindrical section axial cyclone separator apparatus reverse flow', 'flow cyclone cylindrical section conical section cylindrical section end connected end opposite end conical section end connected end cylindrical section end opposite end end conical section diameter end conical section diameter diameter diameter', 'diameter cylindrical section feed inlet gas outlet conical section reject outlet end axial cyclone insert disposed cylindrical section axial cyclone insert axial end proximate end opposite end tapered entrance fixture end wall end axial cyclone', 'cyclone sloped drain plate cylindrical section axial cyclone plate feed inlet cylindrical section axial plate axial cyclone insert brief manner briefly noted illustrate exemplary considered admit equally effective view separation apparatus view', 'view separation apparatus b view separation apparatus c view separation apparatus facilitate identical possible designate identical common beneficially incorporated recitation view separation apparatus apparatus vessel cylindrical section conical', 'conical section cylindrical section end end conical section end end end diameter end diameter smaller diameter end connected end cylindrical section typically cylindrical section diameter equal diameter end cylindrical section diameter greater', 'greater diameter end connected end cylindrical section feed inlet cylindrical section reject outlet end conical section gas outlet gas outlet coaxial reject outlet gas outlet easier manufacture gas outlet point typically maximum diameter connection', 'point end cylindrical section diameter cylindrical section maximum diameter smaller diameter cylindrical section reverse flow cyclone disposed separation apparatus reverse flow cyclone cylindrical end end opposite end reverse flow cyclone disposed', 'disposed cylindrical section apparatus end release gas end conical section accept gas conical section reverse flow cyclone positioned coaxially reject outlet coaxially vessel reverse flow cyclone offset axis reject outlet vessel reverse flow cyclone', 'cyclone optional rotation structure disposed near end end reverse flow cyclone increasing rotation gas flowing reverse flow cyclone rotation structure curved disposed outer wall rotation structure inner core rotation structure contact outer wall', 'wall spaced apart outer wall flow section rotation structure end end gas flow section vortical pattern separates higher density fine solid liquid lower density gas fine solid liquid gather wall reverse flow cyclone gas near center gas end end', 'end end reverse flow cyclone near end reverse flow cyclone end helical general helical horizontal vertical mixture opening helical slit horizontal slit vertical slit hole type opening helical constant pitch pitch constant helical horizontal slit', 'slit length slit length vertical slit length slit length hole shape dimension hole square triangular hexagonal rectangular elongated oval individual offset degree constant vary allow residual liquid moving axial cyclone escape gas flow going gas', 'going gas outlet liquid emerge collect drain plate drain plate drained drain passage drain plate conical section optionally drain outlet provided cylindrical section drain plate enhance drain plate excess removed reverse flow cyclone drain outlet', 'outlet prevent excessive build liquid head drain plate gas enter apparatus feed inlet plate separates feed section apparatus lower cylindrical vessel plate drain plate bulk separation section conical vessel drain plate typically rotation structure', 'structure plate vessel opposite sides plate typically contact vessel entire circumference apparatus feed inlet feed section past plate plate drop bulk separation section feed bulk separation section rotation begin flow reject outlet rotation desired', 'desired optional vortex breaker provided reject outlet rotation decreasing diameter conical separates gas central column rotation gas rotation suppressed conical section gas center conical section gradient gas end axial cyclone ambient rotational', 'gradient reverse flow cyclone entrance fixture entrance fixture end reverse flow cyclone circular entrance fixture reduced diameter opening diameter entrance fixture smoothly reduced diameter opening entrance fixture tapered reduced diameter opening', 'opening taper linear case entrance fixture conical taper nonlinear case entrance fixture gas entering entrance fixture rotating rotation gas entering entrance fixture initial separation residual gas entrance fixture drain downward entrance fixture', 'fixture conical apparatus gas upward optional rotation structure proximate entrance fixture additional rotation gas rotating gas flowing upward reverse flow cyclone positive gradient end end reverse flow cyclone residual continue separating rotating', 'rotating gas flow section flowing reverse flow cyclone drain plate reverse flow cyclone optional porous disposed reverse flow cyclone end porous cylindrical open reverse flow cyclone end porous mesh sponge high surface area porous residual separate', 'separate gas porous run porous exit reverse flow cyclone opening drain plate rest clean dry gas reverse flow cyclone end gas outlet optional filter gas outlet extra drying removal plate reverse flow cyclone end plate cylindrical section noted plate', 'plate contact vessel entire circumference plate vessel fluid flow past plate feed section bulk separation section access entrance fixture end reverse flow cyclone plate directly couple plate alternately connected plate reverse flow cyclone flange', 'flange reverse flow cyclone plate reverse flow cyclone additionally alternately drain plate similar fashion feed inlet radius cylindrical section axis feed inlet flow path feed feed inlet radius cylindrical section alternately feed inlet angled', 'angled azimuthal direction radius cylindrical section axis feed inlet azimuth angle radius cylindrical section feeding cylindrical section azimuth radius cylindrical section impart initial rotation apparatus feed inlet tangentially cylindrical', 'section plate prevent feed feed section maintain differential feed section bulk separation section general apparatus bulk separation section feed section drain section section feed section bulk separation section plate drain section feed section', 'section drain plate section drain section plate plate opening end reverse flow cyclone gas section drain section reverse flow cyclone generally entrance fixture bulk separation section admit wet gas separation optional rotation structure typically', 'typically near plate flow section goes feed section drain plate drain section optional porous separate residual collection drain plate end reverse flow cyclone end plate extend plate section noted reverse flow cyclone alternately additionally plate', 'plate manner similar plate drain plate gas inlet nozzle entrance reverse flow cyclone near entrance fixture gas inlet nozzle conical opening facing entrance fixture opening facing away entrance fixture dimension opening dimension opening gas inlet', 'gas inlet nozzle attract gas flowing downward bulk separation section reverse flow cyclone flowing downward past gas inlet nozzle slight vacuum gas inlet nozzle effect slight vacuum separates gas downward flowing bulk separation section gas upward', 'upward gas inlet nozzle entrance fixture event gas inlet nozzle conical flow pathway opening opening supplementary cyclonic separation occur gas inlet nozzle gas generally opening gas inlet nozzle entrance fixture reverse flow cyclone gas inlet', 'gas inlet nozzle attach external surface entrance fixture external surface gas inlet nozzle view separation apparatus separation apparatus generally similar separation apparatus axial cyclone insert instead single axial cyclone similar given general', 'general numeral refer similar axial cyclone insert axial axial cyclone connection axial optional rotation structure near end axial cyclone substantially connection axial pattern capture gas flow rising apparatus gas outlet axial visible axial', 'axial availability apparatus gas flow separation axial result efficient removal fine solid liquid optional filter gas outlet b view apparatus view axial visible axial cyclone insert square pattern location drain plate rotation axial separator plate', 'plate turn main apparatus cross main plate turn axial feed opening location feed inlet nearest rail noted axial positioned apparatus main cross cylindrical noted supporting axial axial cyclone separately separator plate bolting welding separator', 'separator plate axial cyclone insert group axial b structure box rack axial cyclone structure turn separator plate alternately axial cyclone individually structure axial cyclone insert suspended near end cylindrical convenient manner plate sized fit', 'sized fit axial cyclone attached axial small lip flange end plate axial respective c view separation apparatus separation apparatus generally similar separation apparatus drain plate separation apparatus flat drain passage facilitate suspended', 'suspended conical drain plate attached constant elevation horizontal plane drain plate smoothly downward drain passage axial cyclone insert separation apparatus c optional drain outlet event drain fast drain passage noted drain plate c apparatus', 'apparatus foregoing directed basic determined follow']	63	[11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 8, 11, 11, 11, 11, 11, 11, 11, 11, 30, 11, -1, 11, 11, 11, 11, 11, 11, 11, -1, 11, -1, -1, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, -1, 0, 11, 11, 11, 16]	['cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'particle filter window dynamic time weighting latent map operational weight neural equipment deep environment location localization consider posterior responsive hidden', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'cyclone section end reverse cylindrical plate drain conical entrance feed axial separator fixture gas flow diameter opposite inlet apparatus separation', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.08864861371597021, 0.007643135337797568, 0.033411154380783036, 0.026687019941828413, 0.006259274724317675, 0.006304430894941545, 0.002882206359197037, 0.007514833310030283, 0.0028597992374394406, 0.003537060010874547, 0.0036297968519469143, 0.46281857063107257, 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-0.24296262860298157, -0.08708039671182632]	[-1.1402136 -0.5777893 0.28003517 ... -0.24419414 0.11971372 -0.31744847]	['16_spirit_person_appreciate_depart', '30_identical_repeat_similar_feature', '11_cyclone_section_end_reverse', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '8_particle_filter_window_dynamic']	location ascertain environment feed initiation port surface sleeve improvement plate information diameter flow task axial depth fixture repetition drive spirit meaning clarity string consider entrance separation foregoing block identical opposite localization direct data drilling cyclone comply operable appreciate necessarily relationship end pump drill torque hidden control depart responsive equivalent dictate separator quickly applicant abstract weight gas piston limit valve deep understand stated interpret model eccentric simplicity learning rotary map production operational equipment section reverse reservoir inlet disclosed diagram fluid latent posterior conical casing bit apparatus time feature stage weighting optional window controller contact dynamic particle speed mud view cylindrical preceding filter similar realize position person reader neural outlet repeat drain formation	computational intention data drilling pipe practical cyclone graphics comply simplicity exemplify pump rock determined drill map improvement nozzle separator straightforward completion seismic axial particle tubing designing reverse inventive cylindrical filter slide routine borehole similar geologic hydraulic teaching identical piston inlet valve memory cavity communicating oil routinely clarity cement drain simplify vortex foregoing effluent sensor localization	direct drilling casing model feature cyclone environment eccentric stage feed comply operable weighting optional relationship window initiation pump port learning rotary controller map improvement hidden torque plate depart operational diameter flow separator equipment quickly formation applicant axial particle depth abstract mud filter reservoir repetition preceding gas inlet disclosed diagram deep spirit reader neural string drain foregoing identical opposite	direct data drilling interpret model time feature cyclone eccentric feed operable weighting optional appreciate window end pump surface drill map improvement plate depart information dynamic operational contact equivalent particle speed abstract weight section reverse view cylindrical filter reservoir similar position spirit person reader meaning clarity fluid string entrance outlet latent repeat drain foregoing conical identical formation	['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Cyclone Separation Apparatus for Gas Flow in Cylindrical and Conical Sections', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Dynamic Particle Filter for Equipment Environment Localization and Operational Control', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'equipment responsive operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic disclosed provided introduce', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'cyclone insert reverse flow end proximate end opposite end tapered entrance fixture end wall end reverse flow cyclone drain plate cylindrical section reverse flow cyclone insert separator apparatus plate feed inlet cylindrical section reverse flow', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'opposite end tapered entrance fixture end wall end reverse flow cyclone sloped drain plate cylindrical section reverse flow cyclone insert plate feed inlet cylindrical section reverse flow plate reverse flow cyclone insert separator apparatus', 'operation equipment environment equipment environment dynamic particle filter time window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'window data particle filter weighting particle filter data time window weight time window operational dynamic particle filter map operational control signal physical particle filter time window velocity particle time window time series data dynamic', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end axial cyclone tapered entrance fixture end wall end axial cyclone axial cyclone drain plate cylindrical section axial cyclone separator apparatus reverse flow cyclone cylindrical section conical section cylindrical section end connected end']
'US10393108B2'	'Reducing fluid pressure spikes in a pumping system'	['F04B51/00', 'F04B1/00', 'F04B23/04', 'F04B23/06', 'F04B49/065', 'F04B49/20', 'E21B43/26', 'E21B43/2607', 'F04B11/0058', 'F04B17/03', 'F04B17/05', 'F04B2201/0201', 'F04B2205/03', 'F04B2205/04', 'F04B2205/05']	['Testing machines, pumps, or pumping installations', 'Multi-cylinder machines or pumps characterised by number or arrangement of cylinders', 'Combinations of two or more pumps', 'Combinations of two or more pumps the pumps being all of reciprocating positive-displacement type', 'Control using electricity and making use of computers', 'Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00 by changing the driving speed', 'Methods for stimulating production by forming crevices or fractures', 'Surface equipment specially adapted for fracturing operations', 'Equalisation of pulses, e.g. by use of air vessels; Counteracting cavitation using two or more pumping pistons with piston speed control', 'Pumps characterised by combination with, or adaptation to, specific driving engines or motors driven by electric motors', 'Pumps characterised by combination with, or adaptation to, specific driving engines or motors driven by internal-combustion engines', 'Position of the piston', 'Pressure in the compression chamber', 'Pressure in the outlet chamber', 'Pressure after the pump outlet']	2015-03-30T13:00:00Z	['Kim Hodgson', 'Jonathan Wun Shiung Chong', 'Lewis Callaway']	['Liberty Oilfield Services LLC']	['pump fluid outlet drive shaft prime mover fluid operatively drive shaft common fluid conduit fluidly pump fluid outlet control position operable generate information phase speed pump operable generate information fluid controller communication', 'position controller operable prime adjust information fluid synchronize speed apparatus drive shaft prime mover operatively drive shaft operable rotate drive shaft operable pump fluid operatively drive shaft pump fluid outlet control position', 'position position operable generate information phase speed operable generate information fluid pump fluid outlet controller communication position controller operable operate fluid spike pump fluid outlet phase fluid spike pump fluid outlet', 'outlet controller operable correlate occurrence fluid spike phase controller prime mover control phase phase difference fluid spike fluid outlet apparatus prime mover engine electric motor hydraulic motor apparatus position rotational position', 'position sensor rotational speed sensor proximity sensor linear position sensor apparatus positive displacement apparatus controller operable prime mover adjust phase fluid spike fluid outlet phase fluid spike fluid outlet apparatus common fluid', 'fluid pathway fluidly pump fluid outlet control sensor operable generate information fluid common fluid pathway controller operable prime mover adjust phase fluid exceeding level common fluid pathway apparatus controller operable prime mover', 'mover maintain substantially constant phase fluid common fluid pathway level apparatus common fluid outlet fluidly connected pump fluid outlet apparatus common fluid outlet common fluid outlet fluidly wellhead fluid conduit common fluid outlet', 'outlet fluidly wellhead fluid conduit fluid fluidly isolated apparatus housing pump fluid outlet drive shaft disposed housing prime mover operatively drive shaft operable rotate drive shaft fluid operatively drive shaft common fluid conduit fluidly', 'fluidly pump fluid outlet control position position operable generate information phase speed operable generate information fluid controller communication position controller operable prime mover adjust phase phase information fluid synchronize', 'speed operable generate information fluid pump fluid outlet controller operable prime mover adjust phase fluid spike fluid outlet phase fluid spike fluid outlet apparatus disposed association operable generate information fluid pump fluid outlet', 'outlet controller operable correlate occurrence fluid spike phase controller prime mover control phase phase difference fluid spike fluid outlet apparatus disposed association common fluid conduit operable generate information fluid common fluid', 'fluid conduit controller operable prime mover adjust phase phase fluid exceeding level common fluid pathway apparatus controller operable prime mover maintain substantially constant phase fluid common fluid pathway level drive shaft prime mover', 'mover operatively drive shaft prime mover rotate drive shaft reciprocate pump fluid phase speed fluid information fluid speed phase phase information fluid speed primary pump causing primary pump operate speed causing primary pump operate', 'operate substantially speed primary pump pump fluid outlet fluid fluid pump fluid outlet fluid phase causing prime adjust phase fluid spike fluid outlet phase fluid spike fluid outlet pump fluid outlet common fluid pathway fluidly pump fluid outlet', 'outlet fluid fluid common fluid pathway fluid phase causing prime adjust phase fluid exceeding level common fluid pathway causing prime maintain substantially constant phase fluid common fluid pathway level common fluid pathway fluidly common fluid', 'fluid pathway fluidly communicating fluid common fluid pathway communicating fluid isolation fluid common fluid pathway related national phase international mar benefit priority provisional multiple mar entire incorporated background large scale', 'scale drilling water jet cutting hydraulic subterranean connected parallel single manifold flow line driven crankshaft away fluid chamber alternatingly draw pressurize expel fluid fluid chamber hydraulic subterranean formation utilize fluid', 'fluid exceeding psi success related physical size weight failure safety operate high fluid oscillating manner forming fluid pump outlet oscillating fluid resonance phenomena interaction fluid resulting piping connected downstream piping hose', 'hose equipment linked reduced large safety increase size weight cost provided introduce selection identify indispensable matter aid matter apparatus control multiple drive shaft prime mover operatively drive shaft operable rotate drive shaft', 'shaft operable pump fluid operatively drive shaft pump fluid outlet control multiple position position operable generate information phase speed control multiple operable generate information fluid pump fluid outlet control controller communication', 'position controller operable operate fluid spike pump fluid outlet phase fluid spike pump fluid outlet apparatus common fluid conduit control multiple housing pump fluid outlet drive shaft disposed housing prime mover operatively drive shaft', 'shaft operable rotate drive shaft fluid operatively drive shaft common fluid conduit fluidly pump fluid outlet control multiple position position operable generate information phase speed control multiple operable generate information fluid', 'fluid controller communication position controller operable prime mover adjust phase phase information fluid synchronize speed multiple drive shaft prime mover operatively drive shaft prime mover rotate drive shaft reciprocate pump fluid phase speed', 'speed fluid information fluid speed phase phase information fluid additional learned person reading attached brief read accordance standard industry drawn scale fact arbitrarily reduced clarity schematic view apparatus perspective view', 'view implementation apparatus sectional view implementation apparatus sectional view implementation apparatus schematic view implementation apparatus schematic view implementation apparatus schematic view implementation apparatus graph related graph', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'wellsite surface adjacent sectional view subterranean formation wellsite surface mixer fluidly connected container container contain contain liquid agent guar polymer synthetic polymer polysaccharide cellulose clay liquid aqueous fluid water aqueous', 'aqueous solution water mixer operable receive liquid fluid mix combine liquid base fluid base fluid known gel mixer discharge base fluid fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container', 'container skidded stationary temporarily permanently wellsite surface mixer fluidly connected mixer container container contain substantially polymer phenol formaldehyde polyester acid cedar bark cane mineral fiber hair fibrous operable matrix base', 'base fluid aid hydraulic dry surfactant breaker capable breaking polymer base fluid mixer operable receive base fluid mixer fluid container fluid mix combine base fluid mixture mixer discharge mixture fluid mixer container disposed trucks mobile', 'mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface mixer fluidly connected mixer container container contain substantially sand sandlike silica quartz mixer operable', 'operable receive mixture mixer fluid container fluid mix combine mixture mixture mixture known fluid mixer discharge mixture fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded', 'skidded stationary temporarily permanently wellsite surface operable communicate inject base fluid mixer mixture mixer mixture mixer wellhead combined mixed prior base fluid mixer pump fleet fluid base fluid distributed pump fleet local manifold', 'manifold piping fluid distribution operable distribute direct base fluid base fluid combined local manifold piping fluid combining operable combine direct base fluid common fluid fluid distribution combining separate fluid distribution combining', 'combining single common local manifold piping fluid communication operable distribute combine fluid base fluid directly common fluid mixture mixer pump fleet common fluid mixture distributed pump fleet local manifold piping fluid distribution', 'operable distribute direct mixture mixture combined local manifold piping fluid combining operable combine direct mixture common fluid fluid distribution combining separate fluid distribution combining single common local manifold piping fluid', 'fluid communication operable distribute combine fluid mixture directly common fluid mixture mixer pump fleet fluid mixture distributed pump fleet local manifold piping fluid distribution operable distribute direct mixture mixture combined local', 'local manifold piping fluid combining operable combine direct mixture common fluid fluid distribution combining separate fluid distribution combining single common local manifold piping fluid communication operable distribute combine fluid mixture', 'mixture directly common fluid pump mounted trucks mobile permit transportation wellsite surface pump skidded stationary temporarily permanently wellsite surface pump fleet disposed mobile carrier pump pump disposed mobile carrier pump pump pump', 'pump pump control power center operable control electric power distribution control power center gas turbine generator internal combustion engine generator electric power electric power control control power center wellsite equipment electric signal', 'signal communication wireless communication control power center employed control control power center operable fluidly connect disconnect pump fluidly connect disconnect pump control power center operable control production rate base fluid mixture', 'mixture mixture control power center operable monitor control operational pump pump fleet control power center operable monitor control flow base fluid mixture mixture pump pump fleet control power center operable control power distribution source', 'source electric power mixer mixer mixer pump operable control power center disposed truck trailer mobile carrier permit transportation wellsite surface control power center skidded stationary temporarily permanently wellsite surface operable produce', 'produce mix individually collectively hydraulic subterranean formation operable produce mix individually collectively drilling water jet cutting substantially similar sizes perspective view implementation sectional view pump collectively pump fixed', 'fixed displacement pump power section fluid section fluid section pump housing fluid end fluid chamber plugged cover plate engaged pump housing opposite end fluid chamber slidably disposed operable displace fluid fluid chamber plunger piston', 'piston diaphragm fluid chamber fluidly connected fluid inlet communicating fluid fluid inlet conduit fluid chamber fluid inlet conduit fluid distribution fluid fluid communication fluid distribution fluid fluid inlet cavity inlet valve operable', 'operable control fluid flow fluid inlet conduit fluid chamber inlet valve closed position spring place inlet valve stop inlet valve open position selected differential fluid inlet cavity fluid inlet conduit fluid chamber fluidly connected fluid', 'fluid outlet cavity extending pump housing transverse fluid outlet cavity communicating fluid fluid chamber fluid outlet fluid outlet conduit fluid combining common fluid fluid communication fluid combining common fluid facilitate injection fluid', 'fluid fluid section outlet operable control fluid flow fluid chamber fluid outlet cavity outlet valve closed position spring place outlet valve stop outlet valve open position selected differential fluid chamber fluid outlet cavity fluid outlet', 'outlet cavity plugged cover engaged pump housing fluid outlet cavity fluidly fluid outlet power section pump rotate manner linear motion longitudinally fluid alternatingly fluid fluid fluid chamber arrow fluid inside fluid chamber differential fluid', 'fluid inlet valve differential compress spring fluid inlet valve open position permit base fluid mixture mixture fluid fluid inlet conduit enter fluid inlet cavity fluid fluid chamber longitudinally fluid chamber difference fluid inside fluid', 'fluid chamber fluid fluid inlet conduit low permit spring fluid inlet valve closed position longitudinally fluid chamber arrow fluid inside fluid chamber increase fluid inside fluid chamber increase fluid chamber difference fluid inside fluid', 'fluid chamber fluid inside fluid outlet cavity high compress spring fluid outlet valve open position fluid fluid outlet cavity fluid outlet conduit fluid destination fluid flow rate pump depend physical size fluid pump speed rate speed rate cycle', 'cycle fluid speed rate related rotational speed power section fluid flow rate rotational speed power section power section pump prime mover operatively drive shaft position power section housing prime mover operable drive rotate drive shaft prime', 'prime mover rotatable output shaft operatively connected drive shaft transmission gear train spur gear drive shaft pinion gear shaft output shaft shaft facilitate transfer torque prime mover shaft pinion gear spur gear drive shaft prevent relative', 'relative rotation power section housing prime mover power section housing prime mover fixedly prime mover engine gasoline engine diesel engine electric motor synchronous asynchronous electric motor synchronous permanent magnet motor hydraulic motor', 'motor prime mover operable rotate drive shaft sectional view implementation pump collectively drive shaft crankshaft main crankpin main extend central axis rotation drive shaft crankpin offset central axis rotation selected distance spaced apart', 'apart main drive shaft position power section power section housing extend opposing power section housing facilitate rotation drive shaft power section housing disposed cover plate protection enclose power section fluid section connected pump', 'pump housing power section housing threaded pump access door facilitate access pump power section fluid section maintenance pump transform transmit rotational motion drive shaft linear motion crosshead crosshead mechanism rod pivotally crankpin', 'crankpin journal end pin crosshead opposing end interior power section housing guide crosshead reduce eliminate lateral motion crosshead crosshead mechanism piston rod coupling crosshead drive shaft piston rod crosshead threaded connection flexible', 'flexible connection pump triplex pump fluid pump pump fluid fluid noted prime liquid prime water jacket remove heat prime fixed displacement discharge oscillating manner experience resonance phenomenon interaction oscillating fluid common fluid', 'fluid piping fluidly connected downstream correlation occurrence speed fluid fluid flow acoustic piping correlation phase relationship pump fleet occurrence reduced phase control operable monitor control phase speed control monitor phase speed', 'speed position operable generate information phase speed schematic view implementation control collectively position rotary association pump operable convert angular position motion drive shaft rotating power section electrical signal phase speed', 'speed drive shaft rotating rotary disposed adjacent external drive shaft rotating power section power section housing cover plate power section rotary sensor rotary potentiometer synchro resolver rotary variable differential transformer position', 'position proximity association pump operable convert position presence moving rotating pump electrical signal indicative position speed moving proximity disposed adjacent proximity sensor detect proximity sensor extend cover plate pump housing fluid', 'fluid chamber proximity sensor detect presence selected position dead center position proximity disposed adjacent crosshead proximity sensor detect presence movement crosshead mechanism crankshaft detect position speed proximity sensor linear', 'linear capacitive sensor inductive sensor magnetic sensor hall effect sensor reed switch control association pump operable measure fluid downstream fluid convert fluid electrical signal operable measure fluid fluid outlet pump extend cover pump', 'pump housing fluid outlet cavity operable measure fluid downstream pump fleet disposed common fluid detect measure fluid control additional control pump relay counter card variable speed drive engine throttle association prime mover control operable', 'operable control speed prime mover control speed pump pump relay counter card variable speed drive engine throttle association prime mover pump relay counter card variable speed drive engine throttle separate disposed distance prime mover control', 'control variable speed drive prime mover electric motor control engine throttle prime mover engine pump relay synch pulse relay electrical connection party line facilitate synchronization pump fleet pump speed variable speed engine operable receive', 'receive synchronization timing pulse primary pump generate synchronization timing pulse secondary pump fleet primary pump close pump relay secondary open pump secondary receive synchronization timing pulse primary pump pump permit pump primary pump', 'pump control party line time synchronization timing pulse secondary pump fleet counter card operable perform precise time count high frequency clock counter card crystal clock operable sixteen permit counter card count clock resolution counter card', 'card facilitate accurate time synchronization timing primary pump proximity rotary pump cycle time determined measuring time signal proximity measuring time rotary sensor generate series complete revolution control controller communication prime', 'prime mover control schematic view implementation controller controller operable execute implement implement controller personal personal digital assistant controller processor processor processor local memory execute local memory memory processor', 'processor execute implement local memory program computer program code executed processor facilitate perform processor suitable local environment digital signal gate multicore processor architecture nonlimiting course appropriate processor', 'processor communication main memory volatile memory nonvolatile memory bus communication volatile memory random access memory ram static random access memory synchronous dynamic random access memory dynamic random access memory dram dynamic random', 'random access memory random access memory nonvolatile memory memory flash memory memory memory control access volatile memory nonvolatile memory controller interface circuit interface circuit standard interface universal serial bus generation gio', 'gio interface wireless interface cellular interface interface circuit graphics driver card interface circuit communication network interface card facilitate exchange data external network connection digital subscriber line telephone line coaxial', 'coaxial cable cellular telephone satellite connected controller interface circuit facilitate communication controller prime electrically connected controller permit controller control speed phase prime mover controller communication pump relay', 'relay counter card variable speed drive engine throttle facilitate control prime mover pump relay counter card variable speed drive engine throttle association prime mover pump relay counter card variable speed drive engine throttle association', 'controller input connected interface circuit input permit operator enter data processor selected phase difference speed flow input keyboard mouse voice recognition output connected interface circuit output display liquid crystal display cathode ray', 'ray tube display controller mass storage data mass storage floppy disk hard drive compact disk digital versatile disk mass storage volatile memory nonvolatile memory local memory removable storage medium controller accordance hardware chips circuit', 'circuit circuit execution processor case provided computer program product computer readable medium storage structure computer program code thereon execution processor controller operable control pump fleet controller disposed association pump fleet', 'fleet mobile carrier single controller operable control pump single controller operable communicate prime pump fleet control power center additional schematic control control communication pump fleet individual pump fleet communication controller', 'simplicity clarity individual pump pump pump communication controller rotary association drive shaft measure phase speed drive shaft phase speed proximity operable detect presence moving pump detect presence point drive shaft rotating pump', 'pump controller communication pump pump fleet separate controller independently pump related showing flow torque generate smaller flow torque relationship pump phase plotted horizontal axis pump output flow input torque plotted vertical axis pump', 'axis pump triplex pump flow torque average flow torque relationship pump phase plotted horizontal axis pump output flow input torque plotted vertical axis pump pump flow torque average flow torque phase multiple n p considered single combined pump', 'pump common drive shaft n p fluid end discharge combined pump volume outlet individual pump fluid outlet cavity fluid outlet conduit common fluid ability phase pump fleet combined look common crankshaft reduce formed downstream pump fleet combined', 'combined pump fluid end discharge negative individual fight hammering effects likely occur substantially single pump control maintain selected phase difference drive shaft maintain selected phase difference graph related graph phase relationship', 'pump fleet triplex circle phase position pump positioned substantially phase pump controller operable prime mover phase controller operable adjust phase speed prime mechanically drive shaft crosshead drive shaft mechanically phase pump linear', 'linear position known rotational position phase drive shaft controller control speed engine throttle prime mover engine variable speed drive prime mover electric motor control relative phase controller operator select primary pump selected speed', 'speed relative phase speed secondary relation primary pump controller maintain selected phase difference synchronized speed primary pump secondary resulting relative control phase fleet primary pump selected speed matching speed secondary speed', 'speed primary pump synchronize speed speeding secondary establish selected phase difference primary secondary matching speed secondary speed primary pump synchronize primary pump inoperable goes secondary primary pump primary pump secondary', 'secondary inoperable goes primary pump phase control rotary proximity generate position speed feedback permit controller determine phase speed drive shaft make speed maintain selected phase difference rotary sensor phase secondary pump determined', 'calculating rotary sensor synchronization timing pulse primary pump dividing calculated rotary sensor revolution multiplying quotient proximity sensor phase secondary pump determined calculating time signal proximity sensor synchronization timing', 'timing pulse dividing calculated time time proximity sensor multiplying quotient signal selected phase added engine throttle variable speed drive control signal control phase motor control gear prime substantially similar operable control gear prime', 'prime selected output flow rate input parameter controller decide speed achieve selected output flow rate implementation controller match speed bias speed pump selected speed phase bias added signal controller engine throttle variable speed drive', 'drive control phase phase minimize resonance phenomena downstream instead addition pump fleet position controller operable phase pump fleet information resonance phenomenon amplification fluid pump fleet fluid pump phase fluid pump operable generate', 'generate information fluid fluid outlet fluid outlet information received controller controller operable prime mover adjust phase pump information instead position consequently fluid spike fluid outlet cavity fluid outlet conduit phase time fluid', 'fluid spike pump phase speed drive shaft pump position controller operable capture learn correlate occurrence fluid spike position drive shaft pump control fluid substantially phase drive substantially phase pump equal phase relationship fluid prior', 'prior selected phase controller synchronize phase relationship pump pump fleet occurrence resonance phenomena common fluid downstream pump fleet operable generate information fluid common fluid downstream pump fleet information received controller', 'spike spike exceeding selected level fluid conduit controller operable prime adjust phase secondary primary pump phase speed pump position control drive pump substantially phase occurrence common fluid independent relative position phase drive pump', 'pump pump equal occurrence common fluid occurrence depend functional structural fleet pump fluid fluid flow acoustic piping fluid compressibility controller continue adjust phase secondary common fluid selected level common fluid reduced selected', 'selected level controller prime mover maintain phase pump substantially constant prior reduced selected level controller synchronize control controller operable continuously randomly change relative phase fleet controller continuously randomly', 'randomly adjust phase relationship primary secondary percent prevent formation controller operable differentiate continuously randomly adjust secondary primary pump percent pump result fluid fluid stream formation downstream fleet fluid resonance', 'resonance phenomenon interaction oscillating fluid fluid fluid fall phase diagram apparatus drive shaft prime mover operatively drive shaft prime mover rotate drive shaft reciprocate pump fluid phase speed fluid information fluid speed synchronized', 'speed primary pump causing primary pump operate speed causing primary pump operate substantially speed primary pump phase phase information fluid pump fluid outlet fluid fluid pump fluid outlet fluid phase causing prime adjust phase fluid spike', 'spike fluid outlet phase fluid spike fluid outlet common fluid pathway fluidly pump fluid outlet fluid fluid common fluid pathway fluid phase causing prime adjust phase fluid exceeding level common fluid pathway causing prime maintain substantially', 'constant phase fluid common fluid pathway level view entirety person recognize apparatus drive shaft prime mover operatively drive shaft operable rotate drive shaft operable pump fluid operatively drive shaft pump fluid outlet control position', 'position position operable generate information phase speed operable generate information fluid pump fluid outlet controller communication position controller operable operate fluid spike pump fluid outlet phase fluid spike pump fluid outlet drive', 'drive shaft crankshaft prime mover engine electric motor hydraulic motor position rotational position sensor rotational speed sensor proximity sensor linear position sensor positive displacement controller operable correlate occurrence fluid spike', 'spike phase controller prime mover control phase phase difference fluid spike fluid outlet controller instead operable prime mover adjust phase fluid spike fluid outlet phase fluid spike fluid outlet common fluid pathway fluidly pump fluid outlet', 'outlet control sensor operable generate information fluid common fluid pathway controller operable prime mover adjust phase fluid exceeding level common fluid pathway controller operable prime mover maintain substantially constant phase fluid common', 'common fluid pathway level common fluid outlet fluidly connected pump fluid outlet apparatus common fluid outlet common fluid outlet fluidly wellhead fluid conduit common fluid outlet fluidly wellhead fluid conduit fluid fluidly isolated apparatus', 'apparatus housing pump fluid outlet drive shaft disposed housing prime mover operatively drive shaft operable rotate drive shaft fluid operatively drive shaft common fluid conduit fluidly pump fluid outlet control position position operable generate', 'generate information phase speed operable generate information fluid controller communication position controller operable prime mover adjust phase phase information fluid synchronize speed drive shaft crankshaft prime mover engine electric motor', 'motor hydraulic motor fluid position rotational position sensor rotational speed sensor proximity sensor linear position sensor positive displacement disposed association operable generate information fluid pump fluid outlet controller operable', 'operable correlate occurrence fluid spike phase controller prime mover control phase phase difference fluid spike fluid outlet operable generate information fluid pump fluid outlet controller operable prime mover adjust phase fluid spike fluid', 'fluid outlet phase fluid spike fluid outlet disposed association common fluid conduit operable generate information fluid common fluid conduit controller operable prime mover adjust phase phase fluid exceeding level common fluid pathway controller', 'operable prime mover maintain substantially constant phase fluid common fluid pathway level common fluid outlet fluidly connected pump fluid outlet apparatus common fluid outlet common fluid outlet fluidly wellhead fluid conduit common fluid outlet', 'outlet fluidly wellhead fluid conduit fluid fluidly isolated drive shaft prime mover operatively drive shaft prime mover rotate drive shaft reciprocate pump fluid phase speed fluid information fluid speed phase phase information fluid speed primary', 'primary pump causing primary pump operate speed causing primary pump operate substantially speed primary pump pump fluid outlet fluid fluid pump fluid outlet fluid phase causing prime adjust phase fluid spike fluid outlet phase fluid spike fluid', 'fluid outlet pump fluid outlet common fluid pathway fluidly pump fluid outlet fluid fluid common fluid pathway fluid phase causing prime adjust phase fluid exceeding level common fluid pathway causing prime maintain substantially constant phase', 'phase fluid common fluid pathway level common fluid pathway fluidly common fluid pathway fluidly communicating fluid common fluid pathway communicating fluid isolation fluid common fluid pathway foregoing person better understand person appreciate', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning']	125	[0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, -1, -1, -1, 1, -1, 0, 0, 0, 0, -1, -1, 30, -1, -1, 47, -1, 47, -1, 47, -1, -1, -1, -1, -1, 47, 0, -1, -1, 47, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, -1, -1, 0, 0, -1, 0, 0, -1, -1, 14, 14, 6, 6, 0, 6, 14, 20, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, -1, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, -1, 0, 0, -1, 16, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mixer wellsite skidded stationary temporarily permanently container transportation pump mobile permit trucks surface manifold operable truck fluidly fleet trailer base', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[1.0, 1.2369962509594363e-307, 8.870238959634512e-307, 7.399938135806656e-307, 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'30_identical_repeat_similar_feature', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '6_network_wireless_interface_display']	node ascertain initiation port surface processor sleeve improvement readable container water sand information flow task depth removable gate code repetition card switch drive local mobile trucks display acid memory spirit meaning composition clarity magnetic string disk fleet slurry network foregoing block identical telephone interface direct aqueous data drilling storage random comply operable appreciate necessarily relationship pump gravel drill torque control nonvolatile depart temporarily screen equivalent wellsite computer dictate quickly permit applicant abstract piston limit valve mixer circuit communication understand stated volatile polymer interpret model eccentric graphics gel simplicity return bus connected learning tape cleavable rotary semiconductor production input area communicate equipment flash trailer reservoir transportation fluidly disclosed skidded module diagram architecture fluid floppy base output ram perform size casing bit printer apparatus time feature article amide note surfactant stage medium share optional media wired controller additional contact program access manifold cellular stationary speed chloride mud view preceding analysis independently viscosity pack similar satellite realize permanently position person wireless reader metal outlet repeat truck formation	wirelessly cache processor improvement calcium cell hydrocarbon designing teaching hydraulic mobile trucks electronic recorder acid memory communicating clarity magnetic technology cement foregoing identical interface drilling pipe comply bentonite pump quartz determined drill accelerometer login wellsite computer straightforward geologic piston valve mixer configuration mineral server simplicity exemplify semiconductor seismic inventive trailer routine borehole subterranean hardware fluid multicore chips intention practical wired rock controller router cellular crystallization silica completion tubing chloride slide viscosity similar cavity wireless oil routinely simplify truck	initiation port improvement readable sand flow depth gate repetition card switch local mobile trucks acid memory spirit composition string magnetic fleet slurry network foregoing telephone identical interface direct drilling storage comply operable relationship pump gravel torque nonvolatile depart wellsite computer quickly applicant abstract mixer polymer model eccentric graphics bus learning rotary semiconductor equipment flash trailer reservoir disclosed diagram skidded architecture base ram casing perform printer feature article surfactant stage optional media controller additional stationary chloride mud independently preceding viscosity satellite wireless reader metal formation	surface processor improvement water container information switch card local mobile trucks display acid memory spirit composition string clarity magnetic meaning disk slurry foregoing network identical interface direct aqueous drilling data storage random operable appreciate pump gravel drill depart screen equivalent wellsite computer permit abstract mixer volatile interpret model eccentric connected cleavable area flash reservoir transportation fluid perform printer time feature article surfactant medium optional share media contact access stationary speed view analysis similar position person wireless reader outlet repeat formation	['Wellsite Fleet Management and Fluid Transportation Solutions with Stationary Skidded Containers', '"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface mixer fluidly connected mixer container container contain substantially sand sandlike silica quartz mixer operable', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'fluid hereinafter simply fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily wellsite surface fluid mixer fluid manifold known manifold trailer missile', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'fluid known gel mixer discharge base fluid fluid mixer container disposed trucks mobile respectively permit transportation wellsite surface mixer container skidded stationary temporarily permanently wellsite surface wellsite mixer fluidly connected', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20140262263A1'	'Hydraulic fracturing with proppant pulsing through clustered abrasive perforations'	['E21B43/267', 'E21B29/00', 'E21B43/114', 'E21B43/26']	['Methods for stimulating production by forming crevices or fractures reinforcing fractures by propping', 'Cutting or destroying pipes, packers, plugs, or wire lines, located in boreholes or wells, e.g. cutting of damaged pipes, of windows; Deforming of pipes in boreholes or wells; Reconditioning of well casings while in the ground', 'Perforators using direct fluid action on the wall to be perforated, e.g. abrasive jets', 'Methods for stimulating production by forming crevices or fractures']	2012-10-11T13:00:00Z	['Konstantin Burdin', 'Alejandro Pena', 'Fedor Nikolaevich Litvinets', 'Konstantin Mikhailovich Lyapunov', 'Alexey Yudin']	['Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Prad Research and Development Ltd']	['completion disclosed combine creation perforation perforation hydraulic clustered abrasive jet perforation hydraulic carried coiled tubing subterranean formation lined casing extending formation forming cluster perforation casing formation fluid', 'fluid cluster combining fluid slurry alternatingly repeatedly slurry fluid cluster combining fluid additional additional additional slurry alternatingly repeatedly additional slurry fluid cluster additional concentration slurry forming cluster', 'cluster perforation casing formation cluster spaced apart cluster nonperforated interval fluid simultaneously alternatingly repeatedly slurry fluid simultaneously nonperforated interval length ranging forming additional fluid simultaneously', 'alternatingly repeatedly slurry fluid simultaneously slurry fluid carried series substantially uniform fluid fluid fluid forming cluster coiled tubing alternatingly repeatedly slurry fluid cluster annulus coiled tubing casing subterranean formation', 'formation lined casing extending formation forming cluster casing formation b fluid cluster c combining fluid slurry slurry cluster e b alternating fashion forming cluster casing formation nonperforated interval disposed b fluid simultaneously', 'slurry simultaneously e b alternating fashion nonperforated interval length ranging forming additional fluid simultaneously alternatingly repeatedly slurry fluid simultaneously forming cluster coiled tubing slurry fluid carried annulus casing coiled', 'coiled tubing forming coiled tubing slurry fluid carried annulus casing coiled tubing subterranean formation lined casing extending formation forming nonperforated disposed cluster fluid combining fluid slurry alternatingly repeatedly slurry fluid', 'fluid combining fluid slurry additional additional additional slurry alternatingly repeatedly additional slurry fluid nonperforated interval length ranging background oil natural gas subterranean geological formation drilling formation flow path', 'flow path hydrocarbon reach surface hydrocarbon produced travel formation ultimately surface sufficiently unimpeded flow path hydraulic primary improving productivity extending highly conductive reservoir stage hydraulic fluid subterranean formation', 'formation high fluid injection rate filtration rate formation increasing hydraulic sand face critical value formation strata rock formation permeable formation porosity stage prevent injection resulting flow recoverable fluid oil gas water sand', 'sand gravel glass walnut ceramic spherical cylindrical irregular hydraulic aqueous thickener soluble polysaccharide sufficient viscosity transport typical guar polysaccharide guar guar guar water guar linear gel viscosity polymer concentration', 'engagement polymer sufficiently strong increase gel viscosity create common guar boron titanium zirconium chemical enhance ability transport mitigate settling hydraulic mitigate dispersion travel completion flow control hydraulic limit flow', 'flow formation coated curable resin hole fibrous deformable retain presumably network pack flow success hydraulic hydraulic conductivity length conductivity product permeability width typically expressed conductivity affected known particle size', 'size distribution key parameter permeability concentration expressed square foot surface width consider excellent transport ability minimize settling big improve conductivity weak poor transport narrow lead poor productivity relatively inexpensive', 'little strength sand hydraulic small internal greater cost ceramics small moderate closure greater cost ceramics higher closure pack create conduit higher hydraulic conductivity surrounding formation rock pack permeable porous structure flow', 'flow formation layer generally law u p fluid x distance viscosity formation fluid u flow filtration speed formation fluid k permeability pack coefficient nonlinear filtration law density formation fluid result multiplying permeability width', 'width hydraulic conductivity important design optimization hydraulic conductivity optimization strike balance strength hydraulic conductivity distribution cost cost hydraulic reservoir case large particle sizes optimization significant hydraulic', 'hydraulic conductivity increase possible large diameter given internal formation stress large diameter crush greater extent subjected high closure leading decrease effective hydraulic conductivity pack subjected bridging trapping near injection', 'injection point pat hydraulic incorporated conductivity productivity sequentially alternate contrast ability transport improve placement contrast transported pattern series spread length lot formation circulate surface cutting cutting perforation', 'casing formation instead explosive cumulative milling cutting formation jet perforator hung tubing inside jet generator ground surface perforator opposite directed wall slurry prepared jet generator tubing hole perforator abrasive known provided', 'provided introduce selection identify key essential matter aid matter perforation station interchangeable term perforation hand cluster cluster grouped relatively close typically formed simultaneously abrasive jet refer individual unperforated', 'interval subterranean formation lined casing extending formation disclosed forming cluster casing formation disclosed fluid cluster disclosed combining fluid slurry alternatingly repeatedly slurry fluid cluster combining fluid additional fourth', 'fourth alternatingly repeatedly additional slurry fluid cluster forming additional casing formation additional spaced apart nonperforated interval disclosed treating simultaneously fluid brief discreet perforation nonperforated formed annular', 'annular graphically schedule accordance photograph cavern perforation technique flow diagram perforation schedule accordance directed combination perforation creation discreet nonperforated hydraulic cluster cluster length nonperforated range length', 'length optionally coiled tubing subsequent optionally annulus coiled tubing casing course employed perforation cumulative perforation allow selective approach cluster location nonperforated interval perforation perforation allow significantly', 'reduced inside casing admittance large surface area inside cement formation perforation connect abrasive scheme long nonperforated length vary suitable depending formation thickness deviation design cluster vary suitable depending formation design', 'design cluster azimuthally fluid jet flow perforator illustration perforation scheme illustration sectional view lined casing annular disposed casing formation filled cement perforation extend cement formation nonperforated cluster separately', 'hydraulic disclosed cluster simultaneously disclosed hydraulic abrasive jet forming collar locator centralizer connector sand sub collar locator centralizer connected beneath connector attach coiled tubing string collar locator determine zone casing', 'casing collar locator centralizer hole determine location hole disconnect connect end coiled tubing string drill pipe wire line reverse check valve bull nose disposed distal end zone sand sub positioned proper location abrasive laden fluid high', 'high exterior sand sub sand sand sub create casing desired sand sand sub perforate casing cement zone little perforate tubing benefit configuration sand sub varied change sand sub configuration individual modify cutting power sand sub casing tubing', 'tubing perforated withdrawn disposed end coiled tubing away sufficient annular flow path allow stimulation fluid casing high generate hydraulic subterranean formation stage pad stage fluid sufficiently high flow rate hydraulic formation pad stage', 'pad stage sufficient accommodate subsequent volume pad designed knowledgeable design common natural synthetic added increase fluid viscosity pad subsequent guar composed mannose galactose guar guar guar guar boron titanium zirconium aluminum', 'aluminum typically increase effective molecular weight better small extent cellulose excellent ability expensive guar frequently typically friction low usually prepared appropriate suitable anionic cationic viscosity surfactant structure formed', 'formed surfactant concentration fluid significantly critical concentration presence electrolyte surfactant aggregate species wormlike rodlike interact network viscous elastic behavior pad stage formation stage periodical introduction fluid solid', 'solid suspension stage divided periodically repeated carrier substage injection fluid substage addition fluid result periodic slugging slurry granular doesnt completely spaced formation pass carrier volume carrier smaller volume change time early', 'early smaller volume substage relative volume selected engineer surface area area open formation free flow non volume carrier substage substage zero schedule stage table table table pump fluid prop prop slurry pump dirty clean rate volume mass', 'mass volume time pulse pulse stage min min sec sec pad flush schedule graphically table dirty pulse substage clean pulse carrier substage stage known pad stage stage injection fluid increasing stage clean fluid dirty fluid slurry pulse vary widely', 'widely given table clean dirty pulse times range minute longer pulse times range final stage zero volume clean pulse abrasive perforation scheme promote channel creation inside technique area critical zone admittance high tangential disclosed', 'disclosed technique allow reliable admittance reduction risk bridging lower inside casing cumulative perforation technique reduced inside casing geometry abrasive contact area relative contact area channel cumulative perforation technique abrasive', 'abrasive cavern excessive surface better admittance possible decrease total perforation increasing risk bridging perforation hole cluster increase diverting resulting enhancement injection profile admit slurry better division pulse smaller slurry', 'slurry decreasing given perforation interval beneficial fluid injection initiation transverse horizontal perforation cluster cluster predictable cluster adequate admittance cumulative given cluster large cluster accurate estimation proper design job', 'job affect choice duration substage carrier substage abrasive small cluster result reliable design separation ensure optimal channel creation sizes hole density hole density inside cluster hole sizes hole sizes inside cluster fit formation abrasive', 'abrasive perforation perforation gun shot density inverse value shot density shot spacing distance conventional perforation cluster height distance multiple shot spacing abrasive perforation hole size perforation channel geometry cumulative', 'perforation thickness casing charge type rock cumulative perforation hole size channel geometry gun charge case abrasive perforation slurry rate duration cutting chosen hole size cavern geometry fluid stage increase strength formed prevent collapse', 'collapse closure typically reinforcement added substage necessarily case vary time stage substage substage concentration subsequent suitable introduce fashion stage carrier introduction substage particularly preferable concentration doesnt vary', 'vary entire stage monotonically stage monotonically stage curable curable selection appropriate hole static fluid known experienced addition organic inorganic reinforce cluster combination separately adhesive coating adhesive coating coated layer', 'layer nonadhesive substance dissolvable fluid adhesive coated nonadhesive substance fluid subterranean metallic preference produced aluminum steel special reduce corrosion metallic shaped resemble sphere measure preferably metallic elongated shape', 'shape length longer diameter additionally organic inorganic ceramics disk length width ratio biggest greater carrier introduction agent fluid increase transport capability reducing settling rate fluid agent elongated length diameter convection fluid', 'fluid decrease settling rate fluid organic inorganic glass ceramic nylon carbon metallic transport capable fluid hole fluid basis acid acid polyvinyl alcohol coated adhesive subterranean formation adhesive coated nonadhesive substance fluid longer', 'longer diameter accordance main condition ratio biggest greater weight concentration fibrous fluid chosen consideration increasing strength acid acid lactic acid glycolic acid added concentration fluid cluster maintain reasonable residual thickness', 'thickness closure stress increase fluid inflow open formed situation permeability value decisive increasing productivity cluster successfully sand weak standard hydraulic formation sand substantially ceramic additionally destruction sand closure', 'closure load improve strength behavior cluster occur cluster porosity increasing compactness degree sand create doesnt need good granulometric narrow diameter distribution possible sand diameter diameter diameter noted expensive sand obtain similar', 'similar value hydraulic conductivity prior conventional hydraulic preferable sand adhesive coating adhesive coating coated layer nonadhesive substance dissolvable fluid nonadhesive substance adhesive wont prior entering control time moment place', 'place particle gains adhesive adhesive coating formation sand conglutinate bonding cluster erosion rate formation flow past cluster cluster destruction erosion stage stage stage introduction employed stage conventional bed relatively near stage', 'stage involve introduction agent transport capability agent stage distinguished stage placement essentially uniform size strength sufficient prevent cracking subjected occur closure role stage prevent closure good conductivity proximity disclosed', 'disclosed hydraulic introduce fluid promote formation continuously agent local formation cluster typically agent selected designed action function delaying chemical physical reaction commonly hydraulic industrial simple activation agent fluid higher', 'higher formation deep earth ammonium homolysis relatively slow surface c relatively rapid formation c slow dissolution reactive agent binder dissolution ratio polyvinyl alcohol water dependent molecular weight encapsulation reactive species common', 'common employed hydraulic reactive agent time fluid relatively nonreactive capsule subsequently reactive agent slowly quickly encapsulation designed release contents dissolution mechanical erosion crushing swelling simply slow diffusion stage pad', 'stage pad stage usual unlike previous discontinuously continuously concentration increase stay constant decrease stage normally start low ramped higher near end key agent nucleation formation discontinuously periodically fluid stage agent designed', 'designed work small region zone zone cluster bridge immobile addition subsequent cluster formation accumulate cluster make grow size generate locally reduce ability fluid transport solid phase case agent high concentration oxidative ammonium fluid', 'fluid drastic significant local viscosity fluid viscosity critical value fluid unable transfer stop settle addition greatly cluster formation long release time beginning stage short release times end stage greatly increase tendency locally jam', 'jam cluster added fluid stage continuously discontinuously time breaker apply possible narrow diameter distribution relatively small strength value particle sand similar stage place chemical species competitively bind type agent locally reduce fluid', 'fluid viscosity local release react zirconate sorbitol react borate species deactivate cross linker polymer gel significantly reduce fluid viscosity dependent release acid base reduce fluid viscosity manipulate fluid introduction acid acid acid', 'acid acid release generation acid rate fluid cross linker affinity stable polymer fluid viscosity polymer cross linker absorbent competitive agent polymer chain release gel sodium sorbitol borate metal polyvinyl selection chemical attack cross', 'cross linker question known polyvinyl agent cluster formation decreasing local viscosity represent chemical react fluid significant local heat extraction resulting heating fluid decreasing local viscosity reactive sodium release substance cluster', 'cluster formation length formed reducing mobility pad produce cluster decrease mobility specifically fiber slowly expand shed individual mechanical agitation volume bundle increase fiber concentration initiate create cut alloy possessing shape', 'shape memory shape memory function range oil bent shape small retain shape surface reservoir shape memory phase transition recovery original shape phase transition variation possible alloy composition preferable introduce phase transition beginning', 'beginning stage reasonable introduce highest phase transition slightly formation end stage reasonable introduce phase transition slightly surface fluid shape memory usually similar size metal subjected elevated recover original shape straighten', 'noted local increase contents effectively formation ability vary shape recovery gradually alloy composition formation immovable distributed uniformly length local flowing fluid employed adsorb water times weight water wide variety available', 'available selection determined formation salt content water prepare fluid shell emulsion dispersed elevation fluid combination shell thickness possible control time span introduction fluid release shell shell dispersed absorbing particle growth', 'growth absorbing water surroundings increasing mass size movement ultimately local capture formation decrease mobility surface adhesive formation additional coating adhesive layer nonadhesive substance dissolvable fluid preferable substance', 'substance thickness time span varied lapse rise formation surface adhesive technique time span gain adhesive preferable introduce maximum thickness protective coating maximum adhesive beginning stage preferable introduce respectively minimum', 'minimum thickness protective coating minimum adhesive end stage enter collide bump conglutinate forming size comparable characteristic width wedge causing local formation fluid employed increasing strength formed increase transport ability', 'ability decreasing settling rate fluid selection particularly relatively moderately strong possibly wide distribution particle sizes coated preliminarily binder layer curable formation remain applicable formation sequentially employed pad stage', 'pad stage stage introduction given fluid similar previous stage involve fluid increasing strength formed agent transport ability decreasing settling rate selection particularly relatively moderate strength wide size distribution preliminarily coated', 'coated binder layer curable formation applicable injection fluid fluid low viscosity owing difference injection fluid injection viscous fluid penetrating fluid viscous fluid dividing discrete fourth stage involve introduction essentially uniform', 'uniform particle size elongated increase transport ability fluid fluid hydraulic high hydraulic conductivity formation strong spaced length height stable prevent sufficiently large formation flow industrial applicability flow diagram disclosed', 'disclosed combination abrasive jet hydraulic placement disclosed zone initial perforation cluster abrasive jet zone cluster perforated fluid casing pad stage slurry casing repeated sequentially given concentration slurry casing clean fluid repeated', 'repeated pattern appreciate possible materially spirit individual specifically']	79	[-1, -1, -1, 1, -1, 1, 1, 2, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, 1, 0, 7, 0, 7, 40, 43, -1, 7, -1, 1, -1, -1, -1, -1, 1, 1, 1, 30, -1, 1, -1, -1, -1, -1, -1, 1, 1, 1, -1, -1, -1, 1, 1, 1, -1, -1, -1, -1, 1, -1, 1, 16]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'clustering best depositional facies core inclusion optimization unsupervised fitting log optimum mode cluster rule statistic output input combination define occurrence', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant 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0.23422206938266754, 0.0682450383901596, -0.496587872505188, -0.3289984464645386, 0.4125155806541443, -0.1354120522737503, 0.038232941180467606, -0.008862588554620743, 0.2566244900226593, -0.4094791114330292, 0.0816071629524231, -0.6586484313011169, 0.5491382479667664, 0.7988331913948059, 0.3884637951850891, -0.10815416276454926, -0.3855697512626648, -0.3470030725002289, -0.16240140795707703, 0.14621463418006897, -0.5613714456558228, 0.22796934843063354, -0.6948665976524353, 0.2120646983385086, 0.35992202162742615, 0.04933784157037735, -0.4008849859237671, -0.17914128303527832, 0.10402913391590118, -0.3892461061477661, -0.3244309425354004]	[-0.3841659 -0.556063 0.76572406 ... 0.00784042 -0.10387058 -1.185371 ]	['16_spirit_person_appreciate_depart', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '43_gun_response_curve_firing', '40_clustering_best_depositional_facies']	coarse location ascertain curve optimization response initiation port surface prolongation processor bound sleeve improvement basis water modeling sand information flow operation perturbation task depth given sweet unsupervised repetition approximate drive physics generating acid spirit meaning composition clarity string shot slurry foregoing block identical sensor direct aqueous data drilling original comply operable appreciate necessarily petroleum relationship pump gravel determined drill acoustic torque control depart screen equivalent dictate reduced occurrence quickly applicant abstract digital firing mode statistic facies geologic approximately depositional piston limit valve multiplex domain understand sat stated running signal log polymer interpret model vibration eccentric gel simplicity return variation clustering learning rotary cleavable dry define remedial production input equipment seismic transmitter measured reservoir lower disclosed subterranean diagram core fluid tension optimum output receiver geological casing size bit apparatus time feature fitting amide surfactant stage optional inversion gun best rock controller combination contact solution cluster speed chloride mud view inclusion preceding analysis viscosity perforation pack similar realize position person function fired reader metal outlet rule repeat formation	optimization prolongation processor improvement calcium stochastic hydrocarbon reduction designing minimization approximate teaching hydraulic physics acid communicating clarity shot cement foregoing sensor identical drilling pipe comply bentonite petroleum pump determined drill optimal convergence reduced straightforward firing geologic piston stratigraphic valve mineral solver simplicity exemplify variation learning seismic measured inventive routine borehole fluid shale optimum geological intention practical reduce gun detection best wired rock combination silica crystallization completion tubing chloride slide viscosity similar brief telemetry cavity geophysical fired reducing oil routinely predictive simplify	optimization initiation port prolongation processor improvement sand flow depth unsupervised repetition physics acid spirit composition string shot slurry foregoing sensor identical direct drilling original comply operable petroleum relationship pump gravel acoustic torque depart reduced occurrence quickly applicant abstract statistic depositional multiplex domain sat running log polymer model eccentric vibration clustering learning rotary dry remedial input equipment seismic transmitter reservoir disclosed subterranean diagram tension optimum receiver geological casing feature surfactant stage optional gun best controller speed chloride mud preceding viscosity function fired reader metal formation	coarse location curve optimization response surface processor bound improvement water modeling information operation perturbation unsupervised approximate acid spirit composition string clarity meaning slurry foregoing identical sensor direct aqueous data drilling operable appreciate petroleum pump gravel drill acoustic depart screen equivalent abstract digital facies geologic depositional multiplex log interpret model eccentric vibration variation clustering cleavable dry remedial seismic transmitter measured reservoir lower core fluid time fitting feature surfactant optional gun best rock contact speed view inclusion similar position person reader outlet repeat formation	['Unsupervised Clustering Optimization for Core Depositional Facies Identification and Classification', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Generating Measured Response Curve with Firing Gun Transmitter', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'inclusion optimization identify clustering best core depositional facies optimum input combination cluster best core depositional facies log inclusion optimization identify best clustering testing clustering mode output clustering clustering output', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'surface location disclosed processor memory medium executed processor perform generating measured response curve response measured sensor response firing gun function measured response curve determined approximate curve function brief briefly noted', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'curve data surface location running gun sensor processor transmitter firing gun generating response measuring response sensor generating processor measured response curve response processor approximate measured response curve generating processor', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'error measured response curve approximate curve gun transmitter memory media executed perform generating measured response curve response measured sensor response firing gun approximate measured response curve generating approximate curve measured', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence rule thickness', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'facies optimum input combination cluster best core depositional facies log inclusion optimization best clustering testing clustering mode clustering clustering output best clustering clustering unsupervised mode gap statistic operation occurrence', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'EP2526260A1'	'Virtual flowmeter for a well'	['E21B47/103', 'E21B47/07', 'G01F1/68', 'G01F1/6884']	['Locating fluid leaks, intrusions or movements using thermal measurements', 'Temperature', 'Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using thermal effects', 'Structural arrangements; Mounting of elements, e.g. in relation to fluid flow using a particular type of heating, cooling or sensing element making use of temperature dependence of optical properties']	2011-02-14T14:00:00Z	['John R. Lovell', 'Valery Shako']	['Gemalto Terminals Ltd', 'Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Prad Research and Development Ltd']	['technique distributed change measuring time induced change technique distributed flow rate measured time equilibrium distributed change measuring time distributed flow rate measured time equilibrium wellhead flow measuring data array provided', 'provided measuring data distributed sensor disposed modeling exponential function time constant time constant flow rate time constant linear approximation determine relationship time constant distributed flow rate act distributed flow rate time heat', 'time heat transfer determined time act distributed flow rate ratio convective conductive heat loss determined heat transfer act distributed flow rate mass flow rate act distributed flow rate ratio convective conductive heat loss act distributed flow', 'flow rate flow distributed flow turbulent flow flow distributed flow rate production tubing flow annulus exterior production tubing act distributed flow rate flow production tubing flow annulus flow distributed flow rate time drop induced time flow', 'time flow rate drop change act distributed flow rate time hydrocarbon production act distributed flow rate reservoir model refining reservoir model determination flow rate distributed measure distributed receive data distributed sensor indicative', 'time induced distributed change determine distributed flow rate time time equilibrium induce change valve flow model exponential function time constant determine time constant determine distributed flow rate determined time constant determine time', 'time determine heat transfer determined time determine ratio convective conductive heat loss determined heat transfer determine determine mass flow rate determine ratio convective conductive heat loss determine mass flow rate virtual flowmeter', 'flowmeter related document priority serial priority provisional serial virtual flowmeter distributed transient incorporated background generally virtual flowmeter typical variety acquire data indicative reservoir flow distributed sensor sensor', 'sensor distributed sensor involve electrical optical spatially distributed profile region individual discrete distributed traditionally provided ability perform relatively comprehensive analysis technique distributed change measuring time technique', 'technique distributed flow rate measured time equilibrium distributed data distributed sensor indicative time induced distributed change distributed flow rate time equilibrium brief flow determine distributed flow rate schematic measured time versus', 'versus flow rate possible specification connect connection connected connection mean direct connection connection term mean couple coupling mean directly upper lower upwardly downwardly upstream downstream relative given point clearly disclosed', 'disclosed virtual flowmeter distributed transient specifically accordance distributed sensor optical fiber traverse region spatially distributed region perturbation change region data provided sensor indicative resulting time distributed flow rate', 'flow rate region accordance technique block distributed sensor block change distributed sensor observe variation time change equilibrium pursuant block variation time equilibrium distributed flow rate determined pursuant block exemplary measuring', 'measuring spatially distributed profile region accordance cased lined casing uncased b cased measurement surface disposed laser interrogation optical fiber optically optical fiber noted optical fiber disposed inside relatively small diameter conduit', 'conduit filled inert gas type distributed sensor alternatively accordance spatially distributed acquired type sensor array discrete series completion distributed array accuracy resolution fiber optic distributed stable digital combination circuit', 'circuit resulting apparatus resolution minute sampling longer interval result higher resolution sensor completion cased perforated sensor internal key subsequently orient away area deployment open hole sensor running thermally grounded completion', 'gold coated sensor vicinity sensor measure completion downstream incoming fluid sensor vicinity active flow control exterior completion interior completion later case permanently stinger temporarily coiled tubing intervention rapid deployment high', 'high data rate sensor array spacing largely determined spool rig disclosed ser sensor array june incorporated array adjustable rig rig splicing welding apparatus known family provided array combination sensor array data completion inductive', 'inductive inductive coupling accordance regardless sensor sensor completion exemplary optical fiber production tubing string production tubing nonlimiting optical fiber attached outer surface production tubing distributed length production tubing', 'tubing specifically accordance production tubing optical fiber extend production b nonlimiting extend production region spatially distributed acquired spatially distributed flow rate determined upper production zone isolated zone formed upper packer', 'packer annular seal exterior surface production string interior surface casing lower packer annular seal exterior surface production string uncased wall production zone b formed packer packer disposed lower end production zone b accordance', 'production zone equipment equipment b flow fluid central passageway production string equipment sliding sleeve ball artisan equipment provided location production string equipment outer string casing depending implementation virtual flowmeter', 'flowmeter addition introduce introduce introduce perturbation flow control valve wellhead valve manner wellhead valve change wellhead turn induce controller general operation valve general control data distributed flow controller disposed site noted', 'noted merely exemplary controller remotely employ distributed architecture remotely locally disposed distributed flow rate general controller processor computer central execute memory controller disclosed technique accordance controller laser', 'laser interrogator optical fiber launch optical receive distributed measurement data accordance accordance controller operation wellhead valve brought production flow rate controller wellhead outlet drawdown interface wall effect fluid induced', 'induced change inflow inflow change instantaneously transient change equilibrium transient exponential curve time constant exponential indicative coefficient region completion near measurement time constant derived knowledge equilibrium relatively', 'fast derivation determined flow rate general coefficient dominated conductive term heat flow near zone convective term proportional mass flow rate convective term conductive term relatively constant consequently measuring time constant series', 'series induced wellhead distributed flow rate vicinity sensor optical fiber region determined accordance controller apply calibration convert determined time constant distributed flow rate variation heat transfer coefficient calibration determined', 'overall flow rate rise measured flow rate operation measurement controller derive distributed mass flow rate region accordance controller determined distributed flow rate display brought acquired near linear curve geothermal gradient reservoir', 'reservoir demonstrate equilibrium presence gas selectively low vertical permeability crossflow upper colder gas travel displace warmer lighter gas lower possible reservoir anomalous case drilling crossflow production movement change drawdown', 'drawdown reservoir additional drop arise friction drop gravity turbulence kinetic energy consideration model effects provided complexity fairly rapid nodal analysis sophisticated computational fluid dynamics computation drawdown reservoir', 'reservoir sophistication simulator reservoir provided transient true equilibrium formulation change given zone perturbation operation valve fact reservoir change undergo change case ideal gas true real water ratio change change coefficient typical', 'typical reservoir configuration coefficient gas positive decrease decrease joule water hydrocarbon negative typically vary empirical determined determined coefficient mixture coefficient mixture need simply weighted average individual measuring', 'measuring possible make fluid distinguish gas water oil water wellhead reservoir relatively slowly meaning wellhead induce drawdown effect wellhead transient equilibrium known possible derive flow rate unfortunately difficult determine equilibrium', 'relatively long time reach change fluid wellhead time equilibrium consider multiple decay equilibrium apply similar algorithm essentially decomposition signal complex regularly j n written j fi damped complex e j summation complex homogeneous', 'solution linear difference difference exist key difference related polynomial lead solve matrix p note generalized matrix inverse p finding p numerically polynomial l p j th root polynomial equal e f n linear solve b unique possible generalized', 'matrix inverse case wellhead piecewise constant convolution approach employed small variation additional exponential change combination overall transient convolution computable known industry technique singular value decomposition singular valve', 'valve transient spectroscopy capacitance review scientific instrumentation vol issue al contents incorporated key effective time constant derived waiting equilibrium change distributed nature local sink flow rate determined controller controller', 'matching measured combined model near exemplary model air k f p c k water k f p c k oil k f c p c matching transient distributed flow rate additional generally data linear approximation data fit linear approximation data coefficient fluid completion', 'dominant factor linear approximation complication previously known reasonable assume vary slowly tubing tubing lithology exterior completion significantly coefficient assumed change insufficient degree multiplicity controller simultaneously', 'determine heat transfer flow multiplicity transient induced wellhead valve accordance similar design similar denote similar unlike flow control distributed production string production string controller flow rate change induce distributed transient', 'transient entire disposed passive inflow control flow measurement downstream fluid entry distributed flow rate determined equilibrium additional information available equilibrium manner controller apply measured equilibrium forward modeling package', 'package optimal reservoir match synthetic data measured data heat transfer coefficient parallel sum individual fluid movement interior exterior tubing cement sheath gravel exterior tubing heat flow computation important turbulent flow inside tubing', 'tubing case conversion straightforward heat transfer coefficient h nu k thermal conductivity hydraulic diameter nu hydraulic diameter smooth cylinder equal measured diameter complicated duct hydraulic diameter nu related nu n n coefficient wall', 'wall hotter hotter fluid viscosity v mass flow rate c p c p heat capacity constant correlation l l tube diameter f friction factor tubing flow tube correlation valid broad applicability hydrocarbon modeling friction factor moody diagram note', 'note derivation flow rate nonlinear friction factor dependent nonlinear standard summarize controller perform technique distributed flow rate accordance pursuant technique controller transient phenomenon pursuant block controller wellhead valve flow', 'flow control controller characteristic time transient pursuant block controller block time derive heat transfer block convective conductive heat heat transfer controller block determine block mass flow rate virtual flowmeter accordance combination', 'distributed surface modeling package flow control flow control change flow change flow change distributed transient entire passive inflow control flow measurement downstream fluid entry additional information available equilibrium traditional', 'applicable interpretation iteration forward modeling package optimal reservoir matching synthetic data measured actual data data combined inversion standard flow exterior string annulus string reservoir scenario heat transfer inside outside string', 'string flow reading completion surface area desired maximum sensitivity flow discrete production reservoir scenario appropriate consider conductive case fluid oil water reservoir integration reservoir modeling code optimal ways forward scenario', 'scenario important consider manner unrelated flow paraffin deposition vicinity case taking multiplicity resolve uncertainty toe heel stabilize inversion loss roughly proportional square fluid velocity flow relationship change change indicative fluid', 'fluid type water cut knowledge water cut refine empirical benefit appreciate therefrom cover fall true spirit']	52	[3, -1, 3, -1, 3, -1, -1, 3, 4, 3, -1, 4, 3, 4, 4, -1, -1, -1, 4, 4, -1, -1, -1, 20, 4, -1, -1, -1, 3, 1, -1, -1, -1, -1, -1, -1, -1, 3, -1, -1, -1, -1, -1, 1, -1, -1, 3, -1, -1, -1, -1, -1]	['data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control']	[0.03616674578458849, 0.0030175940735719083, 0.030989562667048075, 0.03723653938055674, 0.005995705730501514, 0.0012026668912634942, 0.0028730392071399415, 0.008108255514937992, 0.004355184539117904, 0.0032910243929226406, 0.0030204219748896205, 0.0015722800202946016, 0.001352559537956159, 0.002071473059281073, 0.0018480746675810544, 0.0024752276416121597, 0.002699587141032379, 0.001614354398177583, 0.004553759292152956, 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0.22073366 ... 0.40147367 -0.56041634 0.33721533]	['20_computer_media_network_processor', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '3_data_unlabeled_formation_production', '4_fiber_optical_optic_sensor']	node curve response surface processor water sand information flow depth user gate code acid selected composition string observation slurry network block sensor aqueous data drilling storage cable light probe pump gravel drill acoustic control parameter screen computer decision multiphase spectral ultraviolet strain polymer model gel fiber return test connected learning cleavable production communicate equipment length reservoir distributed score module infrared radiation architecture fluid measurement immersion optic perform size casing sampling time fitting apparatus article amide note surfactant conditioner exemplary share media additional unlabeled program chloride independently analysis viscosity pack metal optical formation	interferometer optic data drilling mineral server sampling cable fiber bentonite configuration rock processor controller drill acoustic calcium prediction computer hydrocarbon crystallization silica seismic tubing chloride analysis comparator spectrometry borehole geophone viscosity geologic hydraulic spectral recorder memory acid matrix oil fluid radiation optical thermoplastic hardware cement technology projection sensor interface	data drilling casing perform storage sampling model cable polymer article surfactant conditioner exemplary fiber media test gravel learning additional acoustic unlabeled parameter sand flow computer equipment depth chloride reservoir independently gate viscosity score spectral acid infrared radiation composition fluid string optical ultraviolet strain architecture metal slurry network formation	optic aqueous data drilling perform storage model time cable article curve surfactant conditioner light fiber share response media test probe gravel surface processor connected cleavable drill production water unlabeled screen information computer length reservoir analysis spectral acid module radiation composition fluid optical slurry network sensor formation	['Computer Network Analysis Module for Independent Data Communication', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid']
'EP2569511A1'	'Passive monitoring system for a liquid flow'	['E21B47/11']	['Locating fluid leaks, intrusions or movements using tracers; using radioactivity']	2011-04-21T13:00:00Z	['Gary L. Rytlewski', 'Nitin Y. Vaidya']	['Gemalto Terminals Ltd', 'Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Prad Research and Development Ltd']	['passive liquid flow proximate region liquid flow region determined detection exposed liquid flow monitor liquid flow hydrocarbon deploy proximate region surface soluble liquid detection surface detect response exposure flow liquid region maintain', 'maintain flow liquid exposed flow liquid undissolved apply force undissolved end maintain undissolved end flow liquid substantially uniformly undissolved undissolved end liquid pathway adjustable completion control communication adjustable', 'completion selectively restrict flow liquid liquid pathway detection deploy proximate region soluble liquid control communication selectively restrict flow liquid region region rate release relative liquid water polymer metal liquid flow passive', 'passive region passive liquid soluble passive liquid flow region liquid flow detection undissolved passive liquid flow pathway region liquid soluble liquid flow liquid flow pathway rate release liquid flow pathway adjustable inflow port liquid flow', 'flow communicating control signal adjust adjustable inflow port liquid water flow water region release water flow response detection flow water region water flow flow water detection release solubility release water flow flow water water flow', 'flow undissolved end undissolved end release undissolved end water flow flow water release force undissolved end water flow maintain undissolved end flow water water soluble rate flow location flow region passive liquid strip formed solubility', 'liquid undissolved strip identifier strip exert force undissolved end strip maintain undissolved end liquid flow pathway identifier position undissolved strip liquid water polymer metal substantially uniformly undissolved strip strip passive liquid', 'liquid flow related document priority serial incorporated technical field generally liquid flow particularly water production background suffer inflow water time production life water produced initially removed reservoir subsurface water enter', 'enter migrate high permeability time left uncontrolled water dissolve channel earth formation leading production water eventually additional hydrostatic head water reduce wellhead resulting premature termination ability produce detrimental effects', 'effects water production intelligent completion monitor control inflow water reduce water produced intelligent completion generally electronic monitor water inflow transmit data surface fiber optic cable water produced liquid surface electronic', 'valuable information identify water location information control intelligent completion adjust completion manner water total volume produced brief denote illustrate meant limit exemplary passive liquid flow accordance view liquid flow accordance', 'exemplary detection accordance flow chart exemplary liquid flow technique accordance possible specification connect connection connected connection mean direct connection connection term mean upper lower upwardly downwardly upstream downstream', 'relative given point clearly intelligent completion generally electronic mechanical monitor flow control production quantity complexity electrical mechanical costly given harsh environment reliability electronic mechanical diminish time reducing', 'reducing ability monitor effectively control water inflow later life unfortunately water inflow generally occur early life intelligent completion electronic detect water production highest level reliability level value information later life', 'life intelligent completion benefit information control water production level reliability productivity water production complex costly reliability known intelligent completion rely electronic exemplary water production passive manner rely active', 'active electronics detect water inflow transmit surface data indicative sensed exemplary passive water inflow completion surface surrounding earth formation reservoir horizontal vertical isolated seen horizontally formation water reservoir liquid', 'liquid flow zone ported respective completion variable adjustable entering production tubing control data transmission line fiber optic cable control line surface station control status data completion control variable transmission line reduce water', 'water produced zone turning view completion illustration exemplary passive water production vicinity production zone liquid production hydrocarbon water zone ported adjustable valve passive memory radio frequency identification soluble water soluble', 'soluble passive water elongate strip depending environment location regardless environment response exposure water flow stream release subsequent detection surface indication water flow presence location rate water flow multiple release information', 'zone water information derived release reduce water produced valve surface station control generate control communicate control line control generate appropriate control response water flow derived detection passive proximate water enter attached', 'attached tubing time tubing strip annular outside production tubing strip flow stream entering tubing valve similar proximate reservoir deployment location length strip extend substantially entire distance distance adjacent release strip strip flow', 'flow water time exemplary end strip exposed flow pathway valve end strip force opposing end strip undissolved flow stream entering pathway force provided spring resilient piston strip pathway flow stream lower tubing annular strip generally', 'generally differential flow restriction choke valve regardless configuration passive dissolving release length strip generally determine life passive particularly inflow water entering tubing port exposed end strip strip force applied strip exposed', 'exposed end strip liquid flow stream entering tubing valve liquid stream strip travel production tubing surface surface detection surface station identifier antenna interrogation signal surface detection extract identifier received read surface', 'surface identifier determine water production location water flow flow rate relative water produced water production proximate zone identifier unique water detection addition substantially uniform manner length density substantially rate liquid flow', 'flow zone zone water relative determined frequency detection information generate control position reduce water total volume produced information position strip strip sequentially subset end strip inflow port valve highest subset end strip furthest', 'furthest inflow port sequential manner indication length life strip provided type suitable liquid soluble wholly soluble sufficiently liquid environment release liquid flow stream release fine tuned solubility soluble water soluble oil gas', 'oil gas solubility highly soluble water substantially soluble degree solubility release occur indication passive functional rate dissolution water substantially water relative release frequently solubility dissolution environment suitable liquid', 'liquid soluble soluble acid soluble peek soluble calcium gallium indium tin antimony manganese tungsten molybdenum chromium germanium silicon selenium tellurium polonium arsenic phosphorus boron carbon carbon foregoing liquid soluble publication', 'solubility chemically desired achieve release presence liquid flow stream peek polymer sulfonic acid solubility peek increasing degree sulfonation sulfonation peek h peek soluble water c similarly solubility blending soluble polyvinyl alcohol', 'alcohol suitable adjust solubility release manner information liquid flow stream region flow chart exemplary technique liquid flow stream liquid region block identifier unique identifier unique subset release respective manner response presence', 'presence liquid flow stream location detection block liquid flow location liquid flow stream rate flow highest rate liquid flow determined extracted block life determined extracted liquid flow response determined block technique execute code', 'code tangible storage medium memory durable storage additional foregoing water production monitor water injection foregoing context hydrocarbon production liquid flow desired disclosed benefit appreciate therefrom cover fall true spirit']	33	[0, 0, -1, 0, 0, 0, 0, -1, -1, -1, 0, -1, 7, 0, -1, 0, 0, -1, 0, 0, -1, -1, 0, -1, 0, -1, -1, 1, 1, 1, 3, 3, -1]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control']	[1.0, 4.683495712015166e-307, 1.2498022855663783e-306, 1.0528538535792008e-306, 2.6642347011121853e-307, 7.191821305424381e-308, 9.430352939598037e-308, 3.3853725964559828e-307, 1.1134075348891092e-307, 1.4769696719892596e-307, 1.4525058488862831e-307, 1.1148330700297843e-307, 7.008725252571754e-308, 1.0256428681304427e-307, 6.860328400434389e-308, 2.940755184236822e-307, 9.897797484756404e-308, 1.096857001692722e-307, 1.9777456971270152e-307, 1.1450980355208916e-307, 7.805306315416004e-308, 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-0.05452585965394974, 0.08640140295028687, -0.8016328811645508, 0.15666727721691132]	[-0.9096823 -0.4931729 0.40139246 ... 0.45465076 -0.71115106 0.02554641]	['7_bound_lower_multiplex_variation', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	coarse curve port surface prolongation bound sleeve basis water sand information flow operation perturbation depth given user drive acid selected composition string observation slurry block aqueous data drilling original operable pump gravel drill torque control parameter screen reduced decision approximately piston spectral valve multiplex sat running polymer model vibration eccentric gel return test variation learning rotary cleavable dry production equipment reservoir score lower module fluid casing size bit sampling time fitting apparatus amide surfactant conditioner controller unlabeled solution speed chloride mud viscosity pack position metal outlet formation	drilling data mineral sampling pipe solver bentonite reduce pump variation rock prolongation drill calcium prediction hydrocarbon reduced crystallization silica seismic tubing reduction chloride slide minimization analysis approximate borehole viscosity spectrometry comparator hydraulic geologic piston spectral valve brief acid cavity reducing oil fluid matrix cement projection	drilling casing polymer data original model sampling eccentric vibration surfactant conditioner operable test pump port gravel learning rotary controller prolongation dry torque unlabeled parameter sand flow reduced equipment depth speed chloride mud reservoir viscosity score spectral multiplex acid composition string metal fluid slurry sat running formation	aqueous drilling data coarse model time eccentric vibration curve surfactant conditioner operable test pump variation gravel surface cleavable drill dry bound production water unlabeled screen information operation perturbation speed reservoir spectral lower multiplex acid position module composition string fluid outlet slurry formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation']
'EP2443308A2'	'Drum load monitoring'	['B66D1/58', 'G01L5/10', 'E21B19/02', 'G01B21/02', 'G01L5/04']	['Safety gear responsive to excess of load', 'Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes for measuring tension in flexible members, e.g. ropes, cables, wires, threads, belts or bands using electrical means', 'Rod or cable suspensions', 'Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant for measuring length, width, or thickness', 'Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes for measuring tension in flexible members, e.g. ropes, cables, wires, threads, belts or bands']	2010-06-17T13:00:00Z	['Dominic Brady']	['Gemalto Terminals Ltd', 'Schlumberger Technology Corp', 'Schlumberger Technology BV', 'Schlumberger Holdings Ltd', 'Services Petroliers Schlumberger SA', 'Prad Research and Development Ltd']	['load drum operation access line drum multiple line detection information relative dynamic lone course operation processor information light information relative physical line drum result load drum operation avoid loading drum additionally drum load', 'drum load history better account true condition drum successive load drum line length detection mechanism line drum detect length line relative drum line tension detection mechanism line detect tension line processor drum line characteristic data', 'data thereon line detection obtain line length line tension data therefrom processor run computation data line data drum characteristic data drum drum architecture drum drum history line characteristic data line drum tension profile line diameter', 'diameter line stretch profile line line history line tension detection mechanism strain gauge detector equipment end access line line tension detection mechanism incorporated line length detection mechanism equipment drum core accommodate line', 'line flange retaining line core load vertical directed core horizontal directed flange computation dimensionally representation equipment drum adjacent access line drum equipment line length detection mechanism access line meter line tension', 'tension detection mechanism access line monitor tension processor drum line characteristic data thereon acquire information relative tension processor run computation loaded characteristic data acquired information load drum access line cable', 'cable equipment logging access line character load drum accommodating line access drum line information processor information indicative physical drum line line line information line information indicative dynamic line processor compute load drum', 'load drum information acquired information dynamic line length tension rate load halting load excess load drum drum access line load drum load history information processor relative physical drum access line dynamic information relative line load', 'line load information dynamic information record load drum association record load history memory attached drum drum load field relate drum access line thereon access line additionally drum equipment directed keeping track load drum given operation', 'operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'proper health great importance industry access generally provided access line drum positioned host equipment near piece equipment drum accommodating access line access line generally cable secure end alternatively drum reel coiled tubing line', 'line capable fluid therethrough case coiled tubing line threaded injector arm conventional mast regardless thousand line ultimately drum access variety maintenance unfortunately thousand line wrapped drum toll drum drum subjected load line simply', 'simply line wrapped additionally course access tension line increase load drum particularly case drum directed winch pull line direction conclusion operation line face impede movement architecture regardless load drum increase tension line quite', 'quite significant access generally withstand significant load cumulative effects high tension resulting high load noted lead drum leave drum ineffective proper access drum particularly susceptible nature junction core line wrapped sides help retain', 'retain line position core unfortunately ineffective manner drum cost excess frequency drum replacement access risen sharply likely continue rising result sophisticated common hydrocarbon recovery industry regularly employed require greater line', 'line access line exceed naturally greater load drum outset line additionally highly tortuous common result tension line drum added friction fluid resistance accompany complicated architecture life expectancy conventional drum regularly employed high', 'high tension significantly reduced minimize load drum given access operation effort employ tension load profile established advance operation case particularly tortuous retrieval line proceed manner rounding bend predictable profile retrieval', 'retrieval account line equipment bend unfortunately lead increase tension line built load profile tension line matter unexpected load profile account unknown unexpected result differential sticking advance warning available remains absence drum load', 'drum load address issue mechanical prospect directly load rotating drum additionally drum make operation spite potentially load remain lack direct drum load information reliable load history drum result risk catastrophic event operation drum likely', 'likely given irrespective actual structural condition load drum provided line mechanism line drum processor drum data thereon line mechanism allow running drum load drum data line data load drum provided drum accommodate line access drum information', 'indicative physical drum processor line positioned line information indicative physical line acquired additionally processor employed dynamically compute load drum available line drum information brief enlarged view drum load overview drum load', 'drum load positioned access line operation schematic representation drum load information establish drum load b drum load access operation chart variation load tension access line directed drum course access operation b c drum revealing site', 'site distribution load chart drum history total load course successive access access logging operation variety access employ drum load regardless line detection line length tension processor drum data thereon drum load enlarged view overview', 'overview positioned positioned specifically access line logging thereto logging variety proceed noted noted line drum deployment equipment deployment equipment skid accommodating drum additionally line tension detection mechanism line length', 'length detection mechanism depth wheel provided situated interface access line coupling processor tension length information relative line processor determine load drum operation technique load drum length detection mechanism meter line operation', 'operation logging operation similarly tension detection mechanism strain gauge detect tension line operation brief added directly interface line pass line information processor turn processor drum line character information light acquired line', 'line information ultimately reveal drum load course operation tension detection mechanism positioned near drum serve approximate tension drum line significant precision tension detection mechanism incorporated length detection mechanism', 'mechanism alternatively logging head line sensor serve tension detection mechanism tension measured multiple location capstan surface case tension detection mechanism directly couple line detect tension simultaneously communicatively processor', 'processor communicative coupling wireless logging equipment logging operation equipment thousand formation character load drum retrieval line additionally logging diagnostic ejector saturation obtain water flow information additionally implement', 'implement provided spinner measure fluid velocity context overview logging place relative access line directed drum rig advanced specifically line strung lower upper threaded control equipment positioned view tortuous nature vertically formation', 'formation control equipment surface vertical extend thousand reaching bend point extend horizontal manner architecture load logging equipment line concern equipment eventually depth challenge drum load tortuous nature concern particularly comes', 'comes equipment bend concern advanced past bend aid tractor drum load mind establish load drum manner sole reliance preset load tension profile equipment logging conjunction therewith equipment information continuously fed information relate tension', 'tension line acquired tension detection mechanism position depth line acquired length detection mechanism given drum line information processor load drum established times operation drum load information available evasive corrective action place', 'place approaching drum load threshold maximum bending momentum depending type drum employed load threshold established load threshold maximum bending momentum junction maximum core force detection load equal greater load threshold drum result', 'result shutting advancement equipment prone occur bend certainty precise location bend employed make determination direct degree reliability previously unavailable operator load tension profile date accurate schematic representation drum load', 'drum load processor employed run computational analysis analysis information processor line loaded drum tension profile line diameter stretch profile history prior usage line similarly additionally type drum architecture history operation', 'operation information regarding line length tension fed processor operation noted information hand processor employ conventional algorithmic establish load drum operation load determination established operation allow operation altogether response', 'response determination drum load exceeding load threshold determination load specifically relationship load relative physical morphology drum b c load particularly impacted drum established b overview drum load access line wound drum drum', 'drum drum information processor drum load noted additional information related line processor access line wound drum tension profile access line information maximum drum drum line information drum positioned line operation equipment time line drawn', 'drawn drum tension length drum load data fed processor outset line result load drum information available relative drum line processor able establish drum load dynamic line length tension data acquired drum load line noted load drum load threshold', 'threshold drum line altogether likely occur retrieval line operation equipment equipment bend drum load arise time deployment equipment unexpected arise prone increase load drum slow rate line equipment noted halt operation altogether noted halting', 'halting subsequent fishing prudent costly loss drum excessive load thereon addition drum load noted processor additional result information available processor employed track line drum center wrap regarding tension loss factor ultimately dimensional', 'load drum established load reveal relative core drum b c chart variation load drum course operation load result tension access line drum drum rated reliably operate load threshold keeping load drum load threshold help avoid drum damage brief added b', 'added b c load drum operation visually dimensionally chart left line disposed similar notice minimal line drum length far left point load drum little chart right drum employed retrieve access line increase line drum length added retrieval line', 'line continue equipment bend point load drum spike bit noted increase load retrieval speed line equipment right time prevent load drum spiking load threshold case remainder line vertical section point line drum steadily load thereon steadily b c', 'b c view drum map site distribution load resulting operation specifically load core vertical horizontal greater arrow notice horizontal core generally successive wrap line thereabove core flange graphically operator matter user friendliness operator', 'operator able monitor load drum given moment operation b reveal dimensional core dimensional rendering fully distributed core b map couple noteworthy irrespective load drum subjected core horizontal generally consistent vertical proceed load', 'load employed minimize vertical horizontal equipment bend b fairly precise depiction dimensional location provided drum line wrapping left junction relative core informative account load provided accounting load informative time accurate reflection', 'condition drum life chart drum history total load course access drum initially provided free access line total load drum line given tension profile loaded drum sent operation site load operation line deployment initially reduce load subsequent', 'retrieval line likely increase load similarly subsequent deployment line later reduce load noted retrieval line likely increase load subsequent tortuous retrieval line impart greater load drum load history available operator able make informed', 'informed utilize given previously drum given operation conventional cumulative history given drum brought review data cumulative history given drum memory best seen attached drum sort nonvolatile memory flash memory memory communication', 'communicatively processor communicative coupling wireless memory source information memory processor odds reduced costly drum accidentally previously drum addition maximum drum withstand logging drum able retire drum reaching limit hereinabove', 'establishment drum load profile actual opposed unexpected future actual drum load reliable manner mechanical relative rotating drum load roughly dimensional manner relative drum preceding presently technology pertain appreciate operation', 'operation meaningfully opposed coiled tubing serve access line load foregoing read pertaining precise read consistent']	54	[-1, 24, 24, 24, 24, 24, 24, -1, 24, 46, -1, -1, -1, -1, 46, -1, 7, -1, -1, 24, 24, 24, 24, -1, 24, -1, 24, 43, -1, 0, -1, -1, 24, 24, -1, 24, -1, 24, 24, 24, -1, 0, 24, 24, -1, 24, -1, -1, -1, -1, 24, -1, 24, -1]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'difficult consuming pipe damping typically failure subsea flexible impossible hydrocarbon drilling exploring offshore complicated costly complex recovery drum hazardous installation', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'gun response curve firing measured transmitter approximate processor location sensor remedial function surface shot generating running fired perforation tension determined', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drum line load tension detection access mechanism processor length information operation threshold history thereon profile relative core characteristic given chart', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control']	[0.0561100537257546, 0.0024513823933023635, 0.023072845007768163, 0.01694119464341857, 0.0029445077680203954, 0.000940384207898721, 0.0016745551933724748, 0.005552950267939883, 0.0015414336936390891, 0.0022575228271958926, 0.0025977510590002037, 0.0013961045878670773, 0.0006871433888490036, 0.0015986834928925957, 0.0011623743298565413, 0.0032109246848812376, 0.0017878236538454017, 0.0008436969446440656, 0.0018171834897686638, 0.0019147271986177578, 0.0013559390126742887, 0.002105837433132569, 0.002605949074109579, 0.0013901366597531325, 0.004494384753725944, 0.0019689388831421453, 0.004012709113574833, 0.0017707364282165982, 0.0014815959117954268, 0.0019557138370618595, 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0.08464626967906952, -0.9532119035720825, 0.6302849054336548, 1.0454202890396118, 0.4690181612968445, 0.12047079205513, -0.3538883328437805, -0.15637123584747314, -0.3035286068916321, -0.29470154643058777, -0.5117601156234741, -0.06544298678636551, -0.47533875703811646, 0.10992365330457687, -0.06499072909355164, 0.05420834943652153, 0.09768091887235641, 0.02576996386051178, 0.4006222188472748, -0.22454513609409332, -0.5456223487854004]	[-0.23457293 0.37148282 0.5844899 ... 0.29718018 0.5094788 -0.14455529]	['46_difficult_consuming_pipe_damping', '7_bound_lower_multiplex_variation', '24_drum_line_load_tension', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '43_gun_response_curve_firing']	line coarse location curve response exploring port surface prolongation processor bound sleeve mechanism basis information failure hydrocarbon flow operation perturbation depth given approximate drive generating string shot difficult block sensor history drilling data original subsea pipe operable pump determined drill torque control reduced firing complicated typically approximately chart piston valve multiplex profile offshore sat characteristic running recovery costly model vibration eccentric hazardous drum variation installation learning rotary dry remedial production equipment length transmitter measured reservoir damping threshold lower consuming core impossible fluid tension casing relative bit time complex gun detection controller load access solution speed mud perforation position thereon function fired outlet flexible formation	drilling precision costly meter pipe explosive solver hazardous loaded drum reduce detection gun variation wired expensive pump rock processor prolongation drill huge hydrocarbon harsh reduced seismic tubing reduction measured firing complicated incorporated minimization slide approximate borehole geologic hydraulic chart piston junction brief valve telemetry cavity fired reducing oil architecture shot cement sensor	drilling casing costly relative original model subsea vibration eccentric operable drum gun detection pump port learning processor prolongation rotary dry controller torque remedial failure flow hydrocarbon reduced equipment length formation transmitter depth speed mud reservoir damping chart multiplex profile core function fired string tension flexible shot offshore sat sensor running history recovery	line data drilling coarse location model time subsea pipe vibration eccentric curve operable drum gun detection response variation pump surface processor drill dry load bound mechanism remedial information failure hydrocarbon operation access length perturbation transmitter measured speed complicated reservoir approximate lower multiplex position impossible fluid string outlet tension flexible offshore difficult sensor formation	['Challenges in Offshore Hydrocarbon Drilling and Recovery Operations', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Drum Load and Tension Detection Mechanism for Line Processor Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Generating Measured Response Curve with Firing Gun Transmitter']	['operation drum history keeping track load relative drum successive background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive tremendous emphasis access hydrocarbon recovery industry access condition proper', 'likely given irrespective actual structural condition load drum provided line mechanism line drum processor drum data thereon line mechanism allow running drum load drum data line data load drum provided drum accommodate line access drum information', 'drawn drum tension length drum load data fed processor outset line result load drum information available relative drum line processor able establish drum load dynamic line length tension data acquired drum load line noted load drum load threshold', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'drum drum information processor drum load noted additional information related line processor access line wound drum tension profile access line information maximum drum drum line information drum positioned line operation equipment time line drawn', 'make difficult impossible obtain reliable performance drilling addition huge torque axial common drilling rubber damping difficult propose sub fluid filling narrow gap damping mechanism e e drilling vibration control r viscosity fluid regulated', 'operate fluid date received vibration background exploring drilling hydrocarbon generally complicated time consuming ultimately expensive result largely recovery focus drilling unique architecture quite large scale development carried positive', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'surface location disclosed processor memory medium executed processor perform generating measured response curve response measured sensor response firing gun function measured response curve determined approximate curve function brief briefly noted', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'curve data surface location running gun sensor processor transmitter firing gun generating response measuring response sensor generating processor measured response curve response processor approximate measured response curve generating processor', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'error measured response curve approximate curve gun transmitter memory media executed perform generating measured response curve response measured sensor response firing gun approximate measured response curve generating approximate curve measured']
'WO2013142854A1'	'Quantitative analysis of time-lapse seismic data'	['G01V1/308', 'G01V1/282', 'G01V1/28', 'G01V1/30', 'G01V2210/74']	['Time lapse or 4D effects, e.g. production related effects to the formation', 'Application of seismic models, synthetic seismograms', 'Processing seismic data, e.g. analysis, for interpretation, for correction', 'Analysis', 'Visualisation of seismic data']	2013-03-25T13:00:00Z	['Carlos Eduardo Borges De Salles ABREU', 'Jorge Aurelio Santa Cruz Pastor', 'Rodrigo PORTUGAL', 'Marcelo FRYDMAN']	['No data available']	['quantitative analysis seismic data reservoir compressional shear seismic inversion analysis rock physics model property reservoir calculating transform function rock physics model transform function compressional shear saturation pore calculating', 'transform grid domain transformation transform function cloud seismic inversion analysis transform grid cloud transform grid estimate reservoir reservoir quantitative analysis seismic data reservoir compressional shear seismic inversion analysis', 'analysis rock physics model property reservoir calculating transform function rock physics model transform function compressional shear saturation pore calculating transform grid domain transformation transform function cloud seismic inversion', 'inversion analysis transform grid cloud transform grid estimate reservoir reservoir calculating transform grid calculating inverse transform function expansion saturation pore calculating transform function vertical effective stress reservoir given', 'given pore total vertical stress vertical effective stress calculating transform function compressional shear reservoir compaction density compressional velocity shear velocity porosity rock physics model injection rock physics model change gas', 'gas saturation change water saturation quantitative analysis seismic data reservoir computer processor data repository store compressional shear quantitative analysis engine computer processor perform seismic inversion analysis obtain compressional', 'shear store compressional shear data repository quantitative analysis engine rock physics modeler select rock physics model property reservoir calculate transform function rock physics model transform function compressional shear saturation pore', 'pore quantitative analysis engine domain transformation module calculate transform grid domain transformation transform function obtain cloud seismic inversion analysis transform grid overlay cloud transform grid estimate reservoir reservoir domain', 'domain transformation module calculate transform grid calculating inverse transform function expansion saturation pore rock physics modeler calculate transform function vertical effective stress reservoir given pore total vertical stress vertical', 'vertical effective stress rock physics modeler calculate transform function compressional shear reservoir compaction density compressional velocity shear velocity porosity rock physics model injection rock physics model change gas saturation change', 'change water saturation computer program product computer readable program code quantitative analysis seismic data background geophysical surveying drilling logging completion production locate gather valuable acquisition seismic resistivity', 'generate underground determine presence subterranean assets valuable determine suitable subterranean assets oil document operation interchangeably field field operation refer site valuable refer surface term field operation field operation field', 'field related field drilling completion production general quantitative analysis seismic data reservoir compressional shear seismic inversion analysis rock physics model property reservoir calculating computer processor transform function rock', 'rock physics model transform function compressional shear saturation pore calculating computer processor transform grid domain transformation transform function cloud seismic inversion analysis cloud transform grid estimate reservoir reservoir', 'reservoir general quantitative analysis seismic data reservoir computer processor data repository store compressional shear quantitative analysis engine computer processor perform seismic inversion analysis obtain compressional shear store', 'store compressional shear data repository quantitative analysis engine rock physics modeler select rock physics model property reservoir calculate transform function rock physics model transform function compressional shear saturation pore', 'pore quantitative analysis engine domain transformation module calculate transform grid domain transformation transform function obtain cloud seismic inversion analysis overlay cloud transform grid estimate reservoir reservoir general non transitory', 'storage medium quantitative analysis seismic data reservoir functionality obtain compressional shear seismic inversion analysis select rock physics model property reservoir calculate transform function rock physics model transform function', 'function compressional shear saturation pore calculate transform grid domain transformation transform function obtain cloud seismic inversion analysis overlay cloud transform grid estimate reservoir reservoir brief schematic diagram accordance b', 'b data flow accordance graph pore accordance domain transformation regular grid grid accordance estimation grid interpolation u v accordance transform grid domain overlaid point cloud accordance accordance compressional shear saturation pore', 'pore reservoir accordance computer accordance consistency disclosed matter avoid unnecessarily general quantitative analysis seismic data specifically compressional shear calculated seismic data seismic inversion rock physics model chosen reservoir', 'reservoir injection transformation function calculated selected rock physics model transform grid calculated transforming regular grid domain domain lastly domain inversion estimate reservoir accordance quantitative analysis engine rock physics', 'physics modeler domain transformation module data repository server personal computer personal digital assistant telephone mobile phone kiosk cable box separate connected network wide area network wan local area network lan wired wireless', 'wireless quantitative analysis engine running rock physics modeler domain transformation module quantitative analysis engine analyze amplitude variation quantitative manner analysis transforming measured variation elastic variation reservoir', 'reservoir quantitative analysis engine elastic model vertical effective stress information produce dynamic model predict variation fluid saturation variation elastic quantitative analysis engine perform quantitative analysis development rock physics', 'physics model b domain transformation inverted seismic data rock physics model b major quantitative interpretation seismic data quantification stress effects seismic rock physics analysis link quantification stress effects seismic b rock physics', 'physics modeler functionality estimate variation pore water gas saturation function compressional shear vector function g c c functional relationship g g g simplification solve independent rock physics modeler perform gas saturation water saturation', 'convenient model water injection main mechanism help gas oil water rock physics model rock physics modeler functionality select oil water rock physics model oil water rock physics model consistent water injection mechanism gas production rock', 'rock physics modeler automatically select oil water rock physics model seismic data insignificant gas production selection water injection mechanism rock physics modeler produce estimation pore identify washout oil water rock physics model', 'model mathematically oil water rock physics model change gas saturation meaning simplified rock physics modeler development rock physics model functionality establish inverse transform vector function f account variation pore water saturation', 'produce compressional shear mathematically function nonlinear f f invertible g function f g f difficult check f invertible positive case difficult compute problem domain transformation module section fundamental rock physics modeling effect oil gas', 'oil gas water seismic signal represent velocity effective stress factor stress result production injection stress result seismic laboratory core link laboratory core hydrostatic actual stress path reservoir rock physics modeler functionality', 'consider effect effective stress seismic mechanical response elastic porous medium stress pore effective stress theory effective stress macroscopic static concept microscopic force balance rock physics modeler represent relationship total stress', 'stress pore effective stress coefficient rock physics modeler make assumption l rock physics modeler functionality compute vertical stress formation density pore measured reservoir rock physics modeler obtain formation density core density', 'density alternative pore initial pore consistent equivalent hydrostatic rock physics modeler missing poor log quality formation built locally specifically x x x x x x reservoir psi total vertical stress psi true vertical depth water depth air gap', 'air gap note quantity measured depth given vertical effective stress given main independent quantity reservoir physical density compressional shear porosity compaction considered empirical rock physics model derive reservoir function vertical', 'vertical effective stress model direct measurement available area follow actual stress path reservoir specifically given x ex x v x x x x specifically data rock physics modeler functionality calculate bulk modulus k dry shear modulus r given k dry p', 'k dry p dry v p g dry dry rock physics modeler functionality define vector function f definition vector function f variation elastic function variation reservoir let input data define p p f p p p given define w compute f v f p p f v f given compute', 'compute p dry v p dry v dry compute k dry g dry compute k sat g sat compute v p sat v sat l subscript dry sat compute v p sat v v sat v v domain inversion rock physics modeler function f variation saturation pore variation compressional shear domain', 'domain transformation module function g inverse transformation f invertible g function f g f hard check nonlinear vector function invertible locally open matrix nonsingular inside f locally invertible hard impossible algebraically compute analytic', 'analytic inverse g solve problem domain transformation module numerically f domain transformation expansion domain transformation domain transformation module functionality domain transformation construction grid range range compute pair function f', 'f built algorithm range construction grid depend reservoir differ given domain transformation module produce transformation regular grid domain domain grid interpolation expansion domain transformation module simplify mathematical derivation utilize', 'utilize auxiliary x u v previous section development rock physics model function u f x f l function g g g domain transformation module functionality apply expansion u v x yielding l x v v n matrix notation g x matrix matrix vector function g g', 'g g vector calculus g f f matrix vector function f u v domain transformation module x given x x point given x x domain transformation module u v matrix f x g numerically f domain transformation module compute estimate u v output data seismic', 'seismic inversion domain transformation module cloud point seismic inversion transform grid rock physics domain transformation module cloud transform grid point reservoir outside transform grid domain theoretical model appropriate correspond induce', 'induce injector compaction x tensile failure gas cap producer numerically assigned value fall transform grid appropriate data repository storage data repository distributed management clustered flat file storage physical storage storage hard disk', 'hard disk drive tape drive redundant array independent raid solid drive memory type storage accordance data repository functionality store seismic inversion data data quantitative analysis data rock physics intermediate data data quantitative', 'analysis data accordance accordance perform quantitative analysis seismic data sequence differ parallel optional considered arrangement box seismic inversion shear box appropriate rock physics model selected rock physics model selected user', 'user quantitative analysis engine quantitative analysis engine user accordance rock physics model gas saturation water saturation appropriate model selected injection mechanism presence gas box transformation function calculated selected rock', 'rock physics model box transform grid transforming regular grid domain domain calculated box cloud seismic inversion analysis box cloud overlaid transform grid estimate reservoir section aid limit analysis seismic data block base reservoir given', 'given respectively repository model specifically selected reservoir parallel previous horizon reservoir sixth horizon reservoir given horizon single selected variation value considered input transform grid selected rock physics model previous', 'previous section current repeated horizon generating current horizon variation saturation pore dont fall transformation grid meaning variation rock physics model variation undefined explaining existence saturation pore help f b result reservoir e f', 'e f result reservoir reservoir water slightly reservoir water saturation progressive decreasing especially region producer circle injector triangle reservoir flooded water entering depletion regime integration geophysics rock physics reliable', 'reliable solution reservoir approach geophysical data inverted avo inversion generate model variation elastic approach complete model combination rock physics model considering saturation effects vertical effective stress pore effects combining', 'combining reservoir management predict saturation locate undrained oil optimize infill flood reduce fault reactivation potential ability predict monitor field behavior management reservoir productivity recovery fluid flow directly seismic data', 'data solely reservoir virtually type computer regardless platform computer memory random access memory ram cache memory flash memory storage hard disk optical drive compact disk drive digital video disk drive flash memory stick processor hardware', 'hardware processor circuit computer input keyboard mouse microphone computer output monitor liquid crystal display plasma display cathode ray tube monitor computer connected network local area network lan wide area network wan type network network', 'network interface connection computer exist input output generally speaking computer minimal input output computer remote location connected network distributed quantitative analysis engine rock physics modeler domain transformation module node', 'node distributed node computer additionally node correspond processor physical memory node correspond processor processor memory computer readable program code perform temporarily permanently computer readable storage medium compact disc tape memory', 'memory computer readable storage benefit appreciate depart disclosed']	60	[2, 2, 2, -1, 2, 2, 2, -1, 2, 2, -1, 2, 2, 2, -1, 2, -1, 2, -1, 25, -1, 2, 6, 2, 2, 2, 2, -1, -1, -1, -1, 2, 2, 2, -1, 2, 2, 7, 7, -1, -1, -1, 2, 25, 2, -1, -1, 2, 2, 2, 3, -1, -1, -1, 2, 14, 6, 2, 14, 16]	['seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.09205461531526722, 0.005825705577036265, 0.5006397094941453, 0.06429590412068628, 0.01324986692963133, 0.003044527389745456, 0.007190035723349756, 0.013834932229588067, 0.0057983966167719425, 0.005454242532142727, 0.011837022990266071, 0.003265724283082308, 0.0025116129245242704, 0.00505463322827739, 0.004532603219760315, 0.0049239568872129075, 0.005303201006195698, 0.003021024187086557, 0.006521406474343966, 0.00697029210018246, 0.005262518926974672, 0.006007292348024261, 0.0066071134981088965, 0.006135801282146483, 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bound readable basis modeling cell information flow operation perturbation depth given sweet removable user switch card local physics mobile display memory selected spirit meaning magnetic string observation disk foregoing network block telephone interface data drilling storage original random interpretation comply appreciate petroleum tetrahedron pump drill acoustic basin control nonvolatile depart parameter equivalent vertices reduced computer quickly decision applicant abstract digital geologic approximately stratigraphic limit iso spectral multiplex domain volume circuit communication understand sat stated running signal volatile interpret model vibration graphics constraining mesh vector test variation bus learning tape dry tetrahedral semiconductor production input area equipment seismic flash reservoir score lower disclosed subterranean module fluid floppy output receiver ram geological casing sampling time fitting apparatus printer conditioner medium inversion media wired rock implicit fault unlabeled access cellular solution speed preceding analysis grid interpolation satellite realize person wireless function reader horizon point formation	geological numerical chips drilling data wirelessly intention sampling practical solver comply mesh reduce petroleum cache tetrahedron exemplify variation wired rock prolongation processor determined drill accelerometer semiconductor router cell prediction login hydrocarbon computer reduced cellular seismic tubing reduction designing calculation inventive minimization analysis comparator approximate borehole spectrometry teaching geologic hydraulic physics interpolation intersect stratigraphic mobile projection spectral brief electronic memory domain geophysical wireless communicating matrix oil reducing fluid subdividing magnetic hardware cement foregoing shale multicore	prolongation readable cell flow depth switch card local physics mobile memory spirit string magnetic foregoing telephone interface drilling data original comply petroleum tetrahedron pump acoustic basin parameter nonvolatile depart computer reduced quickly applicant abstract stratigraphic iso spectral multiplex domain sat running model vibration graphics mesh vector test bus learning dry semiconductor equipment seismic flash reservoir score disclosed subterranean fluid ram receiver geological casing printer sampling conditioner media fault unlabeled speed preceding satellite wireless function reader horizon formation	volatile data drilling coarse storage random model time printer interpret vibration curve conditioner medium mesh appreciate petroleum media test variation pump rock surface drill implicit acoustic fault bound dry production modeling unlabeled depart information area equivalent foregoing operation access seismic perturbation flash abstract digital reservoir grid card switch local geologic mobile stratigraphic display spectral lower multiplex memory spirit wireless function module person reader fluid magnetic volume meaning disk horizon network point block formation interface	['"Wireless Network Interface for Mobile Communication and Graphics Display"', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents", 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', 'Mesh and Block-based Implicit Volume Interpretation and Stratigraphic Property Estimation']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'horizon interpretation information mesh block mesh volume attribute interpolation block implicit iso surface extraction block subdivision block subdividing meshed volume extracted output block volume model meshed volume input block input block mesh', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'mesh block mesh block volume attribute interpolation block implicit function calculation block stratigraphic property block iso surface extraction block iso surface extraction block subdivision block subdividing meshed volume horizon horizon block', 'block given control point definable mesh calculating implicit function implicit implicit function calculation block receive control mesh vertices turn calculate implicit output block given calculated implicit stratigraphic property block extracted', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'WO2010019823A2'	'Determining a status in a wellbore based on acoustic events detected by an optical fiber mechanism'	['G01H9/004', 'E21B47/008', 'E21B47/135', 'G01V1/226', 'G01V1/52']	['Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means using fibre optic sensors', 'Monitoring of down-hole pump systems, e.g. for the detection of "pumped-off" conditions', 'Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency using light waves, e.g. infrared or ultraviolet waves', 'Optoseismic systems', 'Structural details']	2009-08-13T13:00:00Z	['Robert Greenaway']	['No data available']	['equipment optical fiber deployment optical fiber extend location proximity equipment analysis light returned optical fiber affected acoustic equipment determine status l equipment optical fiber deployment optical fiber extend location proximity', 'proximity equipment analysis analyze light returned optical fiber affected acoustic equipment determine status acoustic vibration acoustic acoustic signature light limit determine problem analysis receive feedback regarding operating adjust limit', 'limit response feedback analysis analyze light returned optical fiber real time light light seismic sensor operatively connected optical fiber seismic sensor modify characteristic optical fiber response acoustic characteristic optical fiber strain', 'strain optical fiber moving vibration operation optical fiber enable acoustic equipment acquisition light source light detector light source transmit light optical fiber light detector detect light returned optical fiber condition light optical', 'optical fiber optical fiber equipment optical fiber characteristic response acoustic event equipment signature derived received light signature representative acoustic event information status automatically additional equipment response output', 'output background noise signature background noise light light affected vibration equipment light light affected acoustic equipment light light affected strain optical fiber seismic sensor seismic sensor hydrophone accelerometer computer processor', 'processor executable processor receive light optical fiber optical fiber equipment optical fiber characteristic response acoustic event equipment analyze signature derived received light signature representative acoustic event information status', 'status status acoustic optical fiber mechanism priority august incorporated entirety technical field generally status acoustic optical fiber mechanism background equipment perform desired logging fluid production fluid injection equipment tubing', 'tubing relatively harsh typically equipment positioned wear fail time equipment reduced performance expensive intervention operation typically equipment extracted extract equipment shut repair replacement proceeds shutting fluid production stop', 'stop result reduced revenue perform intervention operation service personnel sent site costly general optical fiber mechanism provided monitor equipment positioned information provided optical fiber mechanism responsive vibration acoustic equipment', 'equipment status equipment alternative brief exemplary arrangement fiber optic cable equipment positioned fiber optic cable provided equipment accordance chart time problem equipment accordance schematic diagram optical fiber mechanism detect', 'detect problem equipment exemplary arrangement fiber optic cable combination seismic sensor equipment accordance block diagram exemplary capable data received fiber optic cable determine problem equipment possible accordance optical fiber mechanism', 'mechanism provided equipment positioned optical fiber mechanism vibration noise equipment equipment moving wear time equipment vibration noise fluid production injection fluid impact particle lead vibration noise detectable optical fiber mechanism', 'mechanism fluid flow stopped problem vibration equipment noise equipment noise induced considered acoustic event accordance vibration signature analysis data collected optical fiber mechanism affected acoustic related equipment vibration signature', 'signature analysis signature data collected optical fiber mechanism signature result wear vibration vibration coherent light source laser source coherent light generate optical probe optical optical fiber response probe optical optical fiber light', 'light returned location source detector positioned near source receive light vibration noise location optical fiber subjected acoustic change refractive index optical fiber change characteristic optical fiber change characteristic light received', 'received detector alternative optical fiber mechanism optical fiber connected seismic sensor seismic sensor hydrophone accelerometer able detect acoustic particle motion operatively connected optical fiber seismic sensor sensitive acoustic vibration', 'vibration noise equipment seismic sensor sensitivity optical fiber locally acoustic wave wave scalar quantity detectable hydrophone particle motion sensor designed measure acceleration converting acoustic optical signal convert wave acceleration', 'change straining optical fiber phase light traveling optical fiber affected seismic sensor exemplary implementation winding section optical fiber compliant cylinder hydrophone strain optical fiber response wave design compliant rubber flexural', 'flexural convert acceleration strain optical fiber attached accelerometer light received detector analysis equipment noise level equipment noise level acceptable implementation analysis light information received detector involve converting incoming', 'incoming time series light frequency domain spectral analysis determine departure acoustic signature time domain wavelet transform determine light noise level outside acceptable exemplary arrangement equipment positioned equipment tubing string', 'string hangar near earth surface tubing string tubing inner bore flow production injection electric submersible pump type pump tubing string attached tubing assist fluid flow produce reservoir surrounding tubing earth surface instead pump provided', 'provided tubing string formed reservoir enable reservoir flow production tubing optical fiber fiber optic cable length tubing string arrangement fiber optic cable outside tubing string seismic sensor attached fiber optic cable seismic sensor fiber', 'fiber optic cable sensor outside tubing string location fiber optic cable sensor noted fiber optic cable sensor outside casing inside tubing offset fiber optic cable fiber optic permanent fiber optic cable laid cable fiber optic cable control line', 'line provided bare optical fiber run earth surface area operation level vibration moving wear time moving wear greater vibration increasing vibration noise vibration noise acoustic particle motion seismic sensor acoustic impinge local fiber optic', 'optic cable proximity characteristic fiber optic cable change light fiber optic cable fiber optic cable proximity equipment fiber optic cable capable vibration noise equipment exemplary seismic sensor seismic sensor strain fiber optic cable change', 'change response vibration noise interaction effectively change light fiber optic cable fiber optic acquisition positioned earth surface close fiber optic cable fiber optic acquisition hangar fiber optic acquisition light source optical fiber optic', 'optic cable light received detector fiber optic acquisition detector fiber optic acquisition data remote analysis analysis analyze data determine problem note data acquired fiber optic acquisition real time analysis analyze data real time', 'real time instantaneous nearly instantaneous status note background noise initially fiber optic cable operation background noise removed subsequent data considered analysis accurate implementation instead remote analysis analysis fiber optic', 'optic acquisition noted additional provided measure distributed exemplary output displayed analysis computer monitor chart fiber optic cable expressed distance surface fiber optic cable time line series location fiber optic cable line location fiber', 'fiber optic cable visual provided line location line vibrate normally time visual line time vibration worsening vibration group vibration worse tolerable group vibration level outside acceptable note smaller colors assigned region line normal', 'normal vibration user retrieve chart region user input mouse noise amplitude frequency region line high vibration condition user retrieve chart region noise amplitude frequency note noise chart chart spectral analysis analysis determine exist', 'exist equipment location line spectral analysis user equipment location line need attention exemplary fiber optic acquisition coherent light source laser source light coherent light source optical directional coupler fiber optic cable coherent light', 'light returned fiber optic cable returned light provided directional coupler optical detector position light signal determined round trip transit time fiber optic acquisition location scattering glass optical fiber density composition length scale', 'scale smaller optical frozen glass time fiber drawn incoherent probe energy scattered light summed detector source coherent predictable phase relationship light pulse phase light optical fiber fixed random relationship result light combined detector', 'detector signal detector sensitive relative phases light scatterer signal summation electric scatterer added summation sum large complex summation result large signal phase add amplitude constructive inference phases sum near zero resulting signal', 'signal weak function distance optical fiber appearance jagged fixed optical fiber undisturbed vibration noise probe optical frequency constant optical fiber disturbed position strain applied seismic sensor optical fiber phase relationship pulse', 'pulse width perturbed signal change signal derive measure acoustic optical fiber location exemplary arrangement equipment positioned arrangement fiber optic acquisition positioned earth surface able send data remote analysis equipment positioned', 'equipment equipment tubing string tubing tubing production interval extend reservoir tubing proximate production interval perforated tubing section enable flow inner bore tubing packer isolate production interval annulus packer fiber optic cable', 'cable junction box earth surface wellhead equipment hanger tubing string length tubing string fiber optic cable packer production interval junction box connected surface cable fiber optic acquisition seismic provided arrangement seismic sensor', 'sensor positioned near seismic sensor positioned production interval seismic attached fiber optic cable response acoustic particle seismic able locally adjust strain fiber optic cable splice provided fiber optic cable seismic sensor enable fiber', 'fiber optic cable connected seismic sensor extend downwardly alternative seismic production interval vibration noise sand tubing result fluid flow acoustic sand tubing wall help identify zone production interval sand volume sand damage occur', 'occur remedial action implementation seismic sensor acoustic seismic sensor converted applied local strain fiber optic cable strain applied locally fiber optic cable change light likewise acoustic signature production interval occur distorted', 'distorted geological movement formation compaction change significantly corrosion deposition scale seismic sensor detect vibration noise change similar arrangement linked central control response analysis information central control turn allow', 'allow automatically update condition appropriate operating condition acoustic analysis determine problem effectively central control feedback analysis enable analysis modify central control perform automatic control equipment earth surface response', 'response information provided analysis central control activate deactivate equipment perform incremental adjustment equipment user notification enable user manually adjust equipment exemplary analysis computer analysis analysis executable central', 'central connected storage storage contain optical data received fiber optic acquisition connected interface turn connected link fiber optic acquisition analysis loaded execution processor processor processor control processor refer single plural', 'plural data respective storage storage media storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video', 'video disclosed benefit appreciate therefrom cover fall true spirit']	49	[4, 4, 4, 4, 4, 4, 4, -1, -1, -1, 4, 4, 4, -1, 4, 4, 4, 4, 4, 4, -1, -1, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, 4, 4, 4, -1, 4, 4, 4, 4, 4, -1, 4, 2, -1, 45, 4, 14, 16]	['fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'produce product automatically separately execute desired independently longer need comprised laborious response final user manually execution stage equipment saved considerable', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.0919149575528938, 0.007279303946486291, 0.12128622705783454, 0.07222746856428884, 0.33830734865997025, 0.0036490549634921074, 0.011152351037695086, 0.016540909238524353, 0.010386656391088598, 0.0063911448510231145, 0.011268404988184284, 0.004245795616335367, 0.00371864991210347, 0.009613085739592235, 0.006285940132206351, 0.005753036781852235, 0.006047559588700094, 0.004104761820233519, 0.007904309875776803, 0.012356955903689602, 0.006829751227971825, 0.0074662108280369385, 0.009045255982920634, 0.005952639490597451, 0.005922765849478669, 0.009950044756972452, 0.0061981669270759964, 0.00869441126210925, 0.007246557466212512, 0.017102227202794123, 0.007037571342135713, 0.006374055681409873, 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-0.3813686668872833, -0.39328533411026, -0.16412322223186493, 0.09120380878448486, -0.02267279475927353, -0.2593100666999817, 0.20300602912902832, -0.42000240087509155, 0.019612455740571022, -0.5282506942749023, 0.3835538625717163, 0.6697885990142822, -0.025044793263077736, -0.016012445092201233, -0.11085023730993271, -0.054887689650058746, -0.3090662360191345, -0.3863692879676819, -0.68013995885849, -0.12253596633672714, -0.5553410649299622, 0.031584035605192184, 0.40655750036239624, -0.18965016305446625, 0.08907768875360489, 0.0041119251400232315, 0.30744725465774536, -0.22903130948543549, -0.7485281229019165]	[-0.5094697 -0.1204649 0.77627385 ... -0.07000928 -0.02928481 -1.0871161 ]	['16_spirit_person_appreciate_depart', '45_produce_product_automatically_separately', '2_seismic_rock_data_modeling', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '4_fiber_optical_optic_sensor']	ascertain response surface processor readable modeling information flow depth sweet removable execute user physics memory spirit meaning magnetic string disk foregoing block sensor longer data drilling storage random cable comply light appreciate petroleum probe pump drill acoustic execution control nonvolatile depart equivalent computer quickly applicant abstract digital multiphase geologic limit domain produce ultraviolet strain understand stated signal volatile interpret model fiber bus learning separately tape semiconductor production equipment length seismic flash reservoir distributed comprised laborious disclosed subterranean infrared radiation fluid measurement floppy immersion ram receiver geological optic casing time stage exemplary medium inversion media final rock desired automatically access product preceding independently saved analysis considerable realize manually person function reader optical formation need	interferometer optic geological drilling chips intention cable incremental practical comply fiber cache petroleum exemplify rock processor determined drill acoustic semiconductor acquired hydrocarbon computer seismic tubing designing product execute inventive borehole geophone industry teaching geologic hydraulic physics electronic laborious memory manually produce geophysical communicating radiation oil magnetic hardware optical thermoplastic cement predictive foregoing shale sensor multicore	longer geological ram drilling casing model cable stage exemplary comply fiber petroleum media final bus learning separately acoustic semiconductor execution readable nonvolatile depart flow automatically computer equipment quickly seismic depth applicant flash abstract reservoir preceding saved physics laborious memory disclosed domain subterranean produce infrared spirit radiation reader ultraviolet string optical magnetic strain foregoing formation receiver	volatile optic data drilling storage random model cable time interpret stage light medium fiber appreciate response petroleum media probe final surface rock drill acoustic execution modeling depart information equivalent equipment access length seismic product flash digital execute user abstract reservoir geologic laborious memory produce spirit person radiation reader fluid magnetic optical meaning disk foregoing sensor formation	['Streamlined Automated Production Process for Desired Products', 'Storage Media and Memory Technologies in Computer Systems', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'execute produce desired product longer need separately independently execute produce desired product result considerable processor execution time saved addition longer need perform laborious task separately independently produce final desired', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'data produce desired product automatically produce comprised response user automatically execute response input data produce desired product computer longer need separately independently execute produce desired product longer need separately', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'WO2014055651A1'	'Determining fluid composition downhole from optical spectra'	['E21B49/10', 'E21B49/08']	['Obtaining fluid samples or testing fluids, in boreholes or wells using side-wall fluid samplers or testers', 'Obtaining fluid samples or testing fluids, in boreholes or wells']	2013-10-02T13:00:00Z	['Kai Hsu', 'Julian Pop', 'Kentaro Indo']	['No data available']	['optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid optical spectral data', 'data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'flowing formation fluid sampling apparatus optical sensor formation fluid sampling apparatus optical sensor formation fluid sampling apparatus spectrometer operating parameter formation fluid sampling apparatus parameter operating parameter', 'parameter formation fluid sampling apparatus parameter storage formation fluid flowing formation fluid sampling apparatus parameter rate formation fluid formation fluid sampling apparatus parameter formation fluid sampling apparatus extending', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'fluid parameter formation fluid predominant fluid type formation fluid flowing formation fluid sampling apparatus projection spectral data principal correspond fluid type spectral data projecting spectral data principal removing water spectra', 'spectra spectral data reducing effects formation fluid scattering refractive index forcing optical density zero removing color effects spectral data principal principal known predominant fluid type oil principal known predominant fluid type gas', 'type gas principal known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score projection spectral data principal score projection spectral data principal score projection', 'spectral data principal predominant fluid type comparison principal result principal analysis spectral data known spectral data laboratory spectra known spectra spectra data converted greater optical sensor spectral data known determine principal', 'principal spectral data known determine principal vertically spectral data vertically spectral data summation available spectral data principal vertically spectral data spectral data known determine principal principal spectral data known', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'score projection spectral data principal score projection spectral data principal score projection spectral data principal predominant fluid type comparison optical spectral data formation fluid flowing formation fluid sampling apparatus parameter', 'parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid composition formation fluid flowing formation fluid sampling apparatus projection', 'spectral data matrices correspond fluid type ratio gor formation fluid flowing formation fluid sampling apparatus composition matrices linear relationship spectral data relative compositional known predominant fluid type fluid oil gas gas condensate', 'matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'formation fluid sampling apparatus oil gas gas condensate projecting spectral data matrix determined predominant fluid type formation fluid flowing formation fluid sampling apparatus oil matrix determined predominant fluid type formation fluid', 'fluid flowing formation fluid sampling apparatus gas matrix determined predominant fluid type formation fluid flowing formation fluid sampling apparatus gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus', 'apparatus oil gas gas condensate projecting spectral data principal correspond predominant fluid oil gas gas condensate respectively matrices result regression analysis spectral data known regression analysis spectral data known determine matrices', 'matrices regression analysis spectral data known determine matrices matrix regression analysis spectral data known predominant fluid type oil matrix regression analysis spectral data known predominant fluid type gas matrix regression analysis', 'analysis spectral data known predominant fluid type gas condensate fluid composition optical spectra background fluid analysis information real time composition subterranean reservoir information advantageously improve optimize effectiveness', 'formation testing sampling given sampling dont return formation fluid surface reducing brought surface analysis known fluid analysis live fluid analyzer composition fluid analyzer commercially available technology corporation measure absorption', 'spectra formation known fluid light measured spectrum ranging visible near infrared output channel optical density logarithm ratio incident light intensity light intensity optical density od zero light transmission od light transmission combined od', 'od output spectral information determine composition formation brief best read accordance standard industry drawn scale fact arbitrarily reduced clarity diagram schematic view apparatus schematic view apparatus schematic view apparatus schematic', 'schematic view apparatus diagram diagram diagram diagram schematic view apparatus simplify course merely addition repeat repetition simplicity clarity dictate relationship specifically noted relationship formation feature feature formed direct', 'direct contact additional formed interposing direct contact fluid analysis compositional analysis hydrocarbon today optical spectrometer seven estimate density carbon species gas gas condensate algorithm x optical od seven carbon species b matrix', 'b matrix optical spectrum principal regression recently utilize optical spectrometer evolution greater spectrometer given rise sequential composition computation oil gas gas condensate context channel spectrometer nonetheless applicable adaptable', 'adaptable channel spectrometer spectrometer law optical density absorption proportional absorption coefficient concentration density p optical od x p l electromagnetic wave particularly light light optical density multicomponent linear combination', 'individual carbon c c c c c c significant interaction od x od od od c od c od c od c x od c x od c x p c c p c c pa c c start relationship weight fraction concentration density c p total total density given p tai pi c c c c c c weight fraction c c c', 'c c c c c c c pes c p p p c relative concentration concentration c c c c c c c c nonzero od od od od c p la c relative absorption coefficient p pi relative concentration optical density optical density c expressed c c c c c c c independent variation', 'variation absorption coefficient nearly constant gas gas condensate c resulting c x c c p p c l similar c c oil resulting x w c w c w c w od c c w p c c c p c p c p c unknown variable point analysis gas gas condensate spectra chosen c c c c c', 'c c c c c truncated negligible resulting n od l c p c likewise oil spectra chosen c c c truncated resulting od c c p c c p c c p c color spectrum account oil spectra vibrational absorption c c c c c c optical density primarily color color absorption', 'proportional optical density alternatively expressed od color adjustable determined manner similar analysis applicable adaptable alternative combining od c p c p c c p c linear relationship optical density relative concentration gas gas condensate c', 'c p c p c p c od c w pes c w c w n l c p c similarly linear relationship optical density relative concentration oil p p p c linear matrix calibration measured optical density affected light scattering offset refractive index absorption light', 'light scattering mud sand water organic matter precipitate dirty coated optical light scattering size scattering light scattering effect geometric scattering size scattering comparable smaller light resulting scattering effects scattering refractive', 'index effect spectrometer air zero optical density air reflectivity sapphire air reflectivity refractive index fluid effect nearly constant negative offset spectrum reduce scattering refractive index effects measured optical spectra vertically', 'optical density forced zero course utilize additional alternative measured optical spectrum utilize matrices b separately gas gas condensate oil optical spectrum data resulting analysis normalization term c c c ran c unknown matrix calibration yield', 'yield minimal composition c c c c c c optimization k c c c c c c c n w j weight fraction k j weight fraction k j optical spectra employed calibration converted equivalent channel spectra measurement laboratory spectrometer spectrometer significant', 'data converted equivalent channel spectra optical density account noise hardware dependency intentionally noise reduce weight matrices b consequently robust effects hardware dependency noise matrices b x spectral od error known knowledge instrument', 'relative concentration c c c c c c n spectral employed calibrate matrix forcing matrices b determined multiple regression independent analysis map known known matrices oil gas gas condensate prior composition analysis identify fluid spectrum loading', 'loading individually oil gas gas condensate spectra spectra vertically hydrocarbon absorption spectrum summation available spectral data loading singular value decomposition principal analysis fluid type oil gas gas condensate u x x v loading', 'v loading matrices x projection pi spectrum x loading vector v acquired examining spectrum oil gas gas condensate noted principal dominate total essential spectra loading oil gas gas condensate resulting determine predominant fluid type resulting', 'resulting considered best represent spectral shape fluid independently matrices calibration composition analysis matrix calibration regression spectra calibration nonetheless unknown c c c relative pa pen p pes normalization factor calibration', 'composition prediction unknown spectrum od expressed unknown normalization factor od x b normalization factor weight fraction calculated relative concentration v p pi note analysis compositional c c c c c c nonetheless analysis rest applicable', 'adaptable fluid analysis compositional c c c myriad diagram analysis optical converted obtain od data appropriate spectrometer information considered optional water optical spectrum water exist exhibit interference hydrocarbon c inaccuracy', 'interpretation spectral data optional presence water nonetheless known algorithm approach optional decolor optical spectrum formation fluid color formation fluid heavy inaccuracy interpretation spectral data optional optical spectrum formation fluid', 'fluid inaccuracy interpretation spectral data optional known algorithm approach decisional fluid type predominant scoring technique predominant fluid type determined oil matrix oil estimate composition determined decisional predominant fluid type', 'type gas matrix gas estimate composition determined decisional predominant fluid type gas condensate matrix gas condensate estimate composition optional gor decisional predominant fluid type oil gor algorithm technique gor composition estimate', 'estimate decisional predominant fluid type gas gor algorithm technique gor composition estimate decisional predominant fluid type gas condensate gor algorithm technique gor composition estimate estimate gor respectively substantially similar known', 'known schematic view wellsite disclosed employed wellsite onshore offshore borehole formed subterranean rotary drilling alternatively additionally directional drilling suspended borehole hole drill bit lower end surface platform derrick positioned', 'borehole rotary table kelly hook rotary swivel drill string suspended lifting gear hook lifting gear mast rising surface lifting gear crown block axis mast vertically traveling block hook attached cable passing crown block vertically traveling block', 'block end cable anchor point end winch raise lower hook thereto drill attached wired pipe raised turning lifting gear winch require temporarily lifting gear blocking conical recess rotary table mounted platform rotated rotary table kelly upper end', 'upper end suspended hook attached traveling block kelly rotary swivel rotation relative hook wellsite utilize drive suspend rotate addition alternative rotary table surface drilling fluid mud pit formed wellsite pump drilling fluid interior hose', 'hose port swivel causing drilling fluid flow downward directional arrow drilling fluid drill bit upward annulus region outside wall borehole directional manner drilling fluid drill bit formation surface returned pit recirculation hole drill near', 'near drill bit drill collar logging drilling characteristic geological formation rock borehole measured borehole hole module module motor drill bit course module drill collar logging module employed module position mean module position module', 'module measuring information communicating surface equipment module drill collar measuring drill bit module apparatus generating electrical power mud turbine generator powered flow drilling fluid power battery alternatively employed module measuring', 'measuring measuring torque measuring vibration measuring shock measuring stick slip measuring direction measuring inclination measuring wellsite logging control communicably appropriate manner module module obtain fluid subterranean formation', 'formation perform estimate composition fluid fluid analyzer report composition data logging control schematic view exemplary operating environment suspended end wellsite borehole structured service vehicle wellsite exemplary sampling analysis', 'analysis formation testing earth composition formation telemetry control electronics surface control communication equipment suspended borehole lower end multiconductor logging cable winch electrically surface equipment elongated body variety', 'variety electronic schematically desirable functionality selectively extendible fluid selectively extendible respectively opposite sides elongated body fluid operable selectively seal isolate selected borehole wall fluid communication adjacent', 'adjacent formation established fluid single probe module packer module fluid sampling analysis provided body formation borehole flow fluid analysis module port module alternatively formation directed fluid retaining formation transportation surface', 'surface fluid fluid analysis flow path operational electrical control surface equipment control processor capability characterization formation computer run processor surface equipment utilize data received fluid sampling analysis module cable', 'cable transmit control operative suitable computer usable storage medium surface equipment external computer usable storage medium storage medium known storage media magnetic disk optically readable disk flash memory readable kind remote storage', 'storage switched telecommunication link illustrate mere addition environment environment applicable adaptable implementation conveyance coiled tubing module respectively obtain fluid subterranean formation perform estimate composition fluid', 'fluid schematically provided probe fluid communication formation formation fluid probe positioned stabilizer blade extended therefrom engage borehole wall stabilizer blade contact borehole wall alternatively additionally backup press probe contact', 'contact borehole wall fluid drawn probe measured determine pretest additionally provided fluid retrieval surface fluid analyzer implement schematically fluid analyzer work conjunction obtain fluid formation extend past optical spectrometer light', 'light detector detector light formation fluid resulting optical spectra controller fluid analyzer utilize measured optical spectra estimate composition formation fluid resulting information telemetry surface equipment logging control surface', 'surface equipment fluid analyzer perform bulk report relatively small measurement data surface fluid analyzer real time relatively low telemetry communication link telemetry communication link communication links unlike conventional require', 'require communication links transmit surface diagram apparatus similar identical previous sampling borehole extending subterranean formation sampling common apparatus apparatus common sampling wired drill pipe reaching desired subterranean formation', 'formation station borehole sampling formation fluid formation formation fluid subjected analysis spectrometer sampling spectral data representative formation fluid spectral data formation fluid flowing formation fluid sampling apparatus optical', 'optical sensor formation fluid sampling apparatus optical detector fluid analyzer sensor detector spectrometer analyzer obtain spectral data channel spectrometer spectral data sampling apparatus formation fluid formation sampling spectral data', 'data static formation fluid chamber formation fluid sampling apparatus optional water spectra removed measured optical spectra additional optional adjustment measured optical spectra measured optical spectra measured optical spectra adjustment', 'optional spectral data optical density zero reduce effects scattering refractive index formation fluid subsequent measured optical spectra matrix predominant fluid type formation fluid predominant fluid type formation fluid determined predominant', 'fluid type known determined prior projection subsequent predict estimate parameter formation fluid operational parameter sampling formation fluid parameter storage formation fluid flowing formation fluid sampling apparatus parameter alternatively', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'spectral data matrices principal principal matrices correspond predominant fluid type oil gas gas condensate respectively principal matrix principal known predominant fluid type oil principal matrix principal known predominant fluid type gas', 'type gas principal matrix principal known predominant fluid type gas condensate determined subsequent respectively score projection spectral data principal score projection spectral data principal score projection spectral data principal predict', 'predict predominant fluid type formation fluid flowing formation fluid sampling apparatus predominant fluid type determined comparison highest score fluid predominant formation fluid projection scoring comparison predict predominant fluid type text', 'type text principal matrices result principal analysis spectral data known spectral data result spectral analyses known previously measured spectrometry formation fluid sampling apparatus data alternatively result spectral analyses known previously', 'measured spectrometry formation fluid sampling apparatus spectrometry apparatus positioned surface spectrometry formation fluid sampling apparatus positioned extending subterranean formation subterranean formation spectrometry apparatus spectral', 'spectral data weight fraction compositional formation fluid known composition spectral data represent spectra data converted greater optical sensor spectra represent data channel spectrometer converted represent spectrometry formation fluid sampling', 'sampling spectra converted account spectrometry hardware dependency statistical noise spectral data known determine principal spectral data determine principal vertically spectral data vertically spectral data summation available spectral data', 'data principal vertically spectral data additionally alternatively spectral data determine principal principal spectral data known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known', 'known predominant fluid type gas condensate operational parameter sampling predominant fluid type storage formation fluid flowing formation fluid sampling apparatus predominant fluid type alternatively additionally rate formation fluid formation', 'formation fluid sampling apparatus predominant fluid type diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional predominant fluid type formation fluid prediction predominant fluid type', 'type formation fluid alternatively subsequent matrix selected predominant fluid type fluid oil gas gas condensate matrices selected matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate', 'matrix represent linear relationship spectral data relative compositional known text matrix compensate color oil matrices compensate color correspond gas gas condensate respectively matrices result regression analysis spectral data known regression', 'analysis spectral data determine matrices selected regression analysis spectral data determine matrices matrix regression analysis spectral data known predominant fluid type oil matrix regression analysis spectral data known predominant fluid type', 'type gas matrix regression analysis spectral data known predominant fluid type gas condensate regression analysis determine matrices separate appropriate matrix selected formation fluid spectral data selected matrix composition formation fluid', 'fluid flowing formation fluid sampling apparatus projection spectral data selected matrix composition weight fraction formation fluid flowing formation fluid sampling apparatus formation fluid flowing formation fluid sampling apparatus c c c c c c', 'c c c c c ratio gor formation fluid flowing formation fluid sampling apparatus composition known estimate gor operational parameter sampling composition gor storage formation fluid flowing formation fluid sampling apparatus composition gor', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'formation fluid sampling borehole subterranean formation sampling apparatus formation fluid spectral data formation fluid spectrometry flow formation fluid instead static formation fluid spectral data spectral data matrices principal thereon', 'thereon determined predict predominant fluid type formation fluid predominant fluid type formation fluid select appropriate matrix matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate', 'spectral data selected matrix projection predict composition formation fluid ratio gor formation fluid flowing formation fluid sampling apparatus composition known estimate gor operational parameter sampling composition gor storage formation fluid', 'fluid flowing formation fluid sampling apparatus composition gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor additional similarly respectively added repeated substituted ordered block diagram', 'diagram execute machine readable implement implement fluid apparatus capable apparatus disclosed personal personal digital assistant possible entirety surface equipment surface equipment surface equipment alternatively controller processor processor', 'processor processor local memory local memory memory processor execute machine readable implement processor type arm pico course appropriate processor communication main memory volatile random access memory non volatile read memory bus volatile', 'volatile memory static random access memory synchronous dynamic random access memory dynamic random access memory dram dynamic random access memory type random access memory non volatile memory flash memory desired type memory memory control access', 'access main memory interface circuit interface circuit type interface standard interface universal serial bus generation gio interface input connected interface circuit input permit user enter data processor input keyboard mouse voice recognition', 'output connected interface circuit output display liquid crystal display cathode ray tube display interface circuit graphics driver card interface circuit communication network interface card facilitate exchange data external network connection', 'digital subscriber line telephone line coaxial cable cellular telephone satellite mass storage machine readable data mass storage floppy disk hard drive compact disk digital versatile disk mass storage volatile memory nonvolatile memory local memory', 'memory removable storage medium alternative apparatus apparatus structure processor circuit view recognize optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling', 'sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing formation fluid sampling apparatus optical sensor formation fluid sampling apparatus optical sensor formation fluid', 'fluid sampling apparatus spectrometer spectrometer channel spectrometer optical spectral data formation fluid flowing formation fluid sampling apparatus formation fluid sampling apparatus formation fluid sampling apparatus formation fluid formation', 'formation operating parameter formation fluid sampling apparatus parameter storage formation fluid flowing formation fluid sampling apparatus parameter rate formation fluid formation fluid sampling apparatus parameter removing water spectra spectral', 'spectral data projecting spectral data matrix predominant fluid type spectral data optical density zero reduce effects scattering refractive index formation fluid formation fluid sampling apparatus extending formation string parameter formation', 'formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type predominant fluid type formation fluid flowing formation fluid sampling apparatus projection spectral data principal correspond fluid', 'fluid type spectral data projecting spectral data principal removing water spectra spectral data reducing effects formation fluid scattering refractive index forcing optical density zero removing color effects spectral data principal principal known', 'known predominant fluid type oil principal known predominant fluid type gas principal known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score projection spectral data', 'data principal score projection spectral data principal score projection spectral data principal predominant fluid type comparison principal result principal analysis spectral data known spectral data known result spectral analyses known', 'known spectrometry formation fluid sampling apparatus spectral analyses known spectrometry formation fluid sampling apparatus spectral data weight fraction compositional formation fluid known composition spectrometry formation fluid sampling', 'sampling apparatus spectrometry apparatus positioned surface extending subterranean formation formation fluid flowing formation fluid sampling apparatus spectrometry formation fluid sampling apparatus positioned extending subterranean formation', 'formation subterranean formation spectrometry apparatus spectral data spectra known laboratory spectra represent spectra data converted greater optical sensor converted data account spectrometry hardware dependency statistical noise spectral data', 'data known determine principal spectral data known determine principal vertically spectral data vertically spectral data summation available spectral data principal vertically spectral data spectral data known determine principal principal spectral', 'spectral data known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate vertically spectral data determine principal utilize vertically spectral data', 'data vertically spectral data summation available spectral data determine principal vertically spectral data predominant fluid type formation fluid flowing formation fluid sampling apparatus score projection spectral data principal score projection', 'spectral data principal score projection spectral data principal predominant fluid type comparison operating parameter formation fluid sampling apparatus predominant fluid type formation fluid flowing formation fluid sampling apparatus storage', 'storage formation fluid flowing sampling apparatus predominant fluid type formation fluid flowing formation fluid sampling apparatus alternatively additionally rate formation fluid formation fluid sampling apparatus predominant fluid type formation', 'formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type composition formation fluid flowing formation fluid sampling', 'sampling apparatus projection spectral data matrices correspond fluid type ratio gor formation fluid flowing formation fluid sampling apparatus composition removing water spectra spectral data spectral data matrices spectral data optical density', 'density zero reduce effects scattering refractive index formation fluid matrices represent linear relationship spectral data relative compositional known composition weight fraction formation fluid flowing formation fluid sampling apparatus', 'apparatus formation fluid flowing formation fluid sampling apparatus c c c c c c formation fluid flowing formation fluid sampling apparatus c c c c c c formation fluid flowing formation fluid sampling apparatus selected group c c c c c c predominant', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate matrix compensate color matrices compensate color composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation', 'formation fluid flowing formation fluid sampling apparatus oil gas gas condensate projecting spectral data matrix determined predominant fluid type formation fluid flowing formation fluid sampling apparatus oil matrix determined predominant fluid', 'fluid type formation fluid flowing formation fluid sampling apparatus gas matrix determined predominant fluid type formation fluid flowing formation fluid sampling apparatus gas condensate predominant fluid type formation fluid flowing formation', 'formation fluid sampling apparatus oil gas gas condensate projecting spectral data principal correspond predominant fluid oil gas gas condensate respectively matrices result regression analysis spectral data known spectral data weight fraction', 'fraction formation fluid known composition spectral data known result spectral analyses known spectrometry formation fluid sampling apparatus spectral analyses known spectrometry formation fluid sampling apparatus spectral data represent spectra', 'spectra data converted greater optical sensor converted data account spectrometry hardware dependency statistical noise regression analysis spectral data known determine matrices regression analysis spectral data known determine matrices matrix', 'matrix regression analysis spectral data known predominant fluid type oil matrix regression analysis spectral data known predominant fluid type gas matrix regression analysis spectral data known predominant fluid type gas condensate composition', 'formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation fluid sampling apparatus oil gas gas condensate projecting spectral data matrix determined predominant fluid type formation fluid', 'fluid flowing formation fluid sampling apparatus oil matrix determined predominant fluid type formation fluid flowing formation fluid sampling apparatus gas matrix determined predominant fluid type formation fluid flowing formation fluid sampling', 'sampling apparatus gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus oil gas gas condensate projecting spectral data principal correspond predominant fluid oil gas gas condensate respectively optical', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation fluid sampling apparatus projection spectral data principal correspond fluid type principal result principal analysis spectral data known', 'known spectral data known determine principal parameter formation fluid flowing formation fluid sampling apparatus composition formation fluid flowing formation fluid sampling apparatus projection spectral data matrices correspond fluid type', 'type matrices result regression analysis spectral data known regression analysis spectral data known determine matrices computer program product tangible medium thereon optical spectral data formation fluid flowing formation fluid sampling apparatus', 'apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid flowing formation fluid sampling apparatus predominant fluid type', 'type formation fluid flowing formation fluid sampling apparatus projection spectral data principal correspond fluid type principal result principal analysis spectral data known tangible medium spectral data known determine principal parameter', 'parameter formation fluid flowing formation fluid sampling apparatus composition formation fluid flowing formation fluid sampling apparatus projection spectral data matrices correspond fluid type matrices result regression analysis spectral data', 'data known tangible medium regression analysis spectral data known determine matrices foregoing better understand appreciate basis designing carrying realize equivalent depart spirit make spirit abstract end provided comply b allow reader quickly', 'quickly ascertain nature technical interpret limit meaning']	142	[3, 3, 3, 3, 3, 41, 41, 3, 3, 3, 18, 3, 3, 18, 18, 18, 3, 18, 18, 27, 41, 4, -1, 30, -1, -1, 4, -1, -1, -1, -1, -1, -1, 1, 41, -1, -1, -1, 18, 18, 18, 41, -1, 41, 41, 41, 18, 18, -1, 0, 0, 0, 0, -1, 0, -1, -1, -1, -1, -1, -1, 14, -1, -1, -1, 3, 1, -1, 3, 3, 41, 41, 3, 30, 18, 3, 3, 3, 3, 3, 3, 18, 3, 30, 18, 18, -1, -1, 3, 3, 30, 3, 18, 3, 3, 20, 14, 14, 6, 6, 6, 3, 3, 3, 41, 41, 3, 41, 18, 3, 3, 3, 3, 3, 18, 3, 3, 3, 3, 41, 41, 3, 18, 18, 18, 3, 18, 3, 3, 18, 18, 18, 18, 3, 3, 3, 3, 3, 3, 3, 16, 16]	['data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'predominant gas type condensate matrix oil spectral principal 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principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'spectral spectra refractive index formation predominant optional fluid effects optical sampling principal type zero removing scattering calibration apparatus density matrices', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter 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-0.8796102404594421, 0.09379853308200836, 0.453598290681839, -0.054428476840257645, -0.17617866396903992, -0.004571529570966959, 0.06274919956922531, -0.4583996534347534, -0.17998561263084412]	[-1.0494788 0.13567005 0.78822625 ... -0.408358 0.12268085 -0.38627255]	['27_light_absorption_multiphase_water', '18_predominant_gas_type_condensate', '16_spirit_person_appreciate_depart', '41_spectral_spectra_refractive_index', '20_computer_media_network_processor', '30_identical_repeat_similar_feature', '1_acid_aqueous_gravel_fluid', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '4_fiber_optical_optic_sensor', '6_network_wireless_interface_display']	node spectra ascertain curve response initiation liquid port surface processor sleeve improvement readable water sand information flow principal task depth range removable user gate code repetition card switch drive local mobile display acid memory selected spirit matrix meaning spectrum clarity composition magnetic string observation disk slurry network foregoing block identical sensor telephone interface direct aqueous data drilling storage random cable comply light density operable appreciate necessarily relationship probe pump zero gravel determined projecting drill index torque phase acoustic control nonvolatile depart screen parameter equivalent dictate computer quickly decision condensate applicant abstract multiphase gas piston limit spectral valve calibration ultraviolet better strain circuit communication phases understand removing stated volatile polymer flowing interpret model eccentric graphics gel simplicity fiber known return test bus connected learning loading cleavable gor tape rotary semiconductor production input area communicate equipment length flash scattering reservoir distributed absorption score disclosed diagram infrared module radiation fluid architecture matrices regression floppy measurement immersion output ram optic perform size casing bit sampling apparatus time feature fitting printer article amide note stage surfactant medium conditioner optional share exemplary media wired controller additional unlabeled contact type program access cellular speed chloride mud view preceding analysis independently viscosity similar pack effects satellite realize refractive position person wireless reader oil metal optical outlet repeat predominant formation	wirelessly cache processor analyzer improvement calcium cell prediction hydrocarbon designing geophone teaching hydraulic mobile electronic recorder acid memory communicating matrix clarity magnetic thermoplastic technology cement foregoing identical sensor interface data drilling cable pipe comply bentonite pump determined drill acoustic accelerometer login computer straightforward oleaginous geologic gas piston spectral valve calibration projection configuration spectrometer mineral server bottle simplicity fiber exemplify compositional semiconductor spectroscopy seismic scattering inventive comparator routine borehole absorption infrared radiation hardware fluid regression matrices fluorescence multicore interferometer optic chips intention sampling practical reflectivity wired rock controller normalization router cellular crystallization completion silica tubing chloride gaseous slide analysis spectrometry viscosity similar refractive cavity wireless oil routinely optical simplify	initiation port improvement readable water sand flow principal depth gate repetition card switch local mobile acid memory spirit composition string magnetic slurry network foregoing telephone identical interface direct data drilling storage cable comply light operable relationship pump gravel index acoustic torque parameter nonvolatile depart computer quickly condensate applicant abstract multiphase gas spectral calibration better ultraviolet strain polymer flowing model eccentric graphics fiber test bus learning rotary loading semiconductor equipment flash scattering reservoir score disclosed diagram infrared radiation fluid architecture matrices regression ram casing perform sampling printer feature article stage conditioner exemplary surfactant optional media controller additional unlabeled chloride mud independently preceding viscosity satellite refractive wireless reader oil metal optical predominant formation	spectra curve response liquid surface processor improvement water information principal switch card local mobile display acid memory spirit matrix composition magnetic clarity string meaning disk slurry network foregoing identical sensor interface direct aqueous data drilling storage random cable light operable appreciate probe pump gravel drill index depart screen equivalent computer condensate abstract multiphase gas spectral volatile interpret model eccentric fiber test connected cleavable production area length flash reservoir absorption module radiation fluid matrices immersion optic perform printer time feature article surfactant conditioner medium optional share media unlabeled contact type access speed view analysis similar effects refractive position person wireless reader oil optical outlet repeat predominant formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Spectral Data Analysis for Formation Fluid Type and Optical Scattering Effects', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Optical Immersion Probe for Multiphase Flow Measurement Using Light Absorption Range Analysis', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'flow pipe optical immersion probe multiphase flow gas phase liquid phase liquid phase water oil condensate multiphase flow separate gas liquid phases flow centrifugal force carrying ultraviolet infrared radiation light optical ultraviolet infrared', 'water mix light oil liquid phase mixture multiphase produced higher flow rate mixed multiphase flow spectrum range water highly absorbing absorption absorption peak gaseous phases substantially transparent addition light source optical immersion', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'optional spectral data optical density zero reduce effects scattering refractive index formation fluid subsequent measured optical spectra matrix predominant fluid type formation fluid predominant fluid type formation fluid determined predominant', 'spectra spectral data reducing effects formation fluid scattering refractive index forcing optical density zero removing color effects spectral data principal principal known predominant fluid type oil principal known predominant fluid type gas', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'spectral data projecting spectral data matrix predominant fluid type spectral data optical density zero reduce effects scattering refractive index formation fluid formation fluid sampling apparatus extending formation string parameter formation', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'bundle optical window layer liquid layer gas flow gap light multiphase flow light dependent contents oil water gas alternatively optical immersion probe pipe gather liquid gas multiphase flow better optical immersion probe collect phase light', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'WO2015085288A1'	'Expandable reamer'	['E21B10/32', 'E21B10/322', 'E21B17/1078', 'E21B17/1092', 'E21B7/28']	['Drill bits with leading portion, i.e. drill bits with a pilot cutter; Drill bits for enlarging the borehole, e.g. reamers with expansible cutting tools', 'Drill bits with leading portion, i.e. drill bits with a pilot cutter; Drill bits for enlarging the borehole, e.g. reamers with expansible cutting tools cutter shifted by fluid pressure', 'Stabilisers or centralisers for casing, tubing or drill pipes', 'Gauge section of drill bits', 'Enlarging drilled holes, e.g. by counterboring']	2014-12-08T14:00:00Z	['Ashley Bernard Johnson', 'Jonathan Robert HIRD']	['No data available']	['reamer borehole distributed central axis region pad surface positioned face wall borehole reamer drive mechanism expanding radially outwardly central axis differ presence axial thereon presence axial position pad arrangement positioned close gauge', 'gauge reducing vibration enlarging borehole distributed central axis cutting region pad surface positioned face wall borehole expanding radially outwardly central axis differ cutting thereon presence axial position pad axial cutting differ axial', 'axial length pad cutting axial length pad cutting axial length pad cutting preceding cutting region axially radially relative axis preceding cutting region axially radially relative axis region axially relative axis pad cutting region radial', 'radial distance axis preceding cutting region pad axial differ pad pad preceding extend gauge radius axis extend maximum radius gauge radius difference gauge radius maximum radius preceding extend gauge radius axis extend gauge radius preceding', 'preceding expanding drive mechanism acting simultaneously outwardly unison equal extent preceding face pad connected face pad sloping intermediate surface axial edge pad intermediate surface smoothly curved surface extending face face pad enlarging', 'enlarging borehole expanding borehole rotating axially advancing borehole drilling borehole drilling drill bit reamer reamer spaced drill bit expanding reamer borehole rotating advancing drill bit create extend pilot hole end borehole simultaneously', 'rotating advancing reamer enlarge pilot hole reamer background employed drilling borehole enlarge hole reamer separate operation enlarge borehole time hole drill bit end reamer positioned distance drill bit hole drill bit reamer drill bit initial', 'initial hole pilot hole normal drill bit gauge alternatively spelt gage drill bit positioned wall hole radial distance drill bit axis radial extremity press wall newly pilot hole enlarging cutting position drill bit newly hole reamer higher enlarge', 'enlarge diameter pilot hole reamer possible insert reamer hole diameter expanded diameter reamer expand reamer desired depth commence section borehole diameter pilot hole possibly hole reamer drill bit reamer supporting structure attached supporting', 'structure frequent reamer enlarge diameter borehole reamer drill bit enlarge extend hole type eccentric relative drill string attached borehole enlarging remain concentric drill string borehole tend concentric appropriate choice normally radially', 'radially axis cutter extend axially azimuthally axis mechanism provided expanding radially outwardly axis mechanism typically hydraulic force cutter outwardly construction commonly concentric individual cutter axis attached bodily piece case block', 'block shaped block term arm block individual individual outwards unison drive mechanism acting outwards drive constrain unison construction cutter axis pivotally connected expansion outward movement pivot reamer cutter retracted position depth drill', 'drill string rotated time approximately constant depth reamer expanded normally communication reamer surface confirm cutter fully expanded indication expansion reamer come observing torque drill string reamer fully expanded drill string hole', 'hole advanced axially expanded reamer axially cutting goes enlarging diameter length borehole reamer expanded cut radially outwardly axis borehole reamer expanded drill string hole advanced axially reamer cutting axial direction normal cutter reamer', 'reamer provided positioned confront wall borehole press borehole wall position axially advancing reamer hole manner analogous gauge drill bit keeping bit positioned pilot hole inherent conflict press wall reamer advanced axially press wall borehole', 'borehole reamer expanded consequence oppose expansion cutter customary approach make slightly undergauge say positioned radial distance central axis reamer slightly radial distance axis extremity outermost define gauge radius reamer consequently', 'outermost project radially slightly reamer cut radially outwards expanded reamer undergauge radially outwardly expanded clear undergauge oppose expansion axial movement reamer borehole moving drill string slightly advancing slowly fully expanded', 'expanded reamer advanced axially engage wall borehole sufficiently reamer position gauge reamer position borehole stable prior make stabilization stabilizer drill string close reamer reamer cutter distributed asymmetrically axis enhance stability', 'stability contrast enhance stability decreasing imbalance force longitudinal drilling partly arrangement partly total length cutter provided introduce selection identify key essential matter aid matter undergauge allow vibration instability reamer', 'reamer believe vibration assist initial expansion provided undergauge detrimental reamer advanced axially vibration considerably reduced departure customary constructional arrangement disclosed matter distributed central axis expanding radially', 'radially outwardly central axis differ cutting thereon cutting region pad difference presence axial position pad thereon arrangement presence axial axial length pad cutting possibly possibly axial length pad cutting cutting region attached borehole', 'borehole wall project outwardly direction radially outwards axis pad substantially smooth surface attached positioned face borehole wall make sliding contact wall surface cylindrical radius possibly slightly gauge radius axis extremity fully', 'fully expanded reamer cutting region axially relative axis radial distance axis axial length cutting region region serve enlarge borehole reamer advanced axially provided adjacent region generally parallel axis disclosed similar cutting differ', 'differ presence position axial extent adjacent cutting reamer rotated cutter expanded notional surface swept radially outer consequence disclosed notional surface axial swept exclusively smaller conventional reamer axial position result reamer', 'reamer expanded cut radially outwards close gauge axial length borehole contact solely reduced notional surface swept swept exclusively general arrangement possibility cutter cutting region pad axial differ possibility cutter pad pad provided gauge', 'gauge radial distance axis outermost extent tolerance radial distance axis radially outer extremity possible dimensioned undergauge smaller customary undergauge smaller fully expanded extend equal axis reamer disclosed expanding drive mechanism', 'mechanism acting simultaneously outwardly drive mechanism unison equal extent radially expanding reamer remains concentric string attached possible constrained unison driven outwardly fully expanded extend equal distance axis disclosed enlarging', 'enlarging borehole expanding borehole moving axially borehole rotating broad drilling borehole drilling drill bit reamer spaced drill bit possibly rotating advancing drill bit extend pilot hole simultaneously rotating advancing reamer enlarge pilot', 'pilot hole brief schematic view drilling borehole elevation view reamer showing position elevation view reamer showing expanded position perspective view cutter block reamer view cutter schematic view reamer expanded borehole elevation view cutter', 'cutter block elevation cutter cutter conventional reamer cutter illustrate cutter cross showing modification cutter cutter b pair showing test conventional reamer b similar pair showing test reamer cutter exemplary drilling underreamer drill string', 'string drilling rig borehole upper borehole lined casing drill string connected drill bit underreamer expanded beneath cased section drill string rotated drill bit pilot hole reamer simultaneously pilot hole diameter borehole drilling rig provided', 'provided drilling fluid supply drill string reamer drill bit drilling fluid reamer annulus drill string surface rest drilling fluid drill bit annulus drill string surface distance reamer foot hole fixed pilot hole enlarged borehole extended', 'extended downwardly simultaneously possible reamer attached drill bit hole reamer similar manner enlarge borehole position expanded position generally cylindrical body central drilling fluid body upper lower connection drilling intermediately', 'connection formed body spaced apart azimuthally axis recess cutter position general block attached cutting block perspective elevation block face wall borehole extend angle axis engage sides recess guide mechanism block upwardly relative body', 'body radially outwardly position extend radially outwardly body outer face block onwards spring block position spring disposed spring cavity covered spring retainer locked position upper cap stop ring provided lower end spring spring position drive', 'drive ring provided piston piston cavity attached drive ring piston able axially inner mandrel innermost slidingly lower retainer lower retainer allow drilling fluid flow piston chamber piston piston inner mandrel body lower cap stop downward axial', 'axial movement piston cap connected body lower retainer respectively sealing engagement provided lower cap body threaded connection provided upper cap inner mandrel upper cap body upper cap body inner mandrel operation drilling fluid path lower', 'lower retainer path piston chamber differential fluid fluid borehole annulus surrounding piston axially upwardly position position small flow pass piston chamber annulus expand piston axially upwardly drive ring axially upwardly drive ring', 'ring simultaneously axially upwardly radially outwardly slide driven upwardly outwardly unison expanded position movement eventually contact spring retainer spring fully compressed retainer stop travel provision adjustment maximum travel spring', 'spring retainer body wrench slot provided upper cap spring retainer room wrench inserted adjust position spring retainer body maximum expanded diameter reamer surface upper cap lock spring retainer positioned perspective view cutter block elevation', 'elevation block block upper lower cutting hard surfaced mounted poly crystalline diamond disc diamond binder end cylindrical body mass tungsten carbide binder body structure block hard face provided block cutting region leading row row best seen', 'best seen attachment block leaves adjacent row positioned face leading row sake simplicity conventional construction block leading row steel intermediate main structure cutting block similarly row steel main structure block cutting lie axial block', 'block axially middle section pad pad generally smooth surface positioned face slide borehole wall increase resistance wear pad hard tungsten carbide flush surface surface pad facing borehole wall surface axis parallel axis radius equal gauge radius', 'radius fully expanded cutter block radially outwards central axis upper lower cutting relative axis curved projection outwards axis block adjacent middle section pad reamer advanced downwardly hole enlarge hole curved lower cutting work cutting', 'cutting formation rock place drill string advanced schematically reamer enlarge borehole time operation borehole reamer attached drill string similar arrangement drill bit expansion reamer fairly short enlarged diameter enlarged borehole elongated', 'elongated downwardly advancing drill string reamer downwardly enlarged extended upwardly cutting remove formation rock upwardly drill string conventional reamer cutting identical similar size shape variation reamer cutting differ axial cutting', 'cutting elevation seen cutting general structure similar size shape axial length upper lower curved cutting radial distance axis axial axially middle cutting middle cutting block pad positioned middle section block block pad middle section block', 'block block pad approximately halfway middle section block middle cutting region single row radial distance axis section outer maximum radial distance axis gauge radius fully expanded lie line aa chain dotted approximately surface pad case block', 'block middle section block cutting consequence arrangement axial length cutter comparison outer cutter identical conventional reamer course positioned reamer axis diagram notional surface swept cutter reamer band swept exclusively consequence expand', 'expand expansion blocked smooth pressing wall borehole cutting viable option reamer kept position borehole enlarge cylindrical borehole greater diameter allow expansion conventional approach position outer radial distance axis slightly outermost', 'outermost cutting extend gauge slightly gauge similar diagram outer cutter seen diagram axially length lower edge pad block upper edge pad block axial extent pad block cutting region block pad block axially cutting region block consequently barrel', 'barrel shaped notional surface swept cutter rotate swept exclusively geometry outer lying line aa align surface gauge axial possible expand cutting possibility position gauge conventional region borehole wall exclusively reamer expanded expansion', 'expansion place rapidly conventional reamer possibility position gauge smaller customary arrangement vibration reduced close gauge expansion accomplished acceptably short time variation arrangement axially middle section block pad middle section', 'section possibility cutter axially lower edge pad block slightly upper edge pad block consequence notional surface swept rotating narrow band swept exclusively axial extent band small axial length pad prevent expansion cutter expansion slight axial', 'axial movement reamer arrangement cutter block smaller axial extent additional cutting region arrangement cutting positioned axis reamer identical identical upper slightly lower lead notional surface swept rotating band swept exclusively possibility', 'cutter upper lower cutting axially middle section entirely pad identical likewise upper lower cutting block axially middle section pad instead cutting region single row expansion reamer able enlarge borehole allow expansion cutter subsequently axial', 'axial advance reamer single pad borehole wall reamer centrally hole variation arrangement identical block cross showing surface borehole wall axial edge leading edge rotation reamer plane surface curved surface serving reduce shock impact roughness', 'roughness projecting borehole wall reduce vibration slightly cutter generally similar radially outer disc face transverse plane paper line radially outermost surface gauge radius fully expanded approximately outermost experimental testing test', 'test borehole rock drilling drill bit end reamer higher reamer cutter conventional construction undergauge axial position cutting drill reamer drill bit motion drill bit reamer analysis motion vibration high amplitude high lateral vibration reamer', 'reamer data movement reamer drill string interfering proper motion drill bit subsequently remote camera borehole revealed borehole wall deep helical extending outside gauge radius fully expanded reamer test test rig compare cutting fully expanded', 'expanded position conventional reamer gauge axial position cutting reamer gauge axial position cutting reamer gauge axial cutting ream rock conventional reamer transition apparently satisfactory rotating strongly vibrating low rate penetration', 'vibration reduced increasing weight applied reamer phenomenon occur gauge rate penetration dependent weight applied reamer vibration gauge lesser amplitude vibration conventional reamer subsequent examination rock reamer produced cylindrical hole', 'hole smoother wall produced conventional reamer pattern helical wall test test rig compare cutting movable retracted expanded hydraulic drill string reamer manner reamer conventional reamer undergauge axial position cutting b reamer cutter gauge', 'gauge axial cutting cutter longer lower edge gauge pad block slightly upper edge gauge pad block similarly lower edge gauge pad block slightly upper edge gauge pad block numeral mounting reamer b fitted motion monitor vibration monitor radial', 'radial expansion cutter testing reamer drill string inserted previously hole heterogenous rock formation drill string rotated hydraulic drill string expand cutter cutter expanded fully hole reamer enlarged original diameter diameter drill string', 'string advanced axially enlarging length hole diameter b significant conventional reamer horizontal axis time starting point experimental test hydraulic trace upper graph position cutter trace seen rising hydraulic initially expanded contact wall', 'wall hole took place psi contact hole horizontal line hydraulic reach constant psi cutter progressively expanded trace enlarging hole fully expanded position point horizontal line expansion drill string advanced axially lateral vibration lower graph', 'graph b plot measured lateral relative magnitude free fall acceleration gravity surface g b reamer accordance hydraulic cutter expanded contact wall previously hole progressively expanded reach fully expanded position line reamer gauge gauge axial', 'axial able expand enlarging borehole similar length time expansion conventional reamer expansion cutter drill string advanced axially measured vibration b magnitude lateral vibration rose briefly axial advance settled value varied exemplify', 'exemplify individual combination specifically']	70	[26, -1, 26, 26, -1, 0, 0, 0, 0, 0, 26, 0, 0, 0, 0, 26, 0, -1, 0, 7, 26, -1, 26, 26, 26, 26, -1, 0, 0, -1, 0, -1, -1, -1, -1, 0, 0, 0, -1, -1, -1, -1, -1, 0, 0, 0, 26, 26, 26, -1, 26, 26, -1, 26, 26, 26, -1, -1, -1, 0, -1, -1, -1, 26, 0, 0, 0, 0, 0, 16]	['cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.22175851672107522, 0.009980873862195391, 0.06643679537055139, 0.04471413457931024, 0.009600142519979694, 0.005950599715267199, 0.005040868164076896, 0.012902980361375601, 0.004343548492760245, 0.005545090897946451, 0.007699796247631841, 0.007862169743287338, 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'26_cutting_pad_axial_axis', '7_bound_lower_multiplex_variation', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	coarse ascertain port surface radius prolongation bound sleeve basis edge information flow operation perturbation axial depth given axis drive spirit meaning string foregoing block slightly data drilling original comply operable appreciate pump drill radially torque axially control depart equivalent cutting reduced quickly applicant region abstract approximately piston limit valve multiplex understand sat stated running upper interpret model vibration eccentric variation exclusively learning rotary dry production equipment reamer reservoir cutter lower disclosed fluid gauge casing bit time possibility pad distance controller solution speed mud preceding middle realize position person reader radial outlet formation	intention drilling pipe practical solver comply reduce exemplify pump variation rock radius prolongation determined drill radially axially cutting reduced stroke seismic axial tubing reduction designing reamer inventive slide minimization approximate borehole teaching geologic hydraulic piston cutter valve brief cavity communicating radial oil reducing cement foregoing	drilling casing original model eccentric vibration comply operable possibility pad pump port exclusively distance learning rotary controller dry prolongation torque depart flow reduced equipment quickly applicant depth speed abstract reamer mud upper reservoir preceding middle cutter multiplex disclosed spirit radial reader string foregoing sat gauge running formation	data drilling coarse interpret model time eccentric vibration operable appreciate pad pump variation surface drill dry bound depart information equivalent cutting operation region axial speed perturbation abstract reamer reservoir axis middle cutter lower multiplex position spirit person radial reader fluid string meaning outlet foregoing gauge formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Radially and Axially Aligned Cutter Pad Cutting in Borehole Reamer', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['outermost cutting extend gauge slightly gauge similar diagram outer cutter seen diagram axially length lower edge pad block upper edge pad block axial extent pad block cutting region block pad block axially cutting region block consequently barrel', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'radially outwardly central axis differ cutting thereon cutting region pad difference presence axial position pad thereon arrangement presence axial axial length pad cutting possibly possibly axial length pad cutting cutting region attached borehole', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'axial length pad cutting axial length pad cutting axial length pad cutting preceding cutting region axially radially relative axis preceding cutting region axially radially relative axis region axially relative axis pad cutting region radial', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation']
'US2017114613A1'	'Well re-stimulation'	['E21B41/0092', 'G06Q10/06', 'E21B49/008', 'E21B43/26', 'E21B43/267', 'E21B49/00', 'G01V20/00', 'G01V99/005']	['Methods relating to program engineering, design or optimisation', 'Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by injection test; by analysing pressure variations in an injection or production test, e.g. for estimating the skin factor', 'Methods for stimulating production by forming crevices or fractures', 'Methods for stimulating production by forming crevices or fractures reinforcing fractures by propping', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells', 'No data available', 'Geomodels or geomodelling, not related to particular measurements']	2015-10-22T13:00:00Z	['Bruno Lecerf', 'Brian Sinosic', 'Hongren Gu', 'Rajgopal V. Malpani', 'Brian D. Clark', 'Dmitriy Usoltsev']	['Schlumberger Technology Corp']	['restimulation instantaneous guide design execution pore optional cluster determined start goal correspond undepleted formation target versus range pore formation goal range diversion designed accordance design measured stage end target subsequent', 'design closely match schedule restimulation penetrating subterranean formation goal range instantaneous previous stimulation goal range minimum maximum undepleted formation b pore cluster start restimulation c target versus progression target', 'target minimum target value equal greater pore formation start restimulation formation maximum target value goal range end restimulation undepleted designing diversion schedule schedule diversion squeeze rate diversion pill volume target value end', 'value end respective stage e designing schedule design schedule pump rate pad volume loading total placement respective stage f diversion pill placement schedule e diversion schedule g measuring end h measured g target value c diversion schedule', 'schedule schedule e combination subsequent determine stage connected plugged diversion pill minimum stress unstimulated calculate respective calculated target value obtain difference difference greater diversion schedule comparison modification', 'difference flow rate unplugged perforation cluster stage flow fluid unplugged fraction plugged diversion squeeze rate preferably diversion pill volume diverting plug perforation preferably user input fraction plugged flow rate perforation cluster', 'cluster squeeze rate subsequent initiation propagation geometry net diversion indication effect stress interval value diversion relative change taking fluid cluster characterization user selected perforation diameter perforation coefficient spacing', 'spacing adjacent gradient zone adjacent cluster calculation net preferably psi minimum cluster stress e dividing target low value group high value group optionally intermediate value calculating average stage designing schedule selected total mass', 'mass schedule calculate representative geometry conductivity calculated geometry conductivity target geometry conductivity comparison unsatisfactory schedule comparison modification comparison satisfactory e dividing target low value group high', 'high value group optionally intermediate value calculating average stage calculating cluster selected total mass fraction total mass designing schedule group cluster versus stage curve data previous stimulation establishment target versus', 'versus progression c stage dividing target low value group high value group optionally intermediate value average average group stage calculating diversion pill volume respective stage verify initiation diversion pill respective determine minimum', 'minimum cluster stress respective calculate respective function determined minimum cluster stress initiation propagation geometry net diversion indication effect stress interval value diversion relative change taking fluid cluster characterization', 'user selected perforation diameter perforation coefficient spacing adjacent gradient zone adjacent cluster e calculating cluster selected total mass fraction total mass designing schedule e combination location modeling propagation e stage modeling', 'modeling injection diversion pill stage calculating g end stage iteration iteration b combination iteration calculated g target value obtain difference difference greater diversion schedule comparison diversion schedule modification difference', 'iteration b propagation model target design e propagation comparison unsatisfactory schedule e propagation comparison schedule modification propagation comparison satisfactory b starting mechanical property formation lateral offset reservoir', 'reservoir selected vertical ratio horizontal ratio modulus vertical direction modulus horizontal direction initial reservoir formation calculating initial stress distribution lateral determined mechanical reservoir geometry calculate geometry', 'geometry conductivity determined mechanical determined reservoir calculated stress distribution previous stimulation reservoir production previous stimulation start restimulation match actual production history data calculate reservoir field start', 'start restimulation calculated geometry conductivity reservoir field calculate formation stress field start restimulation b mechanical property formation lateral offset reservoir selected vertical ratio horizontal ratio modulus vertical direction', 'direction modulus horizontal direction statistical distribution mechanical property measured calculating h h e h e v v v v h p r reservoir pore eh horizontal vertical h v horizontal vertical constant calculated p r distribution initial reservoir', 'reservoir pore preferably previous stimulation p r distribution current pore preferably production data respective undepleted formation respectively b calculating h h e h e v v v v h p r p r reservoir pore e h e v horizontal vertical h v horizontal', 'vertical constant average representative nearby pilot nearby offset combination distribution calculated p r statistical distribution reservoir pore initial reservoir prior previous stimulation known current pore production data stress distribution', 'respective goal range previous stimulation minimum target value c test volume shutting measuring test volume volume subsequent formation ultimate undepleted formation f h short formation relative long undepleted formation f h undepleted formation', 'formation cumulative weight total measured g maximum goal value undertaking remedial restimulation penetrating formation goal range instantaneous previous stimulation goal range minimum maximum undepleted formation b optionally pore cluster start', 'start restimulation c target versus progression target minimum target value equal greater pore formation start restimulation formation maximum target value goal range end restimulation undepleted designing diversion schedule schedule diversion', 'diversion squeeze rate diversion pill volume target value end respective stage e designing schedule design schedule pump rate pad volume loading total placement respective stage f diversion pill placement schedule e diversion schedule g measuring', 'measuring end h measured g target value c diversion schedule schedule e combination subsequent versus stage curve data previous stimulation optionally versus stage curve establishment target versus progression c stage dividing target low value group', 'group high value group optionally intermediate value preferably intermediate value low value group high value group gap undepleted average optionally considering production data depletion production data nearby offset depletion nearby offset average', 'average group stage calculating diversion pill volume respective stage restimulation penetrating formation designing diversion schedule schedule target value end respective stage b designing schedule design c diversion pill placement schedule b', 'b diversion schedule measuring end e measured target value diversion schedule schedule b combination subsequent cross related background operation history previous stimulation level production declined usually economic limit boost production higher', 'higher level make economic restimulation usually involve added restimulation usually hydraulic isolation inside diversion sequence disclosed pat pat pat enable multistage isolation inside stage design diversion remains considerable challenge', 'challenge industry meet criteria production designed address production premature damage refer old designed restore conductivity old involve old refer production insufficient contact rock unexpectedly low reservoir drainage volume case focus rock', 'rock previous refer rock criterion overall cost economic proportional production improvement realistic sophisticated completion excessive sand fluid excessive horsepower unrealistic previous candidate recognition selection suitable l p al', 'l p al restimulation candidate selection optimization r e approach refracture multiple zone slurry al shale horizontal case study shale refracture diversion technique industry ongoing need development improvement design execute accordance criteria', 'criteria relate design execute wide range strategy fluid diversion isolate region direct fluid place old rock previously hydraulically depletion status applicable economic instantaneous shut old rock combination guide stage design execution', 'execution depending availability data pore cluster optionally determined start goal undepleted formation target versus progression stage beginning diversion designed available information end stage appreciably design subsequent closely match', 'match designed schedule restimulation penetrating formation designing diversion schedule schedule target value end respective stage designing schedule design diversion pill placement schedule diversion schedule measuring end measured', 'measured unsatisfactorily target value diversion schedule schedule combination subsequent brief graphically range instantaneous shut initial setting target undepleted later value stage representative pore region representative graphically sequential', 'accordance diagram involved stage design implementation accordance diagram involved stage design implementation accordance diagram involved stage design implementation accordance diagram involved stage design implementation accordance diagram', 'diagram involved stage design implementation accordance diagram cluster stress reservoir accordance diagram cluster stress statistical distribution mechanical accordance diagram cluster stress statistical distribution pore accordance graphically', 'exemplary diversion target profile versus stage designed accordance schematic diagram adjustment stage design measured accordance graph initial completion stress histogram undepleted progression graph upper heel formation refer relative direction', 'direction location near going surface flow point lower toe refer relative direction location near going hole flow point regardless actual physical orientation vertical horizontal downwardly upwardly sloped enhance production oil gas lateral', 'lateral previously hydraulic stimulation fluid high open previously initial production surface force area closed tree bop stack instantaneous immediately cessation fluid pore reservoir reservoir subsurface body rock sufficient porosity permeability', 'store transmit drop reservoir hydrocarbon resulting production egress reservoir region isolated section reservoir adjacent main body reservoir undepleted region section reservoir adjacent substantially initial reservoir initial reservoir reservoir', 'reservoir prior production body rock sufficiently distinctive generally rock borehole deep hole shaft sunk earth obtain water oil gas brine offset close information borehole extending surface formed drilling cased uncased branch main borehole pipe', 'pipe place casing string extend instead anchored suspended inside previous casing string section lateral perforation sequence schedule diversion pill schedule sequence volume rate composition concentration fluid optional pad optional optional flush', 'flush mixed fluid hold open hydraulic diversion pill schedule simply diversion sequence volume rate composition concentration diversion fluid preceding relatively small quantity special blend drilling fluid accomplish task regular drilling fluid', 'fluid perform diversion substance agent achieve diversion stimulation similar injection chemical diverter turn flow direction act causing turn flow direction diversion relatively small quantity special fluid blend direct divert flow fluid turn flow', 'turn flow direction diversion mechanical solid fluid plug fully subterranean formation diversion target objective aggressiveness conservativeness increase progress objective conductivity geometry length height width degree complexity collection data', 'data similar communication tunnel casing liner reservoir formation flow stimulation oil gas production perforation group nearby similar cluster stress perforation cluster crack surface breakage rock come existence begin operating establish ascertain', 'ascertain definitely consideration investigation calculation work structure sketch outline pattern action begin ascertain value quantity extent size degree property instrument roughly calculate judge value quantity extent size degree property alter', 'alter slightly achieve desired fit appearance result develop mathematical language develop mathematical model create representation model physical situation determine mathematically estimate measure note similarity dissimilarity make sure', 'make sure demonstrate true accurate confirm substantiate data calculation computer information produced calculation computation computer make minor typically improve make extreme movement development destination advanced especially gradually', 'gradually succession series beginning prior beginning restimulation reservoir formation beginning prior production candidate hydraulic horizontal lateral exhibit depletion highly uneven lateral tight desired create effective undepleted previously', 'rock pore close initial reservoir create short wide moderately initial lost conductivity near area create little place mass undepleted degree depletion directly magnitude reservoir pore reflected formation stress correlation stress pore h e h e v v', 'e h e v v v v h p r h formation stress reservoir pore eh horizontal vertical h v horizontal vertical constant hydraulic instantaneous closely related magnitude stress proxy pore key parameter stage design implementation real time diagnosis', 'diagnosis effectiveness initial threshold goal undepleted usually range lower upper initial lower bound minimum goal value desired value stress pore undepleted region hand stage stress region measured injection test small volume fluid assumed', 'assumed injection fluid initially enter stress zone usual heterogeneity rock horizontal uneven initial uniform inside stage resistance subsequent diversion technique increasingly high low high create effective time risk account progression versus', 'versus stage stimulation initial progression relatively aggressive undepleted progression conservative relatively diverter sequence illustration placement ball overview stage design implementation accordance task goal range established minimum', 'minimum maximum initial multistage previous original stimulation goal range undepleted formation minimum range magnitude undepleted region maximum goal range upper limit stage higher upper limit occur require remedial task pore cluster start', 'start restimulation determined depending available information general mechanical property formation lateral sonic offset pilot formation pore measured determined production history assumed pore reservoir uniform prior production initial stress', 'stress distribution calculated lateral pore start measured previous production history current reservoir field calculated depletion reservoir pore field stress function pore current stress field calculated operation target versus progression stage', 'stage stage established target range minimum target value equal greater pore formation start restimulation stage maximum target value goal range undepleted end restimulation ultimate target minimum maximum stage band uncertainty target value met', 'value met desired low bound profile injection test small volume fluid measure start diversion strategy designed operation schedule operation separately simultaneously joint design operation setting diversion target profile diversion squeeze rate', 'rate diversion pill volume stage diverter diverter ultimate stage usually penultimate operation setting schedule pump rate pad fluid volume concentration ramp loading schedule total placement stage normally stage hold open stage schedule diversion', 'diversion strategy schedule depending available data initiation schedule diversion schedule task value diversion end target stage desired target value determined unsatisfactory margin subsequent real time better meet target subsequent proportion', 'difference measured target initiation redesign task correspondence necessarily identical illustrate stage design implementation operation simulator simulator available technology corporation simulator simulator fast computer program determine', 'determine initiation flow rate distribution perforation cluster plugging diverter mass momentum conservation algorithm entry k al designing horizontal shale gas calculate flow distribution interval simulator operation completion cluster design', 'design gradient cluster diverting plug perforation total diversion diverting pill sequence computation flow rate perforation cluster stage diversion rate diverting pill flow fluid computation perforation plugging progression fraction plugged consume', 'consume diverting pill user input quantity plug perforation size diverting pill squeeze rate fraction plugged computation flow rate perforation cluster squeezing rate rate subsequent stage employed single ignore propagation geometry net diversion', 'diversion affect level accuracy impair ability sensitize draw valuable simulator understand effect stress interval value diversion relative change taking fluid cluster design diameter perforation coefficient spacing cluster gradient zone adjacent', 'adjacent cluster goal established task cluster determined operation establishment goal operation diversion design operation cluster initial pill stage design input location pill stage stage minimum cluster stress stage minimum cluster stress stage', 'stage proxy calculate stage result operation stress usually magnitude difference stress net net input approximately psi added minimum cluster obtain calculated stage curve diversion target profile decision operation progression target acceptable', 'deviation pill stage design output pill volume input repeated target met schedule design operation stage divided task low middle high value decision split gap clear gap low stress region high stress undepleted region selected high group plateau', 'plateau stage curve curve high stress undepleted group average stage total mass input main cost initial pump schedule single cluster designed group task single group representative geometry conductivity group geometry conductivity target group', 'group decision operation comparison satisfactory pump schedule design output pump repeated target met initiation real time carried correspondence necessarily identical goal established task cluster determined operation establishment goal operation', 'operation diversion design operation cluster initial pill stage design input location pill stage stage minimum cluster stress stage minimum cluster stress stage proxy calculate stage result operation stress usually magnitude difference stress net', 'net net input input approximately psi added minimum cluster obtain calculated stage curve diversion target profile decision operation progression target acceptable deviation pill stage design output pill volume input repeated target met schedule', 'schedule design operation stage divided task average stage identical manner obtain geometry conductivity mass cluster assigned task total mass input input percent mass group experience similar previous little assigned low relatively moderate', 'moderate midrange likely initial relatively large highest undepleted optional single cluster desired group verify geometry conductivity consistent design group average known group stage schedule product average stage stage pump schedule design group', 'group output straightforward initiation real time carried correspondence necessarily identical goal established task cluster optionally determined operation minimum data experience empirical knowledge operation optional optional extent stage curve', 'curve operation data previous offset pump shutdown end stage offset stage curve input diversion target profile progression diversion design operation stage divided task low middle high value decision split gap clear gap low stress region high stress', 'stress undepleted region selected high group plateau stage curve curve high stress undepleted information production data percent depletion lateral data similar offset percent group task total lateral known group determined average stage calculated', 'group task stage pill volume group calculated average plugged stage pill design group output optional calculation pill design input verify accuracy stage curve design schedule design operation similar task stage group determined task mass cluster', 'cluster assigned task total mass input input percent mass group experience similar previous little assigned low relatively moderate midrange likely initial relatively large highest undepleted optional single cluster desired group verify geometry', 'geometry conductivity consistent design group average known group stage schedule product average stage stage pump schedule design group output straightforward initiation real time carried correspondence necessarily identical goal established task', 'task cluster determined operation available data enable reservoir ideal case desired data design available overlap concurrent simultaneous current pore stress field operation initiation propagation multiple perforation perforation large given pump', 'pump rate quantity location mass conservation momentum conservation pump rate cluster propagation initial stage pump schedule design task input total mass geometry conductivity initial stage pill design injection diversion pill initial pill volume', 'volume plugged diversion pill calculated operation end pill injection pump rate zero pump shutdown pump schedule design pill design entire stage output target stage curve operation target value stage decision operation pill design output initial', 'initial pill design operation run simultaneously concurrently geometry conductivity output target design decision operation comparison satisfactory stage pump schedule design stage output fluid initial pump schedule design task run repeated pill', 'pill design pump schedule design entire diversion target profile target desired undepleted initiation real time carried cluster simple interpolation stress field cluster lateral task mechanical vertical horizontal available data sonic task initial', 'initial reservoir generally assumed uniform unproduced reservoir available data initial drilling initial completion data prior production production data start production operation initial stress lateral calculated mechanical pore initial stress', 'stress distribution entire domain mechanical geological initial rock stress distribution actual measured initial geometry conductivity calculated reservoir reservoir production initial production rate match actual production history data calculate', 'calculate reservoir field start restimulation calculate current stress field output cluster stress determined stress field task statistical distribution rock mechanical lateral input determine cluster mechanical lateral available data sonic usually', 'usually possibly initial offset field task statistical measured initial pore data input known reservoir production initial current pore task production data percent depletion lateral task production data mechanical pore stress h calculated task h e', 'task h e h e v v v v h p r reservoir pore eh horizontal vertical h v horizontal vertical constant pore initial pore undepleted region current pore task region stress pore assigned percent depletion lateral task cluster statistical distribution pore', 'pore lateral determined task initial pore assumed known input current pore production data statistical distribution task upper lower bound pore average representative ration modulus input data source date nearby pilot offset calculate stress', 'stress distribution operation pore distribution average mechanical stress distribution assigned task representative stage curve course combination permutation add uncertainty band stage curve establish target serve guide depending measured end stage', 'end stage subsequent design better meet target curve adjustment stage design measured beginning injection test small volume fluid volume stage obtain measured low bound lower bound measured value outside uncertainty band stage task stage pill', 'pill measured end stage decision operation measured curve measured value uncertainty band pill volume kept designed task proceeds task stage measured measured band operation proceeds task pill volume reduced stage task measured band operation', 'operation proceeds task pill volume stage task decision operation adjustment pill volume repeated subsequent listing generally restimulation restimulation penetrating formation goal range instantaneous previous stimulation goal range minimum maximum', 'maximum undepleted formation b pore cluster start restimulation c target versus progression target minimum target value equal greater pore formation start restimulation formation maximum target value goal range end restimulation undepleted designing', 'designing diversion schedule schedule diversion squeeze rate diversion pill volume target value end respective stage e designing schedule design schedule pump rate pad volume loading total placement respective stage f diversion pill placement', 'placement schedule e diversion schedule g measuring end h measured g target value c diversion schedule schedule e combination subsequent optionally proportion difference measured target value determine initiation diversion pill respective determine', 'determine minimum cluster stress respective calculate respective function determined minimum cluster stress calculated target value obtain difference difference greater diversion schedule comparison modification difference flow rate unplugged', 'unplugged perforation cluster stage flow fluid unplugged fraction plugged diversion squeeze rate diversion pill volume diverting plug perforation preferably user input fraction plugged flow rate perforation cluster squeeze rate subsequent initiation', 'propagation geometry net diversion indication effect stress interval value diversion relative change taking fluid cluster characterization user selected perforation diameter perforation coefficient spacing adjacent gradient zone adjacent cluster', 'cluster calculation net psi minimum cluster stress e dividing target low value group high value group optionally intermediate value intermediate value low value group high value group gap undepleted calculating average stage designing schedule', 'schedule selected total mass designed schedule calculate representative geometry conductivity calculated geometry conductivity target geometry conductivity comparison unsatisfactory schedule comparison schedule modification comparison satisfactory e', 'e dividing target low value group high value group optionally intermediate value preferably intermediate value group low value group high value group gap undepleted calculating average stage calculating cluster selected total mass fraction total', 'total mass designing schedule group cluster versus stage curve data previous stimulation optionally versus stage curve establishment target versus progression c stage dividing target low value group high value group optionally intermediate value', 'value preferably intermediate value low value group high value group gap undepleted average optionally considering production data depletion production data nearby offset depletion nearby offset average group stage calculating diversion pill volume', 'volume respective stage verify initiation diversion pill respective determine minimum cluster stress respective calculate respective function determined minimum cluster stress calculated stage target value obtain difference difference greater', 'greater diversion schedule comparison diversion schedule modification difference flow rate unplugged perforation cluster stage flow fluid unplugged fraction plugged diversion squeeze rate preferably diversion pill volume diverting plug perforation', 'preferably user input fraction plugged flow rate perforation cluster squeeze rate subsequent initiation propagation geometry net diversion indication effect stress interval value diversion relative change taking fluid cluster characterization user', 'user selected perforation diameter perforation coefficient spacing adjacent gradient zone adjacent cluster e calculating cluster selected total mass fraction total mass designing schedule e combination location modeling propagation e stage modeling', 'modeling injection diversion pill stage calculating g end stage iteration iteration b combination iteration calculated g target value obtain difference difference greater diversion schedule comparison diversion schedule modification difference', 'iteration b propagation model target design e propagation comparison unsatisfactory schedule e propagation comparison schedule modification propagation comparison satisfactory b starting mechanical property formation lateral selected ratio modulus', 'modulus vertical direction modulus horizontal direction sonic initial reservoir formation assuming uniform reservoir prior production calculating initial stress distribution lateral determined mechanical reservoir model geometry calculate geometry', 'geometry conductivity determined mechanical determined reservoir calculated stress distribution previous stimulation reservoir production previous stimulation start restimulation match actual production history data calculate reservoir field start', 'start restimulation calculated geometry conductivity reservoir field calculate formation stress field start restimulation b mechanical property formation lateral offset reservoir selected vertical ratio horizontal ratio modulus vertical direction', 'direction modulus horizontal direction sonic statistical distribution mechanical property measured calculating h h e h e v v v v h p r reservoir pore eh horizontal vertical h v horizontal vertical constant calculated p r distribution initial', 'initial reservoir pore preferably previous stimulation p r distribution current pore preferably production data respective undepleted formation respectively b calculating h h e h e v v v v h p r reservoir pore eh horizontal vertical h v horizontal', 'vertical constant average representative nearby pilot nearby offset combination distribution calculated p r statistical distribution reservoir pore initial reservoir prior previous stimulation known current pore production data stress distribution', 'respective goal range previous stimulation minimum target value c test volume shutting measuring test volume volume restimulation penetrating formation goal range instantaneous previous stimulation goal range minimum maximum undepleted formation b', 'b optionally pore cluster start restimulation c target versus progression target minimum target value equal greater pore formation start restimulation formation maximum target value goal range end restimulation undepleted designing diversion', 'diversion schedule schedule diversion squeeze rate diversion pill volume target value end respective stage e designing schedule design schedule pump rate pad volume loading total placement respective stage f diversion pill placement schedule e', 'e diversion schedule g measuring end h measured g target value c diversion schedule schedule e combination subsequent optionally proportion difference measured target value versus stage curve data previous stimulation optionally versus stage curve', 'curve establishment target versus progression c stage dividing target low value group high value group optionally intermediate value preferably intermediate value low value group high value group gap undepleted average optionally considering', 'production data depletion production data nearby offset depletion nearby offset average group stage calculating diversion pill volume respective stage subsequent formation ultimate undepleted formation f h short formation relative long undepleted', 'formation f h undepleted formation cumulative weight total measured g maximum goal value undertaking remedial possible nonlimiting provided illustrate generally horizontal lateral instantaneous original completion matter course typical lateral', 'lateral ranging psi original undrained condition consistent pore gradient small reservoir single variation reflect elastic rock depletion pore reservoir significantly reservoir drained original inadequately original completion case perforation stage', 'stage total perforation performance historical production logging data assumed successfully original stimulation untreated undepleted near initial reservoir addition design approach initial stimulation design approach closer version case perforation', 'added cluster original lateral assumed communicate formation near initial reservoir pore estimate condition lateral prior similar variation elastic rock original pore psi original stimulation assumed design total perforation pore psi approximately', 'psi flowing time restimulation condition prior stress histogram seen light unstimulated heavy estimation stress condition design basis diversion strategy appropriate pill goal pump smaller rock higher low experience approximately time target lateral', 'lateral approximately diversion perforation cluster mass diversion low section calculated diversion approximately diversion diversion pill end assumption approximately stage additional target higher rock similar mass diversion diversion stage', 'stage staging strategy design hand schedule stage initial estimate experience low targeted cluster high cluster sand table table respectively table schedule low pump slurry stage rate fluid clean fluid volume time type gal min gel pad gel gel gel', 'gel gel gel spacer gel gel gel gel spacer diversion pill gel spacer flush total table schedule high pump slurry stage rate fluid clean fluid volume time type gal min gel pad gel gel gel gel spacer gel gel gel gel gel gel spacer broad band gel spacer', 'spacer flush total real time execution methodology diverter schedule designed plan end stage end stage considered low target diversion measured relatively high diversion reduced subsequent diversion initial initial reservoir pore range blocking', 'blocking prematurely prior reservoir desired level initial lower original accounting metric range initial reservoir pore range accounting metric total range original initial reservoir pore range appreciate possible materially specifically', 'combination permutation cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly', 'expressly function']	141	[9, 9, 9, 9, 9, -1, -1, 9, -1, 9, 9, -1, -1, 9, -1, 3, 3, 3, 3, -1, 3, 9, 9, 9, 9, 9, -1, 9, -1, -1, 0, -1, -1, -1, 9, 9, 7, -1, -1, -1, 2, -1, -1, 2, -1, -1, -1, -1, 2, 3, -1, -1, -1, -1, -1, 9, -1, -1, 9, 3, 3, 9, -1, 9, -1, 30, -1, 9, 9, -1, 9, -1, 9, -1, 30, 9, 9, 30, -1, 30, -1, -1, 9, -1, 30, -1, 9, 9, 9, 9, -1, -1, 3, 3, -1, -1, -1, 9, 9, 9, 9, 9, 9, -1, -1, -1, 9, -1, 9, 9, 9, 9, 9, -1, -1, 9, -1, 3, 3, 3, 3, -1, 3, 9, 9, 9, 9, 9, 9, 9, -1, -1, 3, 9, 9, -1, -1, 9, 7, 48, 16]	['stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective 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decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'stage diversion schedule pill value target undepleted goal design cluster restimulation minimum group volume respective designing versus task range stress', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand 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-0.2821367681026459, -0.115446075797081, -0.08806910365819931, -0.5394216179847717, 0.565717875957489, 0.23512817919254303, 0.013433687388896942, -0.291520357131958, -0.03782917186617851, -0.06934846192598343, -0.16958557069301605, -0.2982012629508972]	[-0.7830868 -0.18133672 0.46990618 ... -0.1020871 -0.30460775 -0.20359679]	['16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '9_stage_diversion_schedule_pill', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	coarse ascertain environment curve initiation port surface prolongation bound sleeve improvement basis helical invoke modeling information flow operation perturbation task depth designing range sweet given user repetition secure structural drive physics selected spirit meaning clarity string observation foregoing block identical materially direct design data drilling schedule original comply cover operable appreciate goal petroleum relationship necessarily pump drill acoustic torque control parameter depart equivalent dictate reduced minimum quickly decision applicant abstract digital expressly express geologic approximately piston stress limit spectral valve respective multiplex domain volume understand sat stated signal versus running group interpret model vibration eccentric simplicity wooden test variation restimulation learning rotary dry production paragraph pill equipment seismic reservoir score lower disclosed subterranean diagram module fluid undepleted receiver geological intention value casing bit sampling apparatus time feature fitting diversion stage conditioner optional inversion rock controller unlabeled target contact solution cluster speed mud view cylindrical preceding analysis similar realize nail person position function reader outlet repeat screw formation	operating prolongation improvement helical prediction hydrocarbon reduction designing minimization approximate secure structural teaching hydraulic stable physics injection communicating matrix clarity cement logic foregoing fixing identical drilling data schedule pipe comply petroleum dividing pump determined drill reduced straightforward geologic piston spectral valve modification projection solver simplicity wooden exemplify variation restimulation remedial pill seismic calculation inventive comparator routine borehole fluid shale geological intention sampling practical reduce rock completion tubing cylindrical analysis slide spectrometry similar brief cavity nail geophysical reducing oil routinely simplify calculating	environment initiation port prolongation improvement helical flow depth repetition secure structural physics spirit string foregoing identical direct drilling data schedule original comply operable cover goal petroleum relationship pump acoustic torque parameter depart reduced quickly applicant abstract express stress spectral multiplex domain sat running group model eccentric vibration wooden test restimulation learning rotary dry pill equipment seismic reservoir score disclosed subterranean diagram fluid undepleted receiver geological casing sampling feature diversion stage conditioner optional controller unlabeled target speed mud preceding nail function reader screw formation	coarse curve surface bound improvement helical modeling information operation perturbation secure structural spirit meaning string clarity foregoing identical direct design data drilling schedule operable appreciate goal petroleum pump drill acoustic depart equivalent applicant abstract digital express geologic spectral multiplex interpret model eccentric vibration wooden test variation restimulation dry production pill seismic reservoir lower module fluid intention value time feature diversion stage conditioner optional rock unlabeled target contact cluster speed view similar position nail person reader outlet repeat screw formation	['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Designing Diversion Pill Placement Schedule for Restimulation Stage Under Undepleted Formation Stress', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'diversion squeeze rate diversion pill volume target value end respective stage e designing schedule design schedule pump rate pad volume loading total placement respective stage f diversion pill placement schedule e diversion schedule g measuring', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'target minimum target value equal greater pore formation start restimulation formation maximum target value goal range end restimulation undepleted designing diversion schedule schedule diversion squeeze rate diversion pill volume target value end', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'average group stage calculating diversion pill volume respective stage restimulation penetrating formation designing diversion schedule schedule target value end respective stage b designing schedule design c diversion pill placement schedule b', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US2017269262A1'	'Synthetic fractured medium and method of fabrication'	['G01V99/005', 'C03B19/06', 'C23F1/10', 'G01F1/00', 'G01N33/28', 'E21B41/00']	['Geomodels or geomodelling, not related to particular measurements', 'Other methods of shaping glass by sintering, e.g. by cold isostatic pressing of powders and subsequent sintering, by hot pressing of powders, by sintering slurries or dispersions not undergoing a liquid phase reaction', 'Etching compositions', 'Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow', 'Oils, i.e. hydrocarbon liquids', 'Equipment or details not covered by groups E21B15/00 - E21B40/00']	2017-03-16T13:00:00Z	['Raji Shankar', 'Hua Zhang', 'Albert Perez', 'JR.', 'Terizhandur S. Ramakrishnan']	['Schlumberger Technology Corp']	['consolidated porous media manufacture outer tube softening glass formed multiple sizes glass channel formed wire dissolvable outer tube sizes wire wire softening tube dissolving wire generate channel consolidated porous media outer tube softening', 'softening wire dissolvable multiple sizes softening softening wire dissolvable disposed outer tube wire wire disposed softening dissolving wire generate channel outer tube translucent transparent dissolving soaking solvent solvent nitric acid ferric', 'ferric chloride flushing water dissolving wire dissolvable tension outer tube outer tube formed quartz formed borosilicate glass wire formed metal outer tube rectangular cross section channel aperture outer tube softening glass formed multiple sizes', 'sizes glass channel outer tube glass translucent transparent outer tube formed quartz formed borosilicate glass outer tube rectangular cross section channel aperture related benefit provisional ser mar incorporated entirety technical field', 'field fabrication consolidated porous medium analysis modeling oil recovery thereto background production rock formation physical rock formation media borosilicate glass sizes borosilicate glass resulting glass replica formation rock matching', 'matching refractive indices glass glass translucent transparent flow fluid manner flow formation studied hydrocarbon fluid glass brine desired study displacement hydrocarbon brine glass provided introduce selection identify key essential matter aid', 'aid matter directed physical model earth formation physical model channel extending formed multiple sizes directed generating physical model earth formation hollow structure filling hollow structure sizes softening softening hollow structure filled', 'filled hollow structure softening softening hollow structure sinter hollow structure solvent dissolve define channel result dissolving wire result channel hollow structure quartz tube rectangular round cross section borosilicate glass metal copper', 'copper zinc tin hollow structure borosilicate glass tube glass metal wire additional disclosed conjunction provided brief diagram apparatus generating physical model earth formation rendering physical model formation apparatus dimensional rendering', 'rendering physical model earth formation channel times average pore size generally planar twice average pore size typically vertical direction aperture nonplanar locally tangential direction locally orthogonal tangential generalized curvilinear', 'surface wire softening subjected sinter channel times average pore size direction twice average pore size generally substantially cylindrical measurably deform case glass softening sufficient bond hydrocarbon earth naturally result variability rock', 'rock strength stress strength generally mineralogy diagenesis cementation hydrocarbon production carbonate preferentially matrix spontaneously imbibe brine study important efficient hydrocarbon recovery hereinafter physical rock forming seen quartz', 'quartz tube desired desired length approximately positioned rigid platform inside tube borosilicate glass sizes micron micron micron micron volume randomly inside tube running inside tube copper desired thickness approximately desired width length', 'length inside tube open tube closed high place tube furnace furnace approximately c slowly brought softening borosilicate glass approximately c thereabouts desired time permit removed furnace furnace gradually resulting similar consolidated', 'sandstone copper suspended removed soaked solvent nitric acid ferric chloride copper materially impact solvent drained collector copper distilled water multiple pore flushing dried vacuum rendering seen matrix borosilicate glass approximately wide', 'wide long porous structure sizes generally average size diameter width length times average pore size height twice average pore size forming previously metal suspended tube surrounded glass metal suspended tube manners tube filled mixed laid tube', 'laid tube manner tube extend length tube clamp stand clamp place manner tube attach extremely run clamp tension manners suspended tube surrounding periodic vibration tube surrounding aid forming random closed turning seen formed metal wire diameter', 'diameter approximately tube diameter wire sub smaller bead size glass wire previously dissolving metal wire resulting matrix channel length times average pore size twice average pore size width height hollow tube rectangular tube assume desired size', 'size tube cross section cross section desired size smaller tube square rectangular cross section tube desired length desired length hollow tube circular oval cross section hollow tube provided tube melt react solvent dissolve metal wire hollow tube', 'tube quartz hollow tube borosilicate glass hollow tube titanium clear transparent translucent hollow tube hollow tube visible human eye fluid provided geological formation react solvent dissolve wire softening softening hollow tube hollow tube', 'tube quartz borosilicate glass hollow tube borosilicate glass glass sizes micron large bead small ensure pore sizes remain small selected desired selection random diameter sizes mixed placement hollow tube ensure random distribution hollow tube', 'tube hollow tube shaken shaker hand ensure mixed desired tube aid random wire provided melt hollow provided limitation wire copper zinc tin typically millimeter times longer average pore size similarly wire typically millimeter diameter times longer', 'longer average pore size hollow tube surrounded prior wire appreciate possible materially limitation provided tube provided dissolving sizes sizes provided desired channel heating times heating times cover function structural equivalent nail screw', 'screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function']	24	[1, 1, 1, 1, 2, 27, -1, 1, 1, -1, -1, -1, 1, -1, 1, -1, 0, 1, 1, 1, 1, -1, -1, 48]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'light absorption multiphase water liquid oil immersion probe gas optical condensate flow radiation range ultraviolet infrared phase phases spectrum better', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially']	[0.19308365968459887, 0.13356439686999386, 0.10976291658058694, 0.07231787466120787, 0.020637190552171156, 0.007648692739295288, 0.007113132013270015, 0.024088005644590404, 0.007727370331460995, 0.009826731593661162, 0.014884020239377486, 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-0.5005776286125183, 0.5537492632865906, 0.5592186450958252, 0.47955238819122314, 0.10775697976350784, -0.06419754028320312, -0.4254346191883087, -0.34502291679382324, -0.008516461588442326, -0.8954690098762512, 0.3686046600341797, -0.6762104630470276, -0.23985125124454498, 0.23740816116333008, -0.20003461837768555, -0.17260469496250153, -0.12228775024414062, 0.13936524093151093, -0.41878247261047363, -0.180414080619812]	[-0.49476054 -0.84406585 1.2787763 ... -0.06353345 0.5040221 -0.74193215]	['27_light_absorption_multiphase_water', '48_screw_nail_wooden_equivalent', '2_seismic_rock_data_modeling', '1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	environment liquid port surface sleeve water helical invoke modeling sand information flow depth range sweet secure structural drive physics acid composition spectrum string slurry block materially aqueous data drilling light cover operable appreciate petroleum probe pump gravel drill acoustic torque phase control screen equivalent condensate applicant digital expressly multiphase express geologic gas piston valve domain ultraviolet better phases signal polymer model eccentric gel wooden return learning rotary cleavable production paragraph equipment seismic reservoir absorption subterranean infrared radiation fluid immersion receiver geological intention casing size bit time amide surfactant inversion rock controller speed chloride mud cylindrical analysis viscosity pack nail position function oil metal optical outlet screw formation	geological drilling mineral pipe operating bentonite wooden petroleum pump rock drill calcium helical hydrocarbon spectroscopy silica crystallization seismic tubing chloride gaseous cylindrical slide borehole viscosity secure structural geologic hydraulic gas physics piston stable spectral valve acid cavity nail geophysical infrared radiation oil fluid optical cement logic fixing shale fluorescence	geological drilling polymer casing model eccentric environment surfactant light operable wooden cover petroleum pump port gravel learning rotary controller acoustic torque water helical sand flow equipment seismic condensate depth chloride mud reservoir multiphase secure viscosity express structural gas physics acid domain subterranean nail infrared function radiation composition metal oil optical better string slurry screw formation receiver	aqueous intention data drilling model time eccentric surfactant light operable wooden petroleum probe pump liquid gravel rock surface cleavable drill acoustic water helical modeling screen information equivalent seismic applicant speed digital reservoir multiphase secure express structural absorption geologic gas acid position nail composition fluid oil optical string outlet slurry immersion screw formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Optical Immersion Probe for Multiphase Flow Measurement Using Light Absorption Range Analysis', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'bundle optical window layer liquid layer gas flow gap light multiphase flow light dependent contents oil water gas alternatively optical immersion probe pipe gather liquid gas multiphase flow better optical immersion probe collect phase light', 'flow pipe optical immersion probe multiphase flow gas phase liquid phase liquid phase water oil condensate multiphase flow separate gas liquid phases flow centrifugal force carrying ultraviolet infrared radiation light optical ultraviolet infrared', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'water mix light oil liquid phase mixture multiphase produced higher flow rate mixed multiphase flow spectrum range water highly absorbing absorption absorption peak gaseous phases substantially transparent addition light source optical immersion', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US2021032972A1'	'Parallel Multiscale Reservoir Simulation'	['G01V20/00', 'E21B47/003', 'G06F9/4881', 'E21B43/25', 'E21B47/06', 'E21B47/138', 'G06F30/20', 'G06F9/3836', 'G06F9/3885', 'E21B43/00']	['No data available', 'Determining well or borehole volumes', 'Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues', 'Methods for stimulating production', 'Measuring temperature or pressure', 'Devices entrained in the flow of well-bore fluid for transmitting data, control or actuation signals', 'Design optimisation, verification or simulation', 'Instruction issuing, e.g. dynamic instruction scheduling or out of order instruction execution', 'Concurrent instruction execution, e.g. pipeline, look ahead using a plurality of independent parallel functional units', 'Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells']	2017-06-22T13:00:00Z	['Dominic Walsh', 'Jostein Natvig', 'Kyrre Bratvedt', 'Zhuoyi Li', 'Sindhu CHITTIREDDY', 'Shingo Watanabe', 'Antonina KOZLOVA']	['Schlumberger Technology Corp']	['media reservoir reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse grid domain generating', 'reservoir grid domain parallel computer reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse', 'coarse grid domain generating reservoir grid domain calculating flux transport domain single grid divided available computer available available generating coarse domain generating coarse domain parallel computer communicating information computer', 'computer calculating flux transport calculating flux transport domain spawning execution operating technology utilize memory processor memory media executed perform reservoir data reservoir data grid create grid dividing grid generating coarse', 'coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse grid domain generating reservoir grid domain calculating flux transport domain single grid divided available', 'available computer available available generating coarse domain generating coarse domain parallel computer communicating information computer calculating flux transport calculating flux transport domain spawning execution operating technology', 'utilize memory processor medium executed perform reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport', 'transport domain coarse grid domain generating reservoir grid domain medium generating coarse domain generating coarse domain background priority benefit provisional ser incorporated reservoir computer predict flow oil water gas porous media', 'media reservoir reservoir information maximize recovery oil gas forecasting reservoir production selection selection injection reservoir expensive large time perform particularly calculated short interval calculated desire perform reservoir', 'reservoir efficiently shorter time memory apparatus media disclosed reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain', 'domain calculating transport domain coarse grid domain generating reservoir grid domain calculating flux transport domain represent single multiple grid divided available computer available available generating coarse domain generating coarse domain', 'domain domain parallel computer domain communicating information computer calculating flux transport calculating flux transport domain spawning multiple execution operating technology utilize memory processor apparatus disclosed processor memory', 'memory media executed processor apparatus perform reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport', 'transport domain coarse grid domain generating reservoir grid domain media disclosed store executed processor perform reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain', 'domain calculating flux domain coarse grid domain calculating transport domain coarse grid domain generating reservoir grid domain foregoing merely introduce subset exhaustive identify relevant considered brief incorporated constitute specification', 'illustrate serve explain management manage geologic environment parallel reservoir dividing reservoir multiple multiple parallel spawning reservoir multiple execute unnecessarily obscure distinguish similarly respectively considered terminology', 'singular plural context clearly term possible specification specify presence stated preclude presence addition term mean response response depending context attention directed accordance disclosed combined management manage geologic environment', 'environment sedimentary basin reservoir management allow direct indirect management drilling geologic environment turn information geologic environment available feedback optionally input management management seismic data additional information', 'data attribute analysis visualization operation seismic data information provided input rely earth geological virtual actual physical reconstructed data acquired observation seismic data information entity geometrical pillar grid entity earth model', 'model porosity property represent acquired data operate conjunction framework framework framework classes facilitate modeling commercially available framework net framework wash extensible classes net framework class module code data classes program', 'program script borehole classes define data information conform attribute library occur prior input consider perform input information attribute geologic environment simulate behavior geologic environment responsive natural artificial analysis', 'analysis visualization allow interaction model output input simulator eclipse reservoir simulator intersect reservoir simulator simulator implement solve reservoir recovery consider thermal management commercially available framework petrel seismic', 'seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative integrate', 'integrate streamline framework considered considered data input modeling management operate framework environment commercially available framework environment ocean framework environment integration petrel framework ocean framework environment net', 'net corporation stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework commercially available ocean framework model layer commercially available petrel', 'petrel package ocean framework petrel considered petrel framework model building visualization framework mesh generation framework input receipt information interpretation seismic data seismic data log data image data framework mesh generation input', 'input information optionally conjunction information generate mesh model layer domain act data source rendering user rendering graphical environment display data user common look feel user interface domain entity property optionally entity', 'entity geometrically represent property property data display entity represent property log information version information display information display model data data data generally physical data storage physical accessible model layer model', 'model project project information completion modeling session user store project later time project model layer recreate relevant domain geologic environment stratification reservoir fault geologic environment variety equipment communication receive', 'receive transmit information information information equipment equipment acquire information assist resource recovery equipment remote site equipment storage communication store communicate data provided data acquisition satellite communication', 'network satellite additionally imagery spatial spectral temporal radiometric geologic environment optionally equipment substantially horizontal intersect consider shale formation natural artificial hydraulic combination natural artificial reservoir', 'reservoir laterally extensive lateral exist assessment assist develop laterally extensive reservoir equipment seismic analysis seismic data assessment perform operate data create data update data operate create editor creation editor selection', 'selection petrel seismic data seismic ocean framework access module external executable code reservoir desire computational power simulate flow dynamics increasingly large complex reservoir steady push develop technology widespread availability', 'today reservoir factor achieve favorable performance modern hardware large nonuniform network parallelism built message passing interface paradigm interconnect cluster individual combined parallel effectively harness power available contain hardware', 'hardware demand computational current reservoir fully implicit formulation mass balance reservoir large sparse linear iteratively algebraic framework designed parallelism good parallel performance hybrid parallel strategy solver reservoir simulator', 'simulator solver algorithm parallelization coarse grid independent perform concurrent distributed memory parallel implementation solver framework available simulator hybrid parallel solver capable power modern simulator framework fully implicit', 'implicit compositional formulation mass balance multiple fluid distributed phases framework alternative solver engine sequential implicit formulation solver converge solution fully implicit solver desired numerical formulation solver effectively', 'mass conservative reservoir possibility formulate elliptic parabolic sequential update primary end multiphase extension law phase fluid composition phase molar sequential discrete nonlinear obtain reservoir p n end brevity nonlinear written p n', 'p n solve linearize nonlinear p iteration p v p v j v p v v reduce norm residual v sufficiently small value demand repeated large sparse possibly linear run time spent reservoir simulator solve efficiently algebraic solver fit prolongation p map', 'p map grid freedom x c scale coarse scale partitioning nonoverlapping simply connected coarse column p basis function coarse block compact basis approximate solution homogeneous problem j v vicinity coarse basis discrete partition unity approximate', 'linear coarse level v r restriction operator restriction operator coarse block coarse linear smaller easier solve update approximate global solution combined effect injection production flow highly permeable obtain accurate solution approximation', 'combined efficient smoother local high frequency reservoir direct multiphase extension law local boundary value coarse block boundary fine grid phase reservoir approach mass conservative molar end conservation phase written total flux conservation', 'linear approximately nonoverlapping schwarz direct solver parallel execution hybrid parallel strategy hybrid parallelization strategy parallel memory interface employed domain decomposition distributed memory domain memory concurrent parallel data', 'data decomposed smaller run independently concurrently computer advantageous speed gain memory individual large data prohibitively slow resource expensive single parallel implementation sequential implicit algorithm distributed parallel simulator', 'simulator framework domain decomposition framework parallel property computation flash calculation communication primary parallel library linear algebra linear benefit working reservoir simulator parallel available automatically parallelize', 'sequential implicit solver serial implementation extended coarse algorithm coincide algorithm linear algebra working solver quickly parallel linear algebra framework handle efficient manner favorably parallel memory hybrid approach major time', 'time consuming computation engine divided flux transport handling linear memory parallelization applied accumulation term fine domain flux term coarse linear flux transport direct operate independent matrices coarse cell construction transport', 'transport matrices right hand sides compute preceding direct solver depending work grain size concurrently executed multiple major involved calculation convergence criteria matrix granularity effort reduced taking advantage variety available', 'available independent memory parallelism automatic handling low overhead parallelization ease usage parallel reservoir framework framework management management begin data geographical area metrics subterranean formation reservoir data measured', 'measured reservoir determined core seismic analysis nuclear magnetic resonance gamma ray logging type logging collected seismic measured rock type porosity permeability pore volume volumetric flow ratio composition fluid reservoir translate metrics', 'metrics grid grid geographical area metrics oil water gas geological geological assigned grid grid grid grid correspond reservoir model generalized reservoir model model compositional model thermal model implicit model model divide grid multiple', 'multiple divide grid n n computer perform value size geographical area metrics determined type reservoir model grid divided partitioning sparse matrices domain adjacent grid grid additionally grid adjacent connected grid domain store grid adjacent', 'adjacent connected metrics grid individual domain sent individual processor multiple individual core multiple communication b c computer communication generate coarse b c represent coarse computer b c computer n equal computer core processor', 'processor computer generate coarse parallel course substantially parallel sequence parallel computer multiple coarse single domain reservoir domain represent segment grid reservoir segment merely simplified domain represent segment n segment grid', 'grid segment grid grid calculate flux domain grid calculate transport domain b c computer communication calculate b c represent calculated individual computer b c computer n core processor computer calculate domain parallel calculated substantially', 'parallel sequence parallel computer calculated coarse b c domain correspond grid calculated coarse grid grid calculated coarse block coarse grid algebraic solver additionally domain multiple multiple memory communicating information adjacent', 'adjacent computer b c computer calculate flux b c represent flux calculated individual computer b c computer n core processor computer calculate flux domain parallel flux calculated substantially parallel sequence parallel computer flux calculated', 'coarse b c domain correspond grid flux calculated coarse grid grid flux calculated coarse grid calculate b c flux calculated coarse block coarse grid multiphase extension law additionally flux domain multiple multiple memory communicating', 'information adjacent computer b c computer calculate transport b c represent calculating transport individual computer b c computer n core processor computer calculate transport domain parallel transport calculated substantially parallel sequence', 'sequence parallel computer transport calculated coarse b c domain correspond grid transport calculated coarse grid grid transport calculated coarse grid course calculate b c flux b c transport calculated coarse block coarse grid additionally', 'transport domain multiple multiple memory communicating information adjacent computer completion b c b c b c represent completion single reservoir b c b c b c iteration b c b c b c previous reservoir complete reservoir reservoir generating print', 'print reservoir display data image video rendering reservoir grid gas oil water individual reservoir dividing reservoir multiple multiple parallel computer framework framework management management begin similar grid reservoir multiple divide grid n', 'grid n n computer perform value size geographical area metrics determined type reservoir model domain correspond computer program executed grid divided n single multiple additional individual core processor computer computer computer computer n', 'n computer computer memory processor memory calculating parallel b c n computer additionally calculation information multiple computer domain adjacent domain grid information domain affect information adjacent domain grid information computer', 'computer calculated similarly calculating flux parallel b c n calculating transport parallel b c n computer flux transport calculation information multiple computer computer calculating flux transport adjacent grid spawning reservoir multiple', 'multiple computer framework framework management management correspond n correspond domain grid assigned computer multiple computer reservoir computer multiple computer calculate domain computation computer spawn thread thread thread thread x', 'thread x independently operating technology building individual sent individual computer executed parallel multiple distributed multiple processor utilize memory processor access executed computer spawn multiple computation computer spawn sequence', 'sequence sequence broken large small parallelism small distributed available computer additionally computer spawn sequence computation matrix spawn sequence auxiliary linear broken smaller parallelism distributed available computer computer spawn', 'spawn sequence sequence broken combination small large distributed available computer computer calculate flux domain flux computation computer spawn thread thread thread thread individual sent individual computer executed parallel multiple', 'multiple distributed multiple processor utilize memory processor computer spawn multiple flux computation computer spawn sequence sequence linear sequence linear sequence computer calculate transport domain transport computation computer spawn', 'spawn thread thread thread thread z individual sent individual computer executed parallel multiple distributed multiple processor utilize memory processor computer spawn multiple transport computation computer spawn sequence sequence linear sequence', 'sequence linear sequence executed accordance computer individual computer arrangement distributed parallel computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer', 'computer communicate data network additional computer note computer share architecture computer physical computer facility communication computer data processor processor module subsystem circuit gate array control storage media storage media note', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided multiple storage media distributed large possibly plural storage medium media considered article article manufacture article', 'article article manufacture refer single multiple storage medium media machine running remote site network execution reservoir reservoir metrics generating dividing reservoir coarse spawning generating reservoir computer reservoir module single', 'single reservoir module perform disclosed alternate reservoir perform disclosed combine additional configuration arrangement hardware combination hardware signal running functional information apparatus general chips appropriate combination general', 'general hardware protection geologic interpretation refined iterative fashion concept applicable feedback executed algorithmic basis manual control user make regarding given action template model sufficiently accurate evaluation subsurface geologic', 'geologic formation consideration foregoing explanation exhaustive precise disclosed possible view occur simultaneously chosen explain practical enable utilize']	79	[35, 35, 35, -1, 35, 35, 35, -1, 2, 35, 35, 50, 35, 35, 35, -1, -1, 2, -1, 23, 33, 33, 33, 23, 23, 23, -1, -1, -1, -1, -1, 2, -1, -1, -1, -1, -1, -1, 7, 7, 7, -1, -1, -1, -1, -1, -1, 39, -1, -1, -1, -1, 35, 35, 50, 35, 50, 35, 50, 35, 20, -1, -1, 50, 50, 50, 50, 50, 50, 50, -1, 20, 20, 14, 14, 20, -1, -1, -1]	['grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'computer flux spawn thread sequence parallel transport domain calculate multiple processor computation grid calculating calculated individual adjacent broken memory parallelism', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'data drilling information 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0.10241636633872986, 0.30651700496673584, -0.033619921654462814, -0.18700002133846283, -0.04410687834024429, -0.08858364075422287, -0.1410580426454544, -0.06710945069789886]	[-0.9171078 -0.26676387 0.7499132 ... -0.18572143 0.8945308 -0.861658 ]	['50_computer_flux_spawn_thread', '39_differential_coherent_solution_long', '33_framework_petrel_simulator_reservoir', '20_computer_media_network_processor', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '35_grid_coarse_domain_flux', '14_memory_storage_media_random', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation']	node coarse environment development executed surface processor prolongation adjacent bound operate readable iteration basis modeling information parallel flow coherent operation computation individual petrel thread considered perturbation conform efficient given sweet depth removable gate code increasing stable physics intersect parallelism generating calculated memory available communicating magnetic transport extensible string segment disk exploration network block data flux drilling storage original random allow petroleum dividing pump drill acoustic broken control nonvolatile computer framework reduced algebraic subsurface wash digital improving layer geologic approximately develop multiplex net domain volume removing eclipse sat signal simulator running volatile subsequent volumetric model visual collaborative vibration package effect variation bus connected learning tape dry semiconductor deflation production input divided represent communicate sequence differential equipment seismic flash high reservoir lower corporation subterranean module architecture fluid create floppy management removed output receiver ram geological perform casing time article note medium generate share inversion media rock ocean classes additional commercially program asset access solution speed independently grid long analysis spawn productivity function calculate script calculating multiple formation	geological chips drilling server granularity solver environment operatively streamline optimization solve reduce petroleum cache dividing integration variation multicore rock processor ocean prolongation controller drill semiconductor modeling computer hydrocarbon framework simulator computation reduced petrel differential removal algebraic seismic tubing conform wash reduction calculation multiphase grid reservoir minimization approximate borehole simplified geologic hydraulic physics electronic recorder brief memory geophysical matrix oil technology reducing hardware magnetic cement calculate matrices calculating exploration removing eclipse shale configuration linear interface recovery	coarse environment development executed processor prolongation readable flow petrel thread efficient depth gate physics memory string transport magnetic exploration network drilling flux storage original petroleum dividing pump acoustic broken nonvolatile computer reduced algebraic wash subsurface improving geologic multiplex domain sat eclipse running simulator subsequent volumetric model vibration bus learning dry semiconductor deflation differential equipment seismic flash high reservoir corporation subterranean architecture management output receiver ram geological casing perform article media ocean classes additional commercially speed independently grid spawn script calculating multiple formation	coarse environment surface processor bound modeling information parallel coherent operation petrel thread perturbation intersect generating memory available magnetic transport extensible disk exploration network data flux drilling storage random petroleum pump drill acoustic computer framework algebraic digital layer geologic multiplex net domain removing simulator volatile model collaborative vibration effect variation connected dry input sequence differential seismic flash high reservoir lower fluid perform time article medium generate share media rock ocean classes access solution grid long analysis spawn calculate multiple formation	['Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Parallel Grid Computing for Transport and Flux Calculation with Multiple Processors', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Iterative Removal of Coherent Algebraic Differential Solutions in Reservoir Analysis', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Domain-Driven Coarse Grid Generation for Reservoir Transport Calculation on Parallel Computers', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'multiple distributed multiple processor utilize memory processor computer spawn multiple flux computation computer spawn sequence sequence linear sequence linear sequence computer calculate transport domain transport computation computer spawn', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'spawn sequence sequence broken combination small large distributed available computer computer calculate flux domain flux computation computer spawn thread thread thread thread individual sent individual computer executed parallel multiple', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'media reservoir reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse grid domain generating', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'reservoir reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis deflation technique algebraic differential generate solution', 'generate differential algebraic differential generate solution media disclosed store executed processor perform reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate', 'memory media executed processor apparatus perform reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'removing effect long coherent algebraic solution differential converge response solution differential subsequent reservoir solution differential control generate differential reservoir data differential differential solution reservoir volumetric', 'adjacent computer b c computer calculate flux b c represent flux calculated individual computer b c computer n core processor computer calculate flux domain parallel flux calculated substantially parallel sequence parallel computer flux calculated', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'reservoir grid domain parallel computer reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US2008236840A1'	'Thermal actuator'	['E21B17/06']	['Releasing-joints, e.g. safety joints']	2007-03-26T13:00:00Z	['Vi Nguy']	['Schlumberger Technology Corp']	['desired position disconnect disconnect locked position unlocked position disconnected determined expansion response desired position actuator locking locked position operational connection locking expanding response exposure selected locking unlocked', 'unlocked position fluid solid gas oil locking extending expanded region engaging locked position locking piston axially locked unlocked position shear mechanism connection piston locking locked position determined expansion retaining mechanism', 'mechanism connection piston retaining mechanism piston connection locking unlocked position retaining mechanism connection piston retaining mechanism piston connection locking unlocked position desired position disconnect disconnect locked position', 'position unlocked position disconnected determined expansion response desired position disconnect connected internal chamber neck forming opening chamber connected cavity neck locked position locking mechanism holding locked position locking', 'locking mechanism piston connected locked position retaining mechanism connection piston retaining mechanism piston connection unlocked position disconnect connected internal chamber neck forming opening chamber connected cavity neck expanded region', 'region extending axially neck cavity piston disposed neck cavity piston urging expanded region engagement locked position shear mechanism connection piston locked position shear mechanism connection determined expansion retaining mechanism', 'mechanism connection piston retaining mechanism piston connection unlocked position fluid solid gas fluid solid gas desired location disconnect disconnect locked position unlocked position disconnect locked position disconnect desired location', 'location disconnect unlocked position determined expansion response exposure disconnect desired location retaining piston connection fluid solid gas oil field general specifically thermally actuator background commonly utilize actuator shift achieve', 'achieve desired result opening valve shifting sleeve seal current require sort surface intervention activate actuator surface intervention primarily manipulation string hydraulic string actuator disconnect hot fluid steam corrosive agent melt', 'melt retaining desire substantially actuator operation require surface intervention actuation desire actuation ambient environment actuator positioned desire actuator expansion contraction response surrounding environmental thermally provided', 'provided actuator locking locked position operational connection locking expanding response exposure selected locking unlocked position desired position disconnect disconnect locked position unlocked position disconnected determined expansion', 'expansion response desired position desired location disconnect disconnect locked position unlocked position disconnect locked position disconnect desired location disconnect unlocked position determined expansion response exposure disconnect', 'desired location foregoing outlined technical better additional hereinafter brief foregoing best read conjunction schematic thermal actuator disconnect schematic thermal actuator locked position schematic thermal actuator unlocked position schematic', 'schematic thermal actuator disconnection refer necessarily scale similar numeral upper lower relative given point clearly commonly relate point surface drilling point total depth point actuation utilize environment positioned actuation relation', 'relation disconnect shifting valve schematic thermal actuator disconnect ground surface subterranean formation thermal actuator running combination actuator desired position actuator coiled tubing tubing string tubing string primary tubing string', 'string run coil tubing string position coiled tubing positioned heat formation actuator release position coiled tubing tubing string coiled tubing removed leaving tubing string place left position free connection primary tubing string thermal', 'thermal actuator locked position thermal actuator connectable piston thermally cylindrical body connection end opposing neck internal chamber neck opening chamber sized receive piston collet arm expanded finger substantially axially neck connection', 'end threaded connection coiled tubing connection welding provided connection end generally tubular housing forming cavity receive neck piston internal surface holding expanded region collet actuator locked position piston external stepped platform', 'platform raised expanded region recess actuator locked position piston expanded diameter end locked position piston connection mechanism generally shear mechanism shear mechanism shear frangible rupture type connection exertion determined force', 'force piston expanded region recess work combination releasable locking mechanism locking mechanism fixed position relative locked position prevent accidental premature disconnection running thermally operational connection locking mechanism', 'mechanism determined expansion locking mechanism unlocked position connection end connection tubing string connection end sub welding tubing string connection end engagement desired thermally energy moving locking mechanism unlocked position fluid', 'fluid solid gas response thermal energy volumetric thermal expansion coefficient expand response differential surface desired depth formation heat operator actuation disconnect desirable activation occur exposure ambient desired location formation', 'formation hydraulic available suitable hydraulic provided hydraulic oil provided shell selection volume chamber range movement piston meet differential surface desired actuation position thermal actuator locked position piston positioned expanded', 'expanded end disposed cavity end distance wall cavity leaving external platform piston expanded region collet recess internal surface retainer mechanism snap spring positioned engage expanded end piston connected connected thermally disposed chamber', 'chamber substantially volume chamber piston hydraulic oil filled chamber piston surface desired actuation point approximately point hydraulic oil expand volume approximately operation thermal actuator thermal actuator locked position actuator', 'actuator desired depth position exposure actuator specifically formation relative surface expand expansion piston axially away chamber shear mechanism piston fixed position substantially constant volume chamber expansion area piston force shear', 'shear mechanism chamber capacity shear mechanism connection piston expansion piston axially piston expanded region collet radially inward decreasing diameter external platform region engagement recess actuator unlocked position locking mechanism', 'mechanism unlocked disengaged retaining mechanism radially inward piston end wall cavity position retaining mechanism restriction cavity piston restriction piston connection piston locking mechanism locked position separation upward force foregoing', 'foregoing thermal actuator disclosed disclosed solely implementation disclosed spirit follow']	29	[0, 0, 0, 0, 0, 0, 0, -1, -1, 3, 0, 0, -1, -1, 0, -1, 0, 0, 0, 0, -1, -1, 0, 0, 0, -1, 0, 0, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.35300172023479637, 0.01603252316448409, 0.08036908949841899, 0.05894717151832393, 0.012914137759126986, 0.01070244620776311, 0.006585513063968525, 0.016231558775088327, 0.005858165978254022, 0.007398219510057517, 0.008801852003630168, 0.01670381720467081, 0.0061086074606638285, 0.007527623637536718, 0.005023418360573379, 0.013637370073169196, 0.00624955320962386, 0.007487885386797165, 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'16_spirit_person_appreciate_depart']	drilling data casing interpret bit sampling model fitting apparatus time ascertain eccentric curve conditioner comply operable appreciate test pump port surface learning rotary controller drill torque sleeve production control unlabeled parameter depart information equivalent flow equipment quickly decision applicant depth speed abstract mud user reservoir preceding drive piston score realize limit spectral valve selected disclosed position spirit module person reader meaning string fluid observation outlet understand foregoing stated block formation	intention drilling data sampling pipe practical comply exemplify pump rock determined drill prediction seismic tubing designing inventive slide analysis comparator borehole spectrometry teaching hydraulic geologic piston spectral valve cavity communicating matrix oil fluid cement foregoing projection	drilling casing data model sampling eccentric conditioner comply operable test pump port learning rotary controller torque unlabeled parameter depart flow equipment quickly applicant depth abstract mud reservoir preceding score spectral disclosed spirit reader string fluid foregoing formation	drilling data interpret model time eccentric curve conditioner operable appreciate test pump surface drill production unlabeled depart information equivalent speed abstract reservoir spectral position spirit module person reader meaning string fluid outlet foregoing formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US2008314589A1'	'System and method for creating a gravel pack'	['E21B43/04']	['Gravelling of wells']	2007-06-20T13:00:00Z	['John R. Whitsitt', 'Thibaut Guignard']	['Schlumberger Technology Corp']	['technique provided forming gravel pack zone completion positioned service engaging completion completion completion central bore return radially outward central bore zone flow path carrier fluid location return flow carrier fluid remain outside', 'outside completion central bore zone forming gravel pack service service completion central bore completion positioned routing gravel slurry service desired zone carrier fluid flow path remains external completion central bore carrier fluid shunt', 'shunt tube positioned externally completion central bore routing gravel pack annulus surrounding screen completion flowing carrier fluid radially inward screen screen carrier fluid radially outward flow path selectively isolating flow path valve', 'valve positioned flow path flow path base pipe screen jacket screen coupling screen fluid communication region base pipe screen jacket screen screen forming flow carrier fluid flow path separate screen flow path positioned return carrier fluid', 'fluid region base pipe screen jacket separate screen gravel completion internal passage service positioned internal passage carrier fluid return radially outward internal passage zone carrier fluid return return carrier fluid gravel operation zone', 'zone carrier fluid return shunt tube completion screen gravel pack formed screen screen positioned carrier fluid radially inward screen flowing radially outward carrier fluid return completion valve positioned selectively block allow radial outward', 'outward flow carrier fluid carrier fluid return completion isolation valve positioned carrier fluid return selectively isolate region flow carrier fluid return screen base pipe screen jacket positioned radially outward base pipe carrier fluid return', 'return base pipe screen jacket screen base pipe screen jacket carrier fluid return separate flow connected screen screen base pipe screen jacket flow path fluid communication base pipe screen jacket screen gravel running completion service washdown', 'washdown running fluid service service completion direct gravel slurry desired zone carrier fluid gravel slurry return flow path external service moving service upwardly formation gravel pack desired zone upward movement shifting service reversing', 'reversing position flow flow path flowing reversing fluid flow path service reversing position forming flow path shunt tube shunt tube externally screen surrounding service shunt tube extend base pipe screen jacket screen shunt extend respective', 'base screen screen background sand control generally completion positioned service completion create gravel pack annulus completion gravel pack filter sand desired production fluid entering gravel pack formed flowing gravel slurry zone zone carrier', 'carrier fluid gravel slurry leaving gravel gravel pack carrier fluid completion screen returned upwardly section service return flow directed upwardly central passage outwardly annular flow path crossover port construction length wash pipe generally', 'generally similar length zone general forming gravel pack completion completion central bore positioned return radially outward completion central bore flow passage carrier fluid carrier fluid gravel slurry gravel operation returned flow path', 'flow path external completion central bore zone undergoing gravel operation brief denote elevation view completion service schematic illustration service washdown configuration schematic illustration service treating configuration illustration', 'completion service illustration similar service reversing configuration view completion service alternate illustration similar service reversing configuration alternate view completion service alternate illustration similar service reversing', 'reversing configuration alternate view completion service alternate illustration similar service reversing configuration alternate possible generally sand control methodology technique forming gravel pack completion positioned return flow gravel', 'gravel operation external completion central bore gravel desired zone carrier fluid return fluid surface return return positioned flow fluid flow path remains radially outward completion central bore generally completion service string subsurface', 'formation contain desirable production petroleum lined casing casing typically perforated manner zone enable flow zone completion service single zone amenable gravel multiple completion internal passage completion central bore tubular structure', 'structure tubular structure positioned zone allow fluid flow therethrough allow inward flow carrier fluid annulus surrounding completion region tubular structure service string zone packer packer completion casing additionally isolation positioned', 'completion surrounding casing selectively isolate service string completion appropriate conveyance tubing service string attached completion proximate upper packer generally service string upper section service crossover crossover crossover exit', 'exit positioned adjacent completion enable flow fluid annulus surrounding completion gravel operation gravel slurry annulus given zone carrier return fluid slurry returned service string design fluid enter interior service service washdown', 'washdown configuration downward fluid flow service string internal passage noted solid service passage extend service section service string washdown service string positioned completion flow fluid passage blocked ball restriction shiftable ball', 'ball seat block downward flow passage variety blocking prevent downward flow blocking downward flow passage service gravel slurry radially outward crossover exit desired zone generally greater positioned stripper completion service string prevent', 'prevent fluid flow upper zone return carrier fluid flow path return flow path radially offset completion central bore zone return formed shunt gravel slurry downwardly service string directed radially outward crossover completion gravel slurry', 'slurry outward surrounding annulus gravel desired zone carrier fluid radially inward screen positioned zone directed flow path return fluid directed radially outward flow path offset position relative completion central bore service access flow path', 'flow path selectively lowermost valve permit outflow fluid flow path zone simple sliding sleeve suitable isolation return shunt enable flow path blocked shut access shunt lowermost isolation valve closed position block downward flow return relative', 'relative zone variety valve isolation ball sliding sleeve suitable allow selective blocking opening flow path isolate return completion gravel pack desired zone service string reversing position establishment reverse flow fluid remove slurry service', 'service moving service zone service service upwardly crossover valve directly zone gravel pack formed valve proximate crossover isolation valve directly closed position stage reversing fluid downwardly return directed service string valve crossover', 'crossover reversing fluid upwardly service string prepare service zone placement carrier fluid flow path exterior completion central bore need screen isolation return directed exterior flow path need maintain return spacing correspond zone length', 'length dissimilar relationship zone length return directed need crossover port lack crossover port greatly design operation service ability washdown apparatus inside variety single zone multiple zone variety cased open alternate sequential operation', 'operation cased perforation initially perforated completion service string generally service string connected completion upper packer completion desired location completion depth ball blanking surface service string competent applied service string', 'string packer completion casing isolation isolation service string packer setting position tubing service string service string position exit port positioned adjacent port completion simultaneously valve open return port lower end zone valve open', 'open position movement service string gravel slurry zone port gravel zone gravel clear return fluid outside diameter appropriate screen carrier fluid annulus screen service carrier fluid directed outwardly return directed upwardly annulus stripper', 'stripper service string reverse position appropriate isolation valve closed return port closed isolation valve valve applied annulus force slurry service string surface location reversing fluid downwardly return interior service string completion', 'reversing operation service zone operation repeated alternate line instead check enable outflow carrier fluid beneath screen flow path return shunt check automatically block flow fluid return annular area surrounding service gravel operation gravel', 'gravel slurry downwardly service string crossover gravel slurry carrier fluid inwardly directed return check additional valve completion zone service string positioned reversing configuration valve valve sliding sleeve valve suitable valve gravel', 'gravel pack formed desired zone service string reversing configuration shifting service string shift valve open position reversing fluid downwardly return service string crossover generally return zone completion screen zone screen solid base pipe', 'base pipe surrounded screen jacket gravel operation carrier fluid inwardly screen jacket region screen jacket solid screen base pipe return region base pipe screen jacket intake entry point carrier fluid screen shunt tube positioned extend region', 'region screen jacket base pipe flow path carrier fluid screen connected jumper tube carrier fluid flow region screen jacket base pipe screen region screen jacket base pipe adjacent screen return extend lower screen function return carrier fluid', 'fluid entering screen noted return lowermost screen internally externally screen valve sliding sleeve selectively open block flow return annular region service string completion service reversing configuration valve closed reversing fluid annular', 'annular region service string completion interior service string crossover need stripper inside packer screen isolated inside diameter base pipe simplified single zone multiple zone generally similar zone screen similarly solid base pipe surrounding', 'screen jacket instead adjacent jumper tube separate conduit separate shunt tube separate screen removal carrier fluid separate shunt tube intake entry point positioned region solid base pipe surrounding screen jacket fluid entering screen upward', 'upward shunt tube valve annular region service string completion completion gravel operation service reversing configuration valve closed position reversing fluid annular region service string completion reversing fluid interior service string', 'string crossover service string preparation zone need stripper inside packer screen isolated inside diameter base pipe single zone multiple zone cased attached completion casing perforated time completion run separate trip approach minimize fluid', 'fluid directly avoid need loss control open hole operation gravel maintain flow carrier fluid radially outside completion central bore desired zone region depending given gravel operation configuration completion service string job added removed', 'removed facilitate operation variety variety return offset internal passage service additionally single zone cased open completion central bore passage formed variety ways variety relative completion appreciate possible materially']	46	[1, 1, 1, -1, 1, 1, 0, 1, 1, -1, 1, 1, 1, 1, 30, 1, 1, 2, -1, -1, 1, 1, 1, 1, 1, -1, 1, 1, -1, -1, -1, -1, 1, -1, 1, 1, 1, 1, -1, -1, -1, 0, 1, -1, 1, -1]	['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control']	[0.18625631752124444, 0.25368954776416924, 0.07957755872717184, 0.058281298435995374, 0.014307469057454914, 0.011455442374497787, 0.005743484857764699, 0.018007257311339737, 0.0059984335662206754, 0.008309190159350485, 0.00898283195374862, 0.013642509715218128, 0.006261840977178239, 0.007125259685860203, 0.004423465149685906, 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0.07850521057844162, 0.0602966770529747, -0.18115970492362976, 0.431623250246048, -0.3151065409183502, -0.14023160934448242, -0.9800366759300232, 0.47412341833114624, 0.6774043440818787, 0.4896726906299591, -0.12112521380186081, -0.5689059495925903, -0.288597971200943, -0.3501564860343933, -0.20671479403972626, -0.39191821217536926, 0.2054845094680786, -0.8222170472145081, 0.22477801144123077, 0.27708759903907776, 0.11223592609167099, -0.8476493954658508, -0.12369272857904434, 0.3025607764720917, -0.2729518413543701, -0.10795789211988449]	[-0.68696743 -0.22902156 0.08088552 ... 0.15855348 0.3092069 -0.4303499 ]	['2_seismic_rock_data_modeling', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	initiation port surface sleeve improvement water modeling sand information flow task depth sweet repetition drive physics acid composition clarity string slurry block identical direct aqueous data drilling operable necessarily petroleum relationship pump gravel drill acoustic torque control screen dictate digital geologic piston valve domain signal polymer model eccentric gel simplicity return learning rotary cleavable production equipment seismic reservoir subterranean diagram fluid receiver geological casing size bit apparatus time feature amide surfactant stage optional inversion rock controller contact speed chloride mud view analysis viscosity pack similar position function metal outlet repeat formation	geological drilling mineral pipe simplicity bentonite petroleum pump rock drill improvement calcium hydrocarbon straightforward silica crystallization completion seismic tubing chloride slide routine borehole viscosity similar geologic hydraulic piston physics valve acid cavity geophysical oil fluid routinely clarity cement simplify shale identical	direct geological drilling polymer casing model feature eccentric surfactant stage operable optional relationship petroleum initiation pump port gravel learning rotary controller acoustic torque improvement sand flow equipment seismic depth chloride mud reservoir repetition viscosity physics acid domain subterranean diagram composition metal string slurry identical formation receiver	direct aqueous data drilling model time feature eccentric surfactant operable optional petroleum pump gravel surface rock cleavable drill acoustic improvement water modeling screen information contact seismic speed digital view reservoir similar geologic acid position composition fluid string clarity outlet repeat slurry identical formation	['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis']	['digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US2015044004A1'	'Mobile oilfield materialtransfer unit'	['B65G37/00', 'B65D88/54', 'B60P1/42', 'B65D88/30', 'B65D88/32', 'B65G65/32', 'B65G67/24', 'E21B15/003', 'E21B43/267']	['Combinations of mechanical conveyors of the same kind, or of different kinds, of interest apart from their application in particular machines or use in particular manufacturing processes', 'Large containers characterised by means facilitating filling or emptying', 'Vehicles predominantly for transporting loads and modified to facilitate loading, consolidating the load, or unloading using screw conveyors thereon mounted on the load-transporting element', 'Hoppers, i.e. containers having funnel-shaped discharge sections specially adapted to facilitate transportation from one utilisation site to another', 'Hoppers, i.e. containers having funnel-shaped discharge sections in multiple arrangement', 'Filling devices', 'Unloading land vehicles', 'Supports for the drilling machine, e.g. derricks or masts adapted to be moved on their substructure, e.g. with skidding means; adapted to drill a plurality of wells', 'Methods for stimulating production by forming crevices or fractures reinforcing fractures by propping']	2014-08-01T13:00:00Z	['Hau Nguyen-Phuc Pham', 'William Troy Huey']	['Schlumberger Technology Corp']	['mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected chassis proximate actuator mast chassis moving mast horizontal position vertical position', 'position vertical erecting mast horizontal position vertical position horizontal frame vertical horizontal horizontal section inlet inclinable section discharge chute horizontal volume inlet discharge chute mobile transfer chassis end end beam', 'end beam extending end end chassis rear axle suspension beam movably supporting beam erecting mast mast movably connected chassis proximate end actuator mast chassis moving mast horizontal position vertical position frame mast horizontal position', 'position vertical position frame inlet upper discharge volume inlet upper discharge mobile transfer beam beam beam extending end end gap mobile transfer end chassis positioned gap mobile transfer positioned inlet proximate discharge mobile transfer', 'transfer discharge chute upper discharge mobile transfer discharge chute outlet outlet diverter valve selectively volume outlet mobile transfer movably upper discharge mobile transfer frame movably mast actuator moving frame relative mast mobile', 'mobile transfer frame shaped connect silo mobile transfer connected chassis end chassis mobile transfer rear axle suspension collapsible suspension mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis', 'chassis erecting mast mast movably connected chassis proximate actuator mast chassis moving mast horizontal position vertical position vertical erecting mast horizontal position vertical position horizontal frame vertical horizontal horizontal', 'section inlet inclinable section discharge chute horizontal volume inlet discharge chute mobile transfer chassis central box beam structure outer beam central box beam gap outer beam mobile transfer central box beam structure outer beam extend', 'extend gooseneck mobile transfer horizontal positioned gap formed central box beam outer beam mobile transfer discharge chute inclinable neck mobile transfer inclinable section connected horizontal section mobile transfer access deck disposed base', 'base ramp movably connected perimeter access deck mobile transfer vertical inlet hopper discharge chute bucket elevator bucket elevator head mobile transfer vertical auger disposed proximate bucket elevator head communication bucket elevator auger', 'auger opening deliver chute mobile transfer rear axle suspension collapsible suspension mobile transfer couple frame extended base mobile transfer wellsite orientation mobile transfer vertical erecting mast horizontal position vertical position', 'position horizontal auger ramp mobile transfer operational orientation adjacent silo horizontal transferring silo mobile transfer mobile delivery movable silo outer housing frame vertical movable vertical movable mobile delivery frame base movably', 'movably connected silo frame end frame outer housing mobile delivery mobile structure mobile delivery mobile structure base deck frame structure connected base frame structure extending base define passage deck frame structure frame structure upper', 'upper silo region sized receive modular extended base framework design extended base disposed base extended base framework design extended base disposed base mobile delivery base base silo region mobile delivery movable transported trailer trailer', 'trailer mechanism moving silo operational mobile delivery trailer trailer bed flipper mechanism trailer bed rocker arm trailer bed flipper mechanism hook plate hook plate attached flipper mechanism hook plate hook plate laterally opposed flipper', 'flipper mechanism hook plate hook plate nonzero angle mobile delivery movable pin pin attached pin hook plate pin hook plate mobile delivery movable inner bin interior outer bin interior inner bin disposed interior outer bin mobile delivery movable', 'movable feed outlet direct interior inner bin outlet direct interior outer bin mobile delivery vertical bucket elevator gravity dump hauler vertical enable substantially loading movable mobile delivery blender disposed adjacent fluid communication', 'movable movable operational orientation mobile delivery blender fluidly connected bulk storage handling bulk chemical storage bulk fiber handling liquid storage electric power delivery tank control mobile delivery supply fluid high manifold mobile', 'mobile delivery mobile structure mobile structure receive convey vertical mobile delivery vertical movably trailer chassis trailer chassis mechanism moving silo operational mobile delivery trailer chassis end end beam extending end end chassis rear', 'rear axle suspension beam movably supporting beam erecting mast mast movably connected chassis proximate end actuator mast chassis moving mast horizontal position vertical position frame mast vertical frame horizontal position vertical position', 'position vertical frame inlet upper discharge volume inlet upper discharge mobile delivery trailer chassis gooseneck base base chassis rear axle suspension movably supporting chassis erecting mast mast movably connected chassis proximate actuator', 'actuator mast chassis moving mast horizontal position vertical position vertical erecting mast horizontal position vertical position horizontal frame vertical horizontal horizontal section inlet inclinable section discharge chute horizontal volume', 'volume inlet discharge chute mobile transfer wellsite orientation mobile transfer vertical horizontal position vertical position movable wellsite orientation movable operational orientation vertical operational orientation adjacent movable vertical', 'vertical transferring movable vertical vertical movable related information benefit international serial benefit provisional incorporated entirety field generally facilitate handling efficient manner particularly limitation mobile apparatus', 'apparatus transferring background facilitate recovery oil gas subterranean surrounding hydraulically hydraulic create subsurface allow oil gas formation specially fluid fluid slurry high high flow formation loaded sized mixed fluid help efficient', 'efficient conduit production formation naturally sand gravel resin coated sand ceramic bauxite suitable heterogeneously homogeneously inside prop open formed formation effectively permeable production flow site fluid blended storage blender', 'blender pneumatic blow liquid added resulting fluid high handling prior blending create substantial dust blender result dust control employed effort control dust variety equipment create large footprint site operating equipment generally manually', 'manually intensive need equipment site requisite need met facilitate handling efficient manner mobile transfer disclosed chassis end end beam extending end end beam movably supporting beam mobile transfer erecting mast mast movably connected chassis', 'chassis proximate end actuator mast chassis moving mast horizontal position vertical position mobile transfer frame mast horizontal position vertical position frame inlet upper discharge volume inlet upper discharge mobile transfer additionally beam', 'beam beam extending end end gap end chassis positioned gap positioned inlet proximate discharge mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected', 'connected chassis proximate actuator mast chassis moving mast horizontal position vertical position vertical erecting mast horizontal position vertical position horizontal frame vertical horizontal horizontal section inlet inclinable section', 'section discharge chute horizontal volume inlet discharge chute mobile delivery disclosed movable silo outer housing frame vertical movable vertical movable mobile delivery frame base movably connected silo frame end frame outer housing mobile', 'mobile delivery mobile structure movable transported trailer mechanism moving silo travel operational trailer trailer bed flipper mechanism trailer bed rocker arm trailer bed flipper mechanism hook plate hook plate attached flipper mechanism hook', 'hook plate hook plate laterally opposed flipper mechanism hook plate hook plate nonzero angle movable mobile delivery pin pin attached pin hook plate pin hook plate movable mobile delivery inner bin interior outer bin interior inner bin disposed', 'disposed interior outer bin feed outlet direct interior inner bin outlet direct interior outer bin mobile delivery vertical movable vertical bucket elevator gravity dump hauler vertical enable substantially loading movable mobile delivery mobile', 'mobile structure mobile structure receive convey vertical vertical movably trailer chassis mechanism moving silo travel operational disclosed mobile transfer site orientation mobile transfer vertical erecting mast horizontal position vertical', 'vertical position horizontal auger ramp mobile transfer operational orientation adjacent silo array modular horizontal transferred silo mobile transfer mobile transfer provided wellsite orientation mobile transfer vertical horizontal position', 'position vertical position movable provided wellsite orientation movable operational orientation mobile transfer operational orientation adjacent movable vertical transferred movable vertical vertical movable brief denote illustrate meant limit', 'limit perspective view mobile transfer horizontal position perspective view mobile transfer vertical position perspective view frame perspective view discharge chute perspective view mobile transfer modular silo perspective view mobile transfer', 'transfer delivery trailer positioned thereon perspective view mobile transfer modular silo delivery trailer positioned thereon perspective view mobile transfer orientation tractor perspective view mobile transfer operational orientation perspective', 'view chassis perspective view chassis horizontal perspective view chassis horizontal orientation perspective view horizontal neck perspective view horizontal neck disposed base chassis perspective view horizontal neck retracted position perspective', 'view horizontal neck retracted position mast chassis configuration perspective view access deck disposed chassis mobile transfer b perspective access deck disposed chassis mobile transfer perspective view auger arrangement perspective view auger', 'auger arrangement positioned mobile perspective depict mobile transfer operation methodology possible expressly stated contrary inclusive exclusive condition b satisfied true b false false b true b true addition employed merely convenience general', 'general sense inventive concept read singular plural stated terminology phraseology descriptive language broad encompass matter additional matter feature structure characteristic connection phrase specification necessarily generally mobile transfer', 'transfer accordance mobile transfer chassis horizontal erecting mast vertical chassis base gooseneck chassis truck transport desired location site chassis erecting mast erect upright vertical operational position silo modular silo chassis erecting', 'erecting mast horizontal transport position chassis upright vertical operational position chassis modular silo chassis dock extended base frame chassis provided base end end end rear end chassis provided beam extending end end base underneath beam', 'beam proximate end connected beam connected collapsible base positioned ground suspension chassis provided gap connected collectively base transverse gap longitudinally base end end steel beam channel wide flange universal beam rolled steel joist', 'joist structure transverse spaced distance apart end end base extending gooseneck end base connect chassis truck truck suitable trailer hitch truck disconnected gooseneck gooseneck lie ground generally coplanar base configuration gooseneck ramp', 'ramp allow delivery truck trailer driven backed base gooseneck provided section section section extend end base section end end end section movably connected base locked position section movably connected end section section bar linkage locked', 'locked elevated position gooseneck position ramp desired trailer hitch gooseneck hitch structure known kingpin connect gooseneck truck benefit suitable type auger base positioned gap connected chassis end chassis base gap positioned substantially', 'horizontally surface positioned level surface allow transport truck trailer positioned base discharge dump deposit volume transport volume end end base positioned base positioned end chassis receive volume transport end auger belt smooth surface', 'surface transfer open person benefit positioned upwardly nonzero positive angle connected base chassis laterally base desired angle erecting mast mast chassis actuator engaging mast chassis erecting mast lay flat base chassis transported clear', 'clear erecting mast upright vertical operational position range motion erecting mast extend horizontal slightly past vertical degree range motion account angular misalignment ground height erecting mast formed steel tubing beam channel wide flange', 'flange universal beam rolled steel joist suitable shape mast chassis proximate end chassis mast horizontal position vertical position actuator raise vertical position associate modular silo mast provided frame end end beam extending end end beam', 'end beam extending end end spaced apart parallel orientation jointly actuator mast chassis mast path moving horizontal vertical actuator working concert mast lateral position vertical position actuator single actuator hydraulic pneumatic electrical', 'mechanical suitable mechanism capable moving mast vertical position vertical bucket elevator auger carry frame movably connected mast erecting mast movable horizontal position flat base transport vertical position vertically transporting volume', 'volume modular function similarly vertical frame movably connected mast mechanical attached mast slide frame relative end mast range hydraulic pneumatic mechanical variety manners hydraulic pneumatic arms worm gear inlet upper discharge inlet', 'inlet positioned proximate volume transported inlet upper discharge discharge chute chute modular simultaneously modular discharge chute diverter valve diverter valve allow discharge chute modular discharge chute interface modular desired manner', 'manner rain moisture frame optional engage formed modular frame securely attached modular optional power supply mobile transfer power actuator power supply actuator powered desired power source power source modular separate generator electrical line', 'line connected grid local power source power source electric natural gas liquid fuel power supply provided mobile transfer power supply desirably sized positioned base interfere operation movement erecting mast operation mobile transfer function', 'function truck chassis proximate modular silo modular truck disconnected chassis gooseneck lie ground generally coplanar base ramp allow transport trailer driven backed base erecting mast raised vertical position raise vertical position raise upper', 'upper limit range movement moving frame relative end mast mechanical linkage position chassis relative modular moving chassis end chassis modular suspension chassis position discharge chute engage lower modular discharge chute optionally lowering', 'lowering engage frame securely attached modular causing discharge modular transport trailer backed chassis discharge transport trailer positioned vertically volume gravity optional convey directly moving volume end chassis volume inlet volume', 'volume carried upward modular discharge chute laterally base suitable angle transport trailer positioned backed chassis benefit discharge chute attached housing frame extending horizontal adjustment vertical adjustment horizontal adjustment', 'mechanical linkage pivot connection multiple pivot working concert range motion horizontal path approximately range arrow vertical adjustment mechanical linkage range motion horizontal path range arrow horizontal vertical adjustment effect motion', 'motion horizontal vertical horizontal vertical adjustment movement position substantially parallel extended position laterally away auger belt function similarly discharge chute modular similarly discharge chute manner protecting rain moisture rain', 'rain chassis positioned suitable angle orientation position relative modular parallel angled perpendicular frame attached accordance illustrate mobile transfer mobile transfer generally chassis horizontal erecting mast access deck vertical chassis', 'chassis vertical truck transport vertical desired location site chassis greater chassis base gooseneck base chassis central box beam structure outer beam extend extend gooseneck outer beam steel beam channel wide flange universal beam rolled steel', 'steel joist suitable structure collapsible rear axle suspension collapsible rear axle suspension tandem suspension lower rest firmly ground operation chassis lowboy trailer design low ground clearance facilitate lowering ground rear outrigger', 'outrigger structure extend lower central box beam structure collapsible rear axle suspension horizontal disposed base chassis horizontal operational orientation horizontal horizontal section inclinable section suitable type auger base positioned', 'central box beam structure outer beam connected chassis horizontal inclinable section discharge near end chassis horizontal positioned substantially horizontally surface positioned level surface central box beam structure outer beam allow transport', 'transport truck trailer positioned base discharge dump deposit volume horizontal volume transport horizontal inclinable auger belt smooth surface transfer horizontal open inclinable person benefit inclinable positioned upwardly nonzero positive', 'positive angle horizontal horizontal orientation inclinable connected horizontal folded stowing position chassis transported desired location inclinable discharge distal end engage bucket elevator mobile operational orientation operation position', 'position transport horizontal inclinable inlet hoppers discharge horizontal horizontal horizontal section inclinable section horizontal section belt suitable mechanism disposed transferring inclinable section neck belt suitable mechanism disposed', 'disposed belt collapse neck retracted housing straighten tension neck fully extended horizontal belt driving horizontal disposed base chassis operational orientation fully extended engage bucket elevator enable transferring bucket elevator mast', 'mast raised operational orientation disposed base formed central box beam structure outer beam respective horizontal disposed beneath surface belt inclinable inlet opening belt horizontal section auger belt smooth surface transfer inclinable', 'positioned upwardly nonzero positive angle horizontal retracted preparation moving mast orientation alternatively raise orientation bucket elevator exposed disengaged allow free movement mast mast chassis configuration retracted orientation access', 'access deck disposed chassis accordance access deck surface disposed surface inlet deck plating individual cover inlet horizontal cover prevent unwanted ingress inlet unused access deck ramp enable access surface suitable ramp movably connected', 'connected surface suitable ramp connected perimeter surface access deck extending surface help ensure equipment deck remains securely b access deck disposed base chassis position operational position b access deck connected base suitable technique', 'technique weld combination access deck removable enable access replacement fold pinned lock vertically place stowing travel mobile transfer erecting mast chassis erect vertical upright vertical operational position silo modular silo array modular', 'modular chassis erecting mast vertical horizontal transport position chassis upright vertical operational position chassis modular silo similar mast outer beam base distal end chassis erecting mast mast actuator engaging mast chassis erecting mast', 'mast lay substantially parallel base gooseneck chassis transported stow orientation mast lying flat trailer gooseneck designed clear horizontal deployment upright vertical operational position range motion erecting mast extend substantially', 'horizontal slightly past vertical degree range motion account angular misalignment ground height erecting mast formed steel tubing beam channel wide flange universal beam rolled steel joist suitable shape base movably connected mast mechanical', 'attached mast actuator hydraulic pneumatic mechanical variety manners hydraulic pneumatic arms worm gear mast therewith house bucket elevator attachment mast allow bucket elevator boots individually elevator inlet hoppers bucket elevator mast', 'mast mechanism mechanically mast chassis horizontal vertical configuration mechanical stability road operational auger arrangement disposed proximal discharge near bucket operational orientation auger disposed articulated frame frame movably', 'movably connected mast frame operational orientation frame articulation mechanism moving auger arrangement desired position articulation mechanism suitable hydraulic pneumatic drive screw mechanical actuation frame securable position point range', 'range motion frame generally disposed proximal discharge bucket elevator operational position inlet hoppers engage discharge receive vertical auger auger disposed moving inlet hoppers auger arrangement disposed auger respectively modular regulate', 'regulate transfer auger arrangement positioned mobile disposed end positioned adjacent received inlet hoppers travel auger arrangement auger discharge received depict mobile transfer operation mobile transfer positioned tractor dock adjacent frame', 'frame extended bases mobile transfer positioned adjacent array modular vertical horizontal alternate auger arrangement orientation collapsible rear axle suspension extended position rear axle suspension lower base firm surface ground tractor', 'tractor detached gooseneck removed proximity rear axle suspension enable base disposed couple frame extended bases stow position ground auger arrangement articulated operational position mechanism mobile transfer positioned tractor adjacent array', 'array modular firmly positioned firm surface base ground mast vertical actuator position arcing motion operational orientation array modular vertical couple frame extended bases vertical operational position horizontal operational position', 'position horizontal unfolded extended operational position engage inlet hoppers mobile transfer positioned relative modular vertical horizontal auger arrangement operational orientation access deliver horizontal nonlimiting mobile transfer', 'transfer operational mode deploy mobile transfer operation feasible sequence disclosed mobile delivery movable silo outer housing frame vertical movable vertical movable movable modular upright operational orientation vertical orientation vertical', 'vertical operational orientation adjacent movable movable spirit movable long movable greater vertical movable vertical transferring movable vertical movable suitable design modular ser incorporated entirety nonlimiting movable storage pat pub', 'pat pub storage disclosed pat b transportable pat pub transportable apparatus disclosed pat pub portable storage silo pat b incorporated entirety combination suitable movable silo design construction suitable movable vertical convey movable', 'movable effective mechanism bucket elevator auger pneumatic vertical bucket mobile delivery vertical movable vertical bucket elevator gravity dump hauler vertical enable substantially loading movable mobile delivery mobile structure ser mobile', 'mobile structure receive convey vertical vertical movably base trailer chassis mechanism moving silo operational trailer chassis trailer bed flipper mechanism trailer bed rocker arm trailer bed flipper mechanism hook plate hook plate attached', 'attached flipper mechanism hook plate hook plate laterally opposed flipper mechanism hook plate hook plate nonzero angle movable mobile delivery pin pin attached pin hook plate pin hook plate trailer chassis end end beam extending end end chassis', 'chassis rear axle suspension beam movably supporting beam erecting mast mast movably connected chassis proximate end actuator mast chassis moving mast horizontal position vertical position vertical frame mast horizontal position vertical position', 'position vertical frame inlet upper discharge vertical volume inlet upper discharge transporting transferring handling wellsite preparation treating subterranean apparatus mobile transfer wellsite orientation mobile transfer vertical horizontal', 'position vertical position movable provided wellsite orientation movable operational orientation vertical operational orientation adjacent movable vertical suitable vertical horizontal transferred movable vertical vertical movable accordance mobile', 'mobile transfer wellsite orientation mobile transfer vertical erecting mast horizontal position vertical position mobile transfer horizontal auger ramp mobile transfer operational orientation adjacent silo horizontal transferred silo mobile transfer', 'transfer apparatus wellsite equipment treating subterranean formation equipment blender disposed adjacent fluid communication bulk storage handling bulk chemical storage bulk fiber handling liquid storage electric power delivery control fluid high', 'high equipment spirit foregoing provided illustration provided sufficiently convey exhaustive limit individual generally applicable interchangeable selected specifically varied ways departure design manufacture operation apparatus achieve apparatus', 'apparatus design construction condition erosion distinguish region layer section region layer section numerical imply sequence clearly context region layer section region layer section spatially relative inner outer beneath lower upper ease', 'ease relationship spatially relative encompass operation addition orientation turned beneath term encompass orientation rotated spatially relative appreciate possible materially']	106	[5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, -1, -1, -1, -1, -1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, -1, 16, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, -1, -1, -1, -1, 5, 5, 5, 5, -1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 5, 5, 5, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 16, -1, 30]	['chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'chassis mobile mast vertical horizontal transfer movable beam frame base position discharge trailer erecting delivery auger movably orientation end modular', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily']	[0.048766643663861194, 0.004287774614008463, 0.02365724564796264, 0.016924217364586203, 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-0.23549196124076843, -0.022445041686296463, -0.7854753732681274, 0.5142087936401367, 0.8728509545326233, 0.16734597086906433, 0.1719549298286438, -0.7549298405647278, -0.38008546829223633, -0.2520095407962799, -0.25437280535697937, -0.3126038908958435, -0.0967237800359726, -0.3349209427833557, 0.03261877968907356, 0.30713388323783875, -0.09975699335336685, 0.015005948022007942, -0.20203545689582825, 0.1486373096704483, 0.0922786220908165, -0.8440219163894653]	[-0.20950744 -0.02564762 0.6950021 ... 0.0373822 0.0351897 -0.3408433 ]	['5_chassis_mobile_mast_vertical', '16_spirit_person_appreciate_depart', '1_acid_aqueous_gravel_fluid', '30_identical_repeat_similar_feature', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid']	transfer ascertain frame initiation port surface sleeve improvement water sand information flow task depth repetition drive mobile acid spirit auger meaning composition clarity string erecting orientation slurry foregoing block identical direct aqueous data drilling beam comply operable appreciate necessarily relationship end pump gravel drill torque control depart screen equivalent dictate quickly applicant abstract piston limit valve horizontal modular understand stated polymer interpret model eccentric gel simplicity return learning rotary cleavable production equipment mast trailer reservoir delivery disclosed diagram fluid chassis base casing size bit apparatus time feature amide surfactant stage optional controller movable contact speed chloride mud view preceding viscosity pack similar realize position person reader metal outlet repeat vertical discharge movably formation	intention drilling mineral pipe practical beam steel comply simplicity bentonite elevator exemplify ramp pump rock determined drill improvement calcium hydrocarbon straightforward crystallization silica completion seismic tubing mast designing chloride inventive trailer slide routine borehole viscosity teaching geologic hydraulic similar piston mobile valve acid cavity communicating oil fluid routinely clarity erecting cement chassis tractor simplify foregoing identical	direct drilling casing polymer model feature eccentric beam surfactant comply stage operable optional relationship initiation end pump port gravel learning rotary controller torque improvement movable depart sand flow equipment quickly applicant depth abstract chloride mud trailer reservoir preceding repetition viscosity mobile acid disclosed spirit diagram modular reader auger string composition metal chassis vertical slurry foregoing base identical formation	direct aqueous data transfer drilling interpret model time feature eccentric beam frame surfactant operable optional appreciate pump gravel surface cleavable drill improvement movable water depart screen information equivalent contact speed mast abstract view reservoir similar mobile acid position spirit horizontal person reader meaning fluid composition string outlet clarity chassis vertical repeat slurry foregoing base identical formation	['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Mobile Chassis Beam Frame Mast Delivery System Orientation', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected chassis proximate actuator mast chassis moving mast horizontal position vertical position', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'beam beam extending end end gap end chassis positioned gap positioned inlet proximate discharge mobile transfer chassis gooseneck base base chassis rear axle suspension movably supporting chassis mobile transfer erecting mast mast movably connected', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'chassis proximate end actuator mast chassis moving mast horizontal position vertical position mobile transfer frame mast horizontal position vertical position frame inlet upper discharge volume inlet upper discharge mobile transfer additionally beam']
'US2015135816A1'	'Water Line Control For Sample Bottle Filling'	['E21B49/081', 'E21B49/0815']	['Obtaining fluid samples or testing fluids, in boreholes or wells with down-hole means for trapping a fluid sample', 'Sampling valve actuated by tubing pressure changes']	2013-11-20T14:00:00Z	['Adriaan Gisolf', 'Nathan Landsiedel']	['Schlumberger Technology Corp']	['arrangement sampling fluid bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation', 'actuation solenoid check valve water bottle arrangement sampling fluid compromising bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve', 'valve connected bottle water bottle fluid bottle inlet actuation solenoid check valve water bottle arrangement sampling fluid compromising bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting', 'fluid relief valve connected bottle connected water bottle actuation relief valve fluid accepted bottle piston arrangement check valve connected water bottle arrangement solenoid connected relief valve check valve arrangement fluid line seal valve', 'valve arrangement fluid line seal valve fluid flow bottle fluid flow pump fluid transfer line hydraulically locking piston bottle fluid piston fluid fluid transfer line bottle inlet bottle fluid fluid fluid transfer line actuation relief valve', 'valve causing fluid enter bottle sealing bottle fluid accepted bottle fluid accepted bottle entire volume bottle sealing bottle automatically preset fluid accepted bottle prior fluid flow fluid transfer line bottle bottle detachable related field', 'field relate fluid sampling specifically relate water line control bottle filling background information testing phases oil field service work testing identify geological geological typically nonlimiting presence water oil gas highly desired', 'desired formation tester accept oil gas water combination water oil gas formation tester bottle filling traditionally inlet bottle pump pump formation fluid past receptacle downstream pump fluid borehole exit port time capture desired time valve', 'valve bottle inlet ensure receptacle exit borehole closed fluid forced bottle pump bottle filled pump continue run fluid bottle pump limit valve bottle inlet subsequently closed trapping fluid bottle conventional tester design conventional sampling', 'sampling shock sampling limit arrangement sampling fluid provided bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid relief valve connected bottle connected water bottle actuation relief', 'relief valve fluid accepted bottle piston arrangement sampling fluid provided bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve', 'valve connected bottle water bottle fluid bottle inlet actuation solenoid check valve water bottle provided fluid flow bottle fluid flow pump fluid transfer line hydraulically locking piston bottle fluid piston fluid fluid transfer line bottle inlet', 'inlet bottle fluid fluid fluid transfer line actuation relief valve causing fluid enter bottle sealing bottle fluid accepted bottle brief bottle valve solenoid check valve bottle valve configuration relief valve bottle valve configuration relief', 'relief valve check valve bottle valve configuration relief valve check valve solenoid configuration bottle valve configuration position fluid flow bottle low shock sampling configuration fluid formation pump bottle sufficient overcome relief valve', 'valve configuration piston sealing action triggered automatically configuration bottle valve configuration reverse low shock sampling piston starting position fluid flow configuration fluid drawn water solenoid forcing piston configuration piston', 'piston sealing action automatically triggered individual provided water line control bottle filling b c alternative bottle filling conventional conduct sampling geological sampling filled provided sampling gaseous natural sampling laboratory relate', 'relate testing field considered provided relate sizes elongated shape provided considered allow sampling insulated detachable carrier prevent contents bottle mixed wellsite surface transported laboratory analysis concept provided water line control', 'control bottle filling water bottle check valve solenoid solenoid control bottle piston position water piston solenoid piston water check valve parallel solenoid water hydrostatic manage water air compressibility check valve compressibility result', 'result piston movement bottle filling inlet valve closed filling concept b provided water line control bottle filling water bottle relief valve relief valve maintain constant higher hydrostatic bottle entire filling additional benefit relief valve', 'valve fluid self sealing traditional filling self sealing bottle pump additionally nitrogen charge overpressure situation occur bottle filled bottle self seal time relief valve concept provided fluid entering bottle high concept c provided water', 'water line control bottle filling water bottle check valve relief valve relief valve concept b check valve ensure water equal hydrostatic bottle filling inlet valve closed filling fourth concept provided water line control bottle filling arrangement', 'combination solenoid piston movement water equalization capture desired solenoid water equalize hydrostatic subsequently exit borehole closed increase relief valve opening bottle filled solenoid closed lock piston position provided arrangement', 'relation concept provided bottle provided bottle internal piston capture fluid formation bottle fluid analysis left end bottle inlet bottle right bottle open solenoid positioned check valve configuration water line control established bottle filling', 'filling provided arrangement relation concept b provided provided bottle provided bottle internal piston capture fluid formation bottle fluid analysis left end bottle inlet bottle right bottle relief valve positioned relief bottle configuration', 'water line control established bottle filling provided arrangement relation concept c provided provided bottle provided bottle internal piston capture fluid formation bottle fluid analysis left end bottle inlet bottle right bottle relief valve', 'valve positioned check valve configuration water line control established bottle filling provided arrangement relation concept provided provided bottle provided bottle internal piston capture fluid formation bottle fluid analysis left end bottle', 'bottle inlet bottle right bottle relief valve positioned check valve relief valve check valve common solenoid arrangement configuration water line control established bottle filling bottle provided low shock sampling condition configuration concept', 'concept bottle internal piston capture fluid formation shaded region fluid bottle shaded region lack fluid white region fluid bottle fluid analysis open seal valve hydraulic fluid line traveling pump environment configuration fluid flow hydraulic', 'hydraulic flow line seal valve pump open seal valve piston inside bottle hydraulically locked position fluid piston shaded region fluid bottle configuration provided fluid formation pump fluid flow line near point right bottle bottle sufficient', 'overcome relief valve water bottle solenoid piston bottle sealing action inlet triggered accomplished automatically stage bottle removed surface recovery fluid reverse low shock sampling arrangement configuration fluid formation pump valve piston', 'piston hydraulically locked position fluid piston build check valve sampling provided fluid drawn water solenoid forcing piston fluid formation drawn bottle piston movement arrangement provided piston sealing action inlet triggered automatically', 'sealing action brought surface configuration provided bottle configuration series arrangement filled series parallel considered arrangement sampling fluid compromising bottle piston piston separates bottle inlet water fluid line connected bottle', 'bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation solenoid check valve water bottle arrangement sampling fluid provided compromising bottle piston', 'piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid relief valve connected bottle connected water bottle actuation relief valve fluid accepted bottle piston provided check valve connected water', 'water bottle provided solenoid connected relief valve check valve provided seal valve provided seal valve fluid flow bottle disclosed fluid flow pump fluid transfer line hydraulically locking piston bottle fluid piston fluid fluid transfer line', 'line bottle inlet bottle fluid fluid fluid transfer line actuation relief valve causing fluid enter bottle sealing bottle fluid accepted bottle fluid accepted bottle entire volume bottle accomplished sealing bottle automatically preset fluid', 'fluid accepted bottle prior fluid flow fluid transfer line bottle accomplished bottle detachable benefit appreciate depart']	37	[17, 17, 17, 17, 17, 17, 2, 18, 17, 17, 17, 17, 17, 17, 17, 17, -1, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17]	['bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'predominant gas type condensate matrix oil spectral principal matrices fluid known regression formation flowing sampling gor apparatus loading determined projecting', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve solenoid check inlet water line filling fluid provided arrangement configuration connected sealing accepted sampling actuation concept', 'bottle piston relief valve 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analysis geologic gas physics piston inlet spectral valve domain subterranean function matrix oil fluid string matrices regression block configuration predominant formation receiver	geological drilling bottle pipe petroleum pump compositional rock hydraulically drill water hydrocarbon flow seismic tubing oleaginous hydrostatic borehole hydraulic geologic gas physics piston spectral valve geophysical matrix oil fluid cement matrices shale	geological drilling casing flowing bottle sampling model solenoid sealing petroleum learning loading acoustic concept water flow equipment seismic principal depth relief reservoir gas physics piston inlet spectral valve domain subterranean oil string matrices regression predominant formation receiver	line data drilling bottle model time solenoid petroleum rock surface drill acoustic water modeling information type filling seismic condensate check principal relief digital reservoir geologic gas piston inlet spectral valve matrix oil fluid matrices predominant formation	['Fluid Filling System with Piston', 'Valve', 'and Solenoid Configuration', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', 'Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data']	['matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate composition formation fluid flowing formation fluid sampling apparatus predominant fluid type formation fluid flowing formation', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'arrangement sampling fluid bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'fluid type fluid oil gas gas condensate matrices matrix predominant fluid type oil matrix predominant fluid type gas matrix predominant fluid type gas condensate predominant fluid type fluid oil gas gas condensate matrices matrix predominant fluid', 'relief valve fluid accepted bottle piston arrangement sampling fluid provided bottle piston piston separates bottle inlet water fluid line connected bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve', 'known predominant fluid type oil principal spectral data known predominant fluid type gas principal spectral data known predominant fluid type gas condensate predominant fluid type formation fluid flowing formation fluid sampling apparatus score', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'bottle inlet fluid line transporting fluid solenoid connected bottle water bottle check valve connected bottle water bottle fluid bottle inlet actuation solenoid check valve water bottle arrangement sampling fluid provided compromising bottle piston', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid']
'US11156742B2'	'Reservoir simulation using an adaptive deflated multiscale solver'	['G01V20/00', 'G01V99/005', 'E21B43/00', 'E21B49/00', 'G06F17/18', 'G06F30/23', 'E21B2200/20', 'G06F2111/10']	['No data available', 'Geomodels or geomodelling, not related to particular measurements', 'Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells', 'Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells', 'Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis', 'Design optimisation, verification or simulation using finite element methods [FEM] or finite difference methods [FDM]', 'Computer models or simulations, e.g. for reservoirs under production, drill bits', 'Numerical modelling']	2016-10-06T13:00:00Z	['Alexander Lukyanov', 'Kees Vuik', 'Kyrre Bratvedt', 'Hadi Hajibeygi']	['Chevron USA Inc', 'TotalEnergies SE', 'Schlumberger Technology Corp']	['media reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high high low permeability shale differential generate differential algebraic differential generate solution solution subsequent reservoir', 'reservoir reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis deflation technique algebraic differential generate solution', 'solution generating visual model subsurface volume solution reservoir removing effect long coherent algebraic reservoir solution effect long coherent high removed reservoir solution differential solution differential subsequent iteration removing', 'removing effect long coherent algebraic solution differential converge response solution differential subsequent reservoir solution differential control generate differential reservoir data differential differential solution reservoir volumetric', 'flow reservoir long coherent high high low permeability shale combining solution effect removed calculate solution visual model solution model visual basis represent effect deflation technique differential reservoir exploitation visual model memory', 'memory media executed perform reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis deflation technique algebraic differential', 'generate solution generating visual model subsurface volume solution reservoir removing effect long coherent algebraic reservoir solution effect long coherent high removed reservoir solution differential solution differential subsequent iteration', 'iteration removing effect long coherent algebraic solution differential converge response solution differential subsequent reservoir solution differential control generate differential reservoir data differential differential solution representation', 'reservoir visual reservoir volumetric flow reservoir medium executed perform reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis', 'basis deflation technique algebraic differential generate solution generating visual model subsurface volume solution related priority provisional ser incorporated entirety background reservoir computer predict flow oil water gas porous media', 'media reservoir reservoir information maximize recovery oil gas forecasting reservoir production selection selection injection reservoir expensive large time perform particularly time calculated short interval time calculated want perform reservoir', 'reservoir shorter time utilize apparatus media disclosed reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate differential algebraic differential generate solution', 'solution reservoir multiple removing effect long coherent algebraic reservoir solution effect long coherent high removed reservoir solution differential solution differential subsequent iteration removing effect long coherent algebraic solution', 'solution differential converge response solution differential subsequent reservoir solution differential multiple control generate differential reservoir data differential differential multiple solution representation reservoir visual reservoir', 'reservoir volumetric flow reservoir apparatus disclosed processor memory media executed processor apparatus perform reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate', 'generate differential algebraic differential generate solution media disclosed store executed processor perform reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate', 'generate differential algebraic differential generate solution foregoing merely introduce subset exhaustive identify relevant considered brief incorporated constitute specification illustrate serve explain management manage geologic environment', 'domain deflation deflation deflation reservoir reservoir execute unnecessarily obscure distinguish similarly respectively considered terminology singular plural context clearly term possible specification specify presence stated preclude presence', 'presence addition term mean response response depending context attention directed accordance disclosed combined management manage geologic environment environment sedimentary basin reservoir management allow direct indirect management drilling', 'drilling geologic environment turn information geologic environment available feedback optionally input management management seismic data additional information data attribute analysis visualization operation seismic data information provided input', 'input rely earth geological virtual actual physical reconstructed data acquired observation seismic data information entity geometrical pillar grid entity earth model porosity property represent acquired data operate conjunction framework framework', 'framework framework classes facilitate modeling commercially available framework net framework wash extensible classes net framework class module code data classes program script borehole classes define data information conform attribute library', 'library occur prior input consider perform input information attribute geologic environment simulate behavior geologic environment responsive natural artificial analysis visualization allow interaction model output input simulator eclipse reservoir', 'reservoir simulator intersect reservoir simulator simulator implement solve reservoir recovery consider thermal management commercially available framework petrel seismic framework petrel framework allow optimization exploration development petrel', 'petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative integrate streamline framework considered considered data input modeling management operate', 'operate framework environment commercially available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment', 'interface framework model layer framework layer framework core layer layer framework commercially available ocean framework model layer commercially available petrel package ocean framework petrel considered petrel framework model building', 'building visualization framework mesh generation framework input receipt information interpretation seismic data seismic data log data image data framework mesh generation input information optionally conjunction information generate mesh model', 'model layer domain act data source rendering user rendering graphical environment display data user common look feel user interface domain entity property optionally entity geometrically represent property property data display entity represent', 'represent property log information version information display information display model data data data generally physical data storage physical accessible model layer model project project information completion modeling session user store project', 'project later time project model layer recreate relevant domain geologic environment stratification reservoir fault geologic environment variety equipment communication receive transmit information information information equipment equipment acquire', 'acquire information assist resource recovery equipment remote site equipment storage communication store communicate data provided data acquisition satellite communication network satellite additionally imagery spatial spectral temporal radiometric', 'geologic environment optionally equipment substantially horizontal intersect consider shale formation natural artificial hydraulic combination natural artificial reservoir laterally extensive lateral exist assessment assist develop laterally', 'laterally extensive reservoir equipment seismic analysis seismic data assessment perform operate data create data update data operate create editor creation editor selection petrel seismic data seismic ocean framework access module external', 'external executable code consistent robust numerical technique linear linearization nonlinear parabolic elliptic differential fluid flow heterogeneous anisotropic porous media numerical adaptive facilitate analysis nonlinear problem mixed', 'mixed differential fluid flow heterogeneous anisotropic porous media fluid flow porous media heterogeneous long coherent high high low permeability shale good approximation field high higher accurate efficient flow highly heterogeneous oil large', 'oil large scale domain size resolution heterogeneous geological data traditionally obtain effective freedom reduced problem capacity range reservoir similar accurate heterogeneous data basis locally basis boundary zero contrast solution original', 'original resolution finite volume deliver conservative local reconstruction addition allow calculation residual solution fulfillment governing original resolution iterative strategy iterative finite volume solver algebraic solver compressible flow', 'flow algebraic solver error combination smoother systematically reduced convergent previously iterative share capture finite efficient highly heterogeneous precisely incomplete lower upper resolve low high frequency respectively extended', 'extended compressible iterative efficient industrial algebraic solver highly heterogeneous anisotropic reason related weak information resolve error apply fluid flow porous media heterogeneous long coherent high high low permeability shale strong', 'strong reservoir large matrix result underlying problem severe lead extreme problem consequently extreme reduce convergence rate linear solver deflation technique symmetric conjugate gradient overcome extreme problematic symmetric linear performance', 'affected presence large reservoir result improving accuracy localization assumption reduced problem boundary global information adaptive improve convergence heterogeneous long coherent high separate long apply additional stage multiple original', 'original iterative stage additional adaptive deflation strategy critical complex geometrical global basis combining classical iterative strategy global stage low frequency error global basis small correspond harmonic additional spectral local', 'local complement original basis domain decomposition perspective improve convergence property specifically map problem locally capture additional original coarse approach detection critical error criterion detect additional coarse added arbitrarily', 'location high residual improve convergence adaptive employment deflation stage minimum change original strategy framework combine coarse global stage solver missing global information efficient manner governing fine scale conservation mass', 'mass multicomponent multiphase fluid flow porous media law nonlinear n c distributed n p phases written natural j n p x j j j n p x j p j p j g z q n c j n p j n c x j n p porosity x molar fraction phase j p j j j j p j k j j phase saturation molar', 'molar density mass density respectively j j relative permeability viscosity phase j gravitational acceleration g z direction q term mass balance io g w formulation considered sequential approach solve governing sequential approach separating impact', 'impact sizes selection algorithm solution stability convergence reservoir parabolic elliptic transport governing hyperbolic sequential n n elimination j n p n formulation p n j n p c p n p j n x n n n j n p c p n x j p j p j g z q time q term c p x', 'c p x x c g p g c w p w water water w phase oil oil phase gas oil x gas x phases general formulation relationship mass x standard formulation solution gas ratio provided sequential approach parabolic elliptic longer time possible converge transport', 'transport solver hyperbolic global transport solution control linear p b iteratively solution velocity solution p n employed sequential strategy update phase sequential strategy fully implicit strategy considering saturation resulting simultaneously', 'sequential efficient accurate solution desired high heterogeneity wide correlation mobility field rock heterogeneity adaptive employed advance expensive algebraic solver consider linear given iteration matrix solution p b iteration f p f b f', 'f p f b f respectively iteration written f p f b f highly heterogeneous coefficient matrix given restriction operator r solution coarse level original prolongation operator p prolongation operator p local problem zero basis local basis imposing', 'imposing coarse grid k given grid coarse node inside control volume cell coarse grid local basis function tilde h n c n coarse respectively n f grid coarse solid bold black k tilde h grid dual coarse grid flux interaction neighboring basis', 'basis calculated boundary condition grid direction edge solution problem boundary condition interior dual basis k h cell tilde h coarse k coarse node k rectangular dual lead basis function belonging node k k h n k h construction basis function k h', 'k h dual cell h zero local prolongation operation p basis function k column p k x basis calculated prolongation operator coarse c p c ra f c f n c coarse p c solution original fine scale c finding approximate solution p f f b f p f p c p ra f p f', 'ra f p f restriction operator fine scale coarse scale finite finite volume transpose prolongation operator r fe p conservative integration convert volume integration surface flux r cell j k local coarse basis global basis allow efficient error', 'error additional global basis remain small contrast local basis basis deflation theory subsequently restriction prolongation deflation theory basic deflation case let f linear matrix assume deflation matrix z deflation given matrix f z deflation', 'deflation projector matrices p p p f z p z f relatively cheap solution p f p f p f p p f simplified p f z f p f z b f dependency p f p circumflex p f p p f circumflex p f solution p f circumflex p f p b f solution original linear relation p f z b f', 'p f z b f p circumflex p f adaptive solver coarse ways fully mixed fully fully employ prolongation p restriction r applied f p c b f circumflex p c f p b f coarse obtain circumflex p c final solution reconstructed p f p z b f p p p c z p p f p b f f', 'f p b f f operator additive schwarz deflation correction written z r r ar r r restriction operator domain structure presence deflation projector p p light structure possible p f p z p ra f p r b f mixed mixed basis map fine coarse scales extended', 'extended conventional local basis globally deflation global prolongation operator p original prolongation operator deflation operator circumflex p restriction operator circumflex p written p f p p f p p b f mixed operator depend underlying', 'construction deflation deflation deflation approximately mitigate remove undesirable iterative accelerator deflation compute deflation subspace z effectiveness depending let computational domain divided nonoverlapping j j subscript h let x grid', 'x grid point domain h j employed define deflation domain decomposition deflation approach computational domain decomposed nonoverlapping j j deflation vector z j column deflation operator z j z j x j x j x j grid cell center definition z j disjoint', 'disjoint orthogonal choice deflation subspace deflation p p function agglomerate single cell deflation closely related bubbly flow span deflation span underlying heterogeneity low permeable region accomplished weighted overlap average overlap case', 'case large respectively overlap facilitate extreme highly heterogeneous computational large permeability field deflation case deflation account deflation domain similar domain deflation deflation deflation fine grid coarse grid case fine correspond', 'deflation vector grid grid border high permeability low permeability sharp contrast matrix coefficient grid deflation solid line dividing domain unique deflation vector grid deflation solid line contrast matrix coefficient result grid deflation', 'deflation division determined criteria solid line division deflation jump high permeability low permeability obtain serial implementation deflation particularly suitable parallel implementation deflation applied coarse deflation outside neighboring', 'deflation jump volume data bubbly flow polymer flooding aqueous viscosity presence polymer deflation location polymer reservoir deflation operator analysis fine scale operator spectrum approximate fine scale operator f z f circumflex z z z z z z z z', 'z z z z z circumflex z deflation approximate f circumflex tend approximate f circumflex circumflex deflation operator z final deflation operator harmonic formed imposing projection harmonic orthogonality approximation original problem f z f z z', 'f z f z z sparse harmonic relatively small cost user specify deflation operator nature correspond deflation operator z final deflation operator employ perform numerical construction deflation operator considered reservoir reservoir maximize', 'maximize reservoir exploitation framework framework management management begin data area metrics subterranean formation reservoir mesh data measured reservoir determined core seismic analysis nuclear magnetic resonance gamma ray logging type', 'type logging collected seismic measured rock type porosity permeability pore volume volumetric flow ratio composition fluid reservoir obtain physical reservoir volumetric flow ratio composition received user determine governing differential apply', 'apply data physical determine type model differential initialize model compositional model thermal model model implicit sequential adaptive implicit model model determine obtain differential correspond model additional initialize generalized', 'reservoir model reservoir determine obtain differential differential data differential finite volume define control mesh variable centroid control volume integrate differential governing control volume resulting perform initial physical data', 'data received approximation physical end subsequent approximation physical end previous approximation physical end current determine additional perform additional perform yes return perform additional perform proceed output physical end', 'end representation reservoir rendering visual volumetric flow reservoir reservoir maximize reservoir exploitation framework framework management management correspond begin effect long coherent high high low permeability shale differential remove', 'remove effect long coherent deflation technique overcome extreme extreme differential restriction operator differential result generate differential effect long coherent removed perform algebraic differential solve differential generate solution', 'solution perform differential effect long coherent complexity differential algebraic complex differential prior deflation consume large time removing effect long coherent algebraic time reduced combine solution differential effect long coherent high', 'high removed algebraically manipulate solution deflation prolongation operator solution coarse level solution original effect long coherent solution expend compute differential extreme solution governing solution converge equal zero threshold range', 'range zero return subsequent iteration subsequent iteration deflation extreme combination solution differential effect long coherent high removed improve approximation close solution convergence solution equal zero threshold range zero yes proceed', 'proceed proceed subsequent output solution threshold solution solution initial sequence solution converge threshold solution convergence solution converge algebraic differential determine solution executed accordance computer computer individual', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'share architecture computer physical computer facility communication computer data processor processor module subsystem circuit gate array control storage media storage media note storage media computer storage media distributed multiple internal', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'storage note provided storage medium provided multiple storage media distributed large possibly plural storage medium media considered article article manufacture article article manufacture refer single multiple storage medium media machine running', 'running remote site network execution reservoir reservoir data generating differential removing effect long coherent algebraic combining effect long coherent algebraic computer reservoir module single reservoir module perform disclosed alternate', 'alternate reservoir perform disclosed combine additional configuration arrangement hardware combination hardware signal running functional information apparatus general chips appropriate combination general hardware protection geologic', 'geologic interpretation refined iterative fashion concept applicable feedback executed algorithmic basis manual control user make regarding given action template model sufficiently accurate evaluation subsurface geologic formation consideration', 'foregoing explanation exhaustive precise disclosed possible view occur simultaneously chosen explain practical enable utilize']	89	[-1, 39, 39, 39, -1, 39, 39, 39, 39, -1, 2, 39, 39, -1, 39, 39, -1, -1, -1, 2, -1, 23, 33, 33, 33, 23, 23, -1, -1, -1, -1, -1, -1, 2, -1, -1, 2, 7, -1, -1, -1, -1, -1, 7, -1, -1, -1, -1, -1, -1, -1, 7, 35, 25, 7, -1, 7, 7, 7, 7, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 3, -1, 3, -1, 39, 39, 7, -1, 3, 20, 20, 14, -1, 39, -1, -1, 16]	['data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework petrel simulator reservoir input intersect improving allow exploration environment eclipse collaborative geologic output asset development management develop productivity increasing', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'framework ocean petrel classes layer net commercially environment conform wash available model considered extensible operate script stable corporation package efficient', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'grid coarse domain flux calculating transport generating reservoir parallel computer calculated dividing available create communicating multiple segment divided processor represent', 'mesh block implicit volume point horizon fault grid stratigraphic function cell interpolation tetrahedral interpretation basin iso tetrahedron vertices vector constraining', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel amide sand chloride pack polymer return viscosity metal size', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'bound lower multiplex variation operation perturbation vibration pump coarse dry solution given prolongation running basis original reduced sat approximately speed', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'differential coherent solution long removing reservoir effect algebraic generate high perform subsequent iteration executed volumetric removed subsurface deflation visual volume', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing 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0.029753252863883972, 0.2822984755039215, 0.009756635874509811, 0.0886024758219719, 0.2668415904045105, -0.39743220806121826, -0.4698788821697235, 0.20084747672080994, -0.04467986524105072, -0.20883570611476898, -0.17194701731204987, 0.5064989924430847, -0.5748306512832642, 0.11892177164554596, -0.89847332239151, 0.5238694548606873, 0.597616970539093, 0.5622552633285522, -0.23862142860889435, -0.3279510736465454, -0.26923564076423645, -0.11889108270406723, -0.37025412917137146, -0.43791040778160095, 0.05998232588171959, -0.39145249128341675, 0.25755831599235535, 0.36787891387939453, 0.040963150560855865, -0.26218149065971375, -0.024394182488322258, -0.08468180894851685, -0.15102426707744598, -0.3318858742713928]	[-1.0441742 -0.31990802 0.5214297 ... -0.31994915 0.5786724 -0.8833135 ]	['16_spirit_person_appreciate_depart', '39_differential_coherent_solution_long', '33_framework_petrel_simulator_reservoir', '20_computer_media_network_processor', '2_seismic_rock_data_modeling', '7_bound_lower_multiplex_variation', '35_grid_coarse_domain_flux', '25_mesh_block_implicit_volume', '1_acid_aqueous_gravel_fluid', '14_memory_storage_media_random', '23_framework_ocean_petrel_classes', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	node coarse ascertain environment curve development port executed surface processor prolongation bound operate sleeve readable iteration basis modeling cell water sand parallel information flow coherent operation considered petrel efficient perturbation conform depth given sweet removable user gate code increasing drive stable physics intersect generating calculated acid memory selected spirit available communicating meaning composition transport magnetic extensible segment string disk observation slurry exploration network foregoing block aqueous data flux drilling storage original random interpretation allow comply operable appreciate petroleum dividing tetrahedron pump gravel drill acoustic torque basin control nonvolatile depart screen parameter equivalent computer framework reduced vertices quickly decision applicant algebraic subsurface wash abstract digital improving layer geologic approximately develop piston stratigraphic limit iso valve multiplex spectral net domain volume understand removing eclipse stated sat signal simulator running volatile subsequent volumetric polymer interpret model visual collaborative vibration constraining eccentric gel mesh vector package effect return test variation bus connected learning tape cleavable dry tetrahedral rotary semiconductor deflation production input divided represent communicate differential equipment seismic flash high reservoir score lower disclosed subterranean corporation module architecture fluid create floppy removed management output receiver ram geological perform size casing bit sampling time fitting apparatus article amide note surfactant conditioner medium generate share inversion media rock ocean classes additional controller implicit fault unlabeled commercially program asset access solution speed chloride mud preceding long analysis independently grid viscosity pack interpolation realize position person productivity function reader metal outlet script horizon calculating point multiple formation	environment optimization cache prolongation processor calcium modeling prediction hydrocarbon petrel conform reduction designing minimization approximate teaching hydraulic simplified physics intersect electronic recorder acid memory communicating matrix technology magnetic cement exploration foregoing interface numerical drilling data granularity pipe comply solve bentonite petroleum dividing integration tetrahedron pump determined drill computer framework reduced algebraic wash multiphase geologic piston stratigraphic spectral valve domain removing eclipse projection configuration simulator recovery mineral server solver operatively streamline mesh exemplify variation semiconductor differential seismic calculation inventive reservoir comparator borehole hardware fluid subdividing matrices shale multicore geological chips intention sampling practical reduce rock ocean controller removal crystallization silica tubing chloride grid slide analysis spectrometry viscosity interpolation brief cavity geophysical reducing oil calculate calculating	coarse environment development port executed prolongation processor readable cell sand flow petrel efficient depth gate physics acid memory spirit composition string transport magnetic slurry exploration network foregoing drilling flux data storage original comply operable petroleum dividing tetrahedron pump gravel acoustic torque basin parameter nonvolatile depart computer reduced quickly algebraic subsurface wash applicant abstract improving geologic stratigraphic iso spectral multiplex domain sat eclipse running simulator subsequent volumetric polymer model vibration eccentric mesh vector test bus learning rotary dry semiconductor deflation differential equipment seismic flash high reservoir score corporation subterranean disclosed fluid architecture management output receiver ram geological casing perform sampling article surfactant conditioner media ocean classes controller additional fault unlabeled commercially speed chloride mud independently grid preceding viscosity function reader metal script horizon calculating multiple formation	coarse environment curve surface processor bound water modeling information parallel coherent operation petrel perturbation intersect generating acid memory available spirit composition string extensible transport magnetic meaning disk slurry exploration network foregoing block aqueous data drilling flux storage random operable appreciate petroleum pump gravel drill acoustic depart screen equivalent computer framework algebraic abstract digital layer geologic stratigraphic spectral multiplex net domain volume removing simulator volatile interpret model collaborative vibration eccentric mesh effect test variation connected cleavable dry production input differential seismic flash high reservoir lower module fluid perform time article surfactant conditioner medium generate share media rock ocean classes implicit fault unlabeled access solution speed long grid analysis position person function reader outlet horizon point formation	["Understanding the Abstract Departure of an Applicant's Spirit and Equivalents", 'Framework-Driven Reservoir Management and Optimization in Petrel Simulator Environment', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Storage Media and Memory Technologies in Computer Systems', 'Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Ocean Framework Integration in Stable and Efficient Development Environment for Net Corporation', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Iterative Removal of Coherent Algebraic Differential Solutions in Reservoir Analysis', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Multiplex Operation with Lower Bound Vibration Variation Monitoring', 'Domain-Driven Coarse Grid Generation for Reservoir Transport Calculation on Parallel Computers', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', 'Mesh and Block-based Implicit Volume Interpretation and Stratigraphic Property Estimation']	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset team productivity framework reservoir develop collaborative', 'framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework model layer operatively link petrel', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'available framework environment ocean framework environment integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'horizon interpretation information mesh block mesh volume attribute interpolation block implicit iso surface extraction block subdivision block subdividing meshed volume extracted output block volume model meshed volume input block input block mesh', 'intersect reservoir simulator reservoir recovery consider thermal management framework petrel seismic framework petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound variation provided assistance multiplex lower bound variation running date received', 'block given control point definable mesh calculating implicit function implicit implicit function calculation block receive control mesh vertices turn calculate implicit output block given calculated implicit stratigraphic property block extracted', 'mesh block mesh block volume attribute interpolation block implicit function calculation block stratigraphic property block iso surface extraction block iso surface extraction block subdivision block subdividing meshed volume horizon horizon block', 'media reservoir reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse grid domain generating', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'variation operating multiplex pump recording information operation series pump subset generate information approximately lower bound variation operating given perturbation series introduction enable continued operation approximately lower bound', 'reservoir reservoir data subsurface volume differential reservoir reservoir data differential removing effect long coherent high differential generate differential removing basis deflation technique algebraic differential generate solution', 'generate differential algebraic differential generate solution media disclosed store executed processor perform reservoir reservoir data differential reservoir reservoir data differential removing effect long coherent high differential generate', 'memory media executed processor apparatus perform reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'removing effect long coherent algebraic solution differential converge response solution differential subsequent reservoir solution differential control generate differential reservoir data differential differential solution reservoir volumetric', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'decrease perturbation regardless sufficient lower bound established actual proceed random operation close known lower bound substantially vibration operating multiplex lower bound variation running brief initial time running lower bound variation', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'reservoir grid domain parallel computer reservoir data reservoir data grid create grid dividing grid generating coarse domain domain calculating domain coarse grid domain calculating flux domain coarse grid domain calculating transport domain coarse', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'moment aqueous composition water sufficient dissolve mineral acid fixing agent aqueous composition mineral acid molar concentration aqueous composition fixing agent mineral acid molar ratio aqueous composition mineral acid hydrochloric acid aqueous', 'smectite nontronite perlite vermiculite selected group acrylate acrylic acid amide vinyl alcohol urethane composition water degradable solid polymer acid precursor composition water degradable acid coating composition core weighting composition', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'integration petrel framework ocean framework environment net corporation wash stable efficient development conform operate framework environment interface framework model layer framework layer framework core layer layer framework ocean framework', 'formation subterranean fluid aqueous composition high pump operating high pump treat formation fluidly aqueous composition mineral acid fixing agent dipole moment aqueous composition water aqueous composition prepared mineral acid amine amide', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'framework operatively link simulator eclipse reservoir simulator intersect reservoir simulator petrel framework allow optimization exploration development petrel framework seismic output information increasing reservoir performance improving asset', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US2023333275A1'	'Circular Downhole Ultrasonic Phased Array'	['G01V1/52', 'E21B47/107', 'G01N29/043', 'G01N29/225', 'G01N29/227', 'G01N29/262', 'G01N29/265', 'G01N29/28', 'G01V1/46', 'G01V1/523', 'G01N2291/044', 'G01V2001/526', 'G01V2210/121', 'G01V2210/1299', 'G01V2210/1429']	['Structural details', 'Locating fluid leaks, intrusions or movements using acoustic means', 'Analysing solids in the interior, e.g. by shear waves', 'Supports, positioning or alignment in moving situation', 'Details, e.g. general constructional or apparatus details related to high pressure, tension or stress conditions', 'Arrangements for orientation or scanning by relative movement of the head and the sensor by electronic orientation or focusing, e.g. with phased arrays', 'Arrangements for orientation or scanning by relative movement of the head and the sensor by moving the sensor relative to a stationary material', 'Details, e.g. general constructional or apparatus details providing acoustic coupling, e.g. water', 'Data acquisition', 'Damping devices', 'Internal reflections (echoes), e.g. on walls or defects', 'Mounting of transducers', 'Active source', 'Subsurface, e.g. in borehole or below weathering layer or mud line', 'Subsurface, e.g. in borehole or below weathering layer or mud line']	2023-06-21T13:00:00Z	['Jean-Baptiste Cozon', 'Orland Guedes', 'Roel Van Os', 'Stephane Guimont']	['Schlumberger Technology Corp']	['acoustic transducer backing contact inner surface transducer structure housing structure housing structure structure degree freedom relative longitudinally backing compressional transferred backing canister outer surface transducer radial transducer', 'exposed higher atmospheric apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic canister outer surface transducer exert', 'exert radial transducer environment higher atmospheric apparatus canister permanently plasticly deformed transducer apparatus acoustic acoustic coupling layer transducer canister apparatus transducer array active collectively disposed substantially', 'cylindrical outer surface backing active independently emit acoustic excitation receive echo perform apparatus metal casing penetrating subterranean formation divisional ser circular ultrasonic array mar priority benefit incorporated background', 'ultrasonic oil gas exploration production cased uncased open cased ultrasonic inspect casing cement casing borehole open ultrasonic obtain image borehole surface identify texture acoustic subterranean formation borehole ultrasonic generally able', 'able withstand differential surface borehole acquisition electronics disposed cavity electrically connected rest bulk pat entire incorporated provided introduce selection identify indispensable matter aid matter apparatus acoustic measurement', 'transducer acoustic excitation echo perform acoustic measurement backing contact inner surface transducer structure mechanically housing structure mechanically housing acoustic measurement longitudinally extending mechanically structure mechanically', 'structure mechanically longitudinal degree freedom relative longitudinally backing compressional longitudinal experienced transferred backing apparatus acoustic transducer acoustic excitation echo perform backing contact inner surface transducer', 'acoustically transparent canister forming external surface acoustic canister outer surface transducer exert radial transducer environment higher atmospheric additional learned person reading attached brief read accordance standard industry drawn', 'drawn scale fact arbitrarily reduced clarity schematic view implementation apparatus sectional view implementation apparatus sectional view apparatus sectional view implementation apparatus perspective view implementation apparatus perspective view', 'view implementation apparatus simplify course merely addition repeat repetition simplicity clarity dictate relationship feature contact feature direct contact additional interpose direct contact schematic view implementation wellsite applicable', 'wellsite onshore offshore wellsite borehole conveyance wellsite evaluation borehole cement casing borehole tubular casing production tubing subterranean formation borehole cased section open hole section majority cased majority uncased open casing', 'casing cement suspended borehole lower end conveyance conveyance single multiconductor logging cable drum winch surface wellsite borehole wellsite surface generally planar surface terrain surface floor rig wellsite equipment wellsite perpendicularly', 'borehole operation winch drum reel conveyance pull direction borehole reel conveyance direction borehole conveyance facilitate data communication surface equipment disposed wellsite surface slip schematically electrically conveyance surface', 'surface equipment conveyance alternatively transport string conductor inside cable module autonomously acquire store memory human intervention communication surface equipment winch disposed service vehicle stationary service vehicle stationary', 'contain surface equipment elongated housing mandrel chassis structure carrying electronic mechanical measuring feature characteristic borehole casing tubular casing cement formation core fluid liquid gas borehole formation additional relative', 'relative implementation wellsite data surface equipment control electrical mechanical controller remote computer communication equipment equipment data computer distributed computer collected data information distributed human wellsite operator', 'operator locally surface remotely data individually combination perform data processor capability caliper acoustic ultrasonic data related evaluation cement casing tubular casing formation computer run processor surface equipment utilize data', 'data received controller transmit control operative communication electrical optical conveyance tangible storage medium controller surface equipment external tangible storage medium storage medium known storage media magnetic disk optically readable', 'readable disk flash memory kind remote storage wired wireless communication links ultrasonic measurement operable acoustic borehole casing tubular casing cement formation ultrasonic measurement array acoustic active acoustic transmitter receiver', 'receiver ultrasonic measurement orientation module measurement azimuth ultrasonic measurement module relative bearing sensor sensor magnetometer gyroscopic sensor centralizer module centralizer module electric motor driven controller actively', 'actively extending opening arms arms implementation arms extension arms urging ultrasonic measurement central position casing tubular borehole ultrasonic measurement ultrasonic measurement centralizer module open hole cased hole centralizer module', 'module array module centralizer module type centralizer module passive centralizer module sectional view implementation ultrasonic measurement ultrasonic measurement implementation ultrasonic measurement ultrasonic measurement upper housing lower', 'lower housing upper lower connected ultrasonic measurement adjoining string ultrasonic measurement central central hollow permit passage electrical wiring extending string alternatively central solid electrical pass ultrasonic measurement upper', 'upper structure upper housing upper central lower structure lower housing lower central upper lower single discrete merely clarity ease upper lower discrete ultrasonic measurement backing intermediate central longitudinally backing active array', 'array collectively disposed substantially cylindrical outer surface backing implementation active longitudinal azimuthal active disposed backing azimuthal position active independently emit acoustic excitation receive echo perform acoustic active', 'active mechanically electrically substantially cylindrical inner circuit circuit board connected connector connected electronics situated inside ultrasonic measurement upper housing canister active implementation central position center ultrasonic', 'measurement acoustic measurement array transducer ultrasonic measurement transducer individual transducer ultrasonic measurement axial longitudinal tension compression upper lower tension upper lower central upper lower respectively solid backing', 'backing formed low bulk modulus mix loaded solid content tungsten powder high bulk modulus solid matrix metal filled filler tensile strength forming backing generally suitable tension n central formed steel consequence central rigid backing tensile', 'tensile axial transferred upper lower central upper lower instead backing backing array active circuit axial compression upper lower backing upper lower respectively dashed arrangement withstand compression backing formed low bulk modulus', 'modulus compressional force backing balancing radial compressional backing shape remains sufficiently stable damage array active circuit upper lower lower structure axial longitudinal degree freedom central compression backing central compression', 'upper lower able relative central movement possible position structure fixed relative position central mechanical connection central structure movement structure axis compression movement tensile mechanical feature nut shoulder end stop stroke', 'stroke structure tension implementation lower structure axial degree freedom distance active electronics upper housing upper structure axial degree freedom relative central implementation intermediate central flange protrusion extending radially', 'radially outward recess substantially cylindrical inner surface backing protrusion position upper structure relative central lower structure end backing constrained relative central compression backing compression axial longitudinal position lower', 'lower structure change architecture transducer compensate constraining transducer need conventional complex bulkhead array rest ultrasonic measurement sectional view ultrasonic measurement implementation ultrasonic measurement circuit ultrasonic', 'measurement circuit implementation ultrasonic measurement row eighteen active seven active fully active hidden removed view dashed sake clarity active direct contact outer cylindrical surface backing bonding layer interpose active outer cylindrical', 'surface backing disposed active similar backing simple polymer added solid content active mechanical plated nonconductive sectional view implementation ultrasonic measurement ultrasonic measurement substantially similar identical ultrasonic', 'measurement active outer cylindrical surface backing active fully protrude outward outer cylindrical surface backing active protrude outward outer cylindrical surface backing disposed active inclusion resistant layer disposed array circuit canister', 'canister layer acoustic coupling layer silicone reduce risk air sensor fitting canister active canister metal alternatively canister elastomer shrinkable elastomer polymer plastic ether ketone peek metal canister array circuit active corrosive', 'corrosive environment borehole forming canister metal instead conventionally layer ultrasonic transducer gas array outside environment metal canister acoustically transparent mechanical canister ensure good contact active acoustic path ultrasonic', 'prevent gas air array higher ambient atmospheric inclusion resistant layer canister plastically deformed ultrasonic measurement canister ductility elongation strength permit permanent deformation canister remain entire operating envelope array', 'array permanent deformation canister sufficient force array ensure adequate acoustic contact backing active layer ambient canister shape memory alloy sma crystalline arrangement subjected extreme high canister borehole configuration good contact', 'contact active canister configuration active canister extreme compact configuration good contact proper array dependent differential contrast conventional acoustic design active flexible circuit aid elimination flat lack relief flexible nature', 'nature circuit forming circuit flexible silicon peek transparent conductive polyester film flexible perspective view implementation circuit board circuit circuit board circuit schematically actual vary connected end active contain signal ground', 'ground backing conductive conductive layer outer surface ground directly connection active backing circuit board connected extending radially inward central extending longitudinally ultrasonic measurement additional routing implementation connector', 'connector extend connector acquisition electronics ultrasonic measurement electrical connection electrically connected perspective view implementation active array array implementation array azimuthal relative borehole rotation ultrasonic', 'measurement array active extending central axis array array transducer collectively disposed azimuthally substantial entire periphery view entirety person recognize apparatus acoustic measurement transducer operable acoustic excitation echo perform', 'perform b backing contact inner surface transducer c structure mechanically housing structure mechanically housing e longitudinally extending mechanically structure mechanically structure mechanically longitudinal degree freedom relative extending', 'extending longitudinally backing compressional longitudinal experienced transferred backing transducer substantially cylindrical outer surface backing acoustic measurement acoustically transparent canister surrounding transducer canister outer', 'outer surface transducer exert radial transducer environment higher atmospheric canister permanently plasticly deformed transducer canister formed shape memory alloy canister metallic acoustic measurement circuit transducer mechanically electrically', 'substantially cylindrical inner circuit circuit flexible acoustic measurement canister circuit interpose transducer canister acoustic measurement acoustic coupling layer transducer canister acoustic coupling layer silicone hollow permit passage', 'passage electrical conductor transducer array active collectively disposed substantially cylindrical outer surface backing active independently emit acoustic excitation receive echo perform metal casing penetrating subterranean formation apparatus', 'apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic contact outer surface transducer exert radial transducer environment', 'higher atmospheric acoustic circuit transducer mechanically electrically substantially cylindrical inner circuit circuit flexible canister permanently plasticly deformed transducer canister formed shape memory alloy canister metallic acoustic', 'acoustic acoustic coupling layer transducer canister acoustic coupling layer silicone transducer array active collectively disposed substantially cylindrical outer surface backing active independently emit acoustic excitation receive echo perform', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'ascertain nature technical interpret limit meaning']	57	[29, 29, 29, 29, -1, 29, 29, 29, -1, -1, 30, -1, -1, -1, -1, -1, -1, -1, 14, 6, 2, -1, -1, -1, -1, 29, 29, 29, -1, -1, -1, -1, 26, 26, -1, 29, -1, -1, -1, -1, -1, -1, -1, 4, 29, 2, 29, -1, 29, 29, 29, 29, 29, 29, 29, 16, 16]	['transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'identical repeat similar feature direct clarity view improvement optional contact apparatus repetition dictate stage diagram simplicity relationship task initiation necessarily', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'cutting pad axial axis gauge cutter reamer radial region middle radially axially block exclusively radius edge upper distance slightly possibility', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'seismic rock data modeling model digital geologic acoustic petroleum reservoir geological domain sweet subterranean signal inversion function physics receiver analysis', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'transducer backing canister acoustic active excitation outer circuit measurement echo mechanically array cylindrical surface inner longitudinally collectively perform atmospheric contact', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[1.4332377838569156e-306, 9.896758613390088e-308, 1.9623485218916502e-306, 8.869559685694306e-307, 3.580305935093156e-307, 5.305835737918418e-308, 1.536287350120039e-307, 2.2435317777793305e-307, 1.0917482070133039e-307, 8.276104410108404e-308, 2.2144744949030918e-307, 6.283193482403985e-308, 4.820506163970824e-308, 1.871298123390811e-307, 7.474744924701308e-308, 8.377702793668811e-308, 7.73857950227109e-308, 5.313328435708479e-308, 9.614048380944669e-308, 3.800952165351875e-307, 8.287409373948835e-308, 9.805114791373563e-308, 1.2373950422242517e-307, 7.161680773868701e-308, 1.0669311631500742e-307, 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-0.5255751609802246]	[-0.6807635 -0.30865955 0.5961557 ... -0.5572032 -0.19540945 -0.06913447]	['16_spirit_person_appreciate_depart', '26_cutting_pad_axial_axis', '29_transducer_backing_canister_acoustic', '2_seismic_rock_data_modeling', '30_identical_repeat_similar_feature', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '4_fiber_optical_optic_sensor', '6_network_wireless_interface_display']	transducer ascertain response initiation mechanically surface radius processor outer improvement readable edge modeling information flow axial atmospheric task sweet depth removable repetition card switch axis local physics mobile display memory spirit meaning clarity magnetic string disk foregoing network block identical sensor telephone interface slightly direct data drilling storage random cable comply light appreciate necessarily petroleum relationship canister probe pump drill acoustic radially axially control nonvolatile depart equivalent dictate computer cutting quickly applicant region abstract digital echo multiphase geologic limit domain ultraviolet strain circuit communication understand stated array signal upper volatile interpret model graphics simplicity fiber exclusively bus learning tape semiconductor production input area equipment excitation length seismic flash reamer reservoir distributed cutter disclosed subterranean diagram infrared radiation fluid inner active measurement floppy immersion gauge output receiver ram geological optic perform casing backing collectively apparatus time feature printer stage exemplary medium optional inversion possibility media pad longitudinally wired distance rock contact access cellular view cylindrical preceding analysis similar satellite middle realize person wireless function reader radial optical repeat formation	transducer wirelessly cache processor radius improvement cell hydrocarbon stroke axial designing geophone teaching hydraulic physics mobile electronic memory communicating clarity magnetic thermoplastic cement foregoing sensor identical drilling cable comply petroleum determined drill acoustic accelerometer radially axially login computer cutting straightforward geologic simplicity acoustically fiber exemplify semiconductor excitation seismic reamer inventive routine borehole cutter hardware radiation ultrasonic shale multicore silicone chips geological interferometer optic intention practical compressional wired rock electronics router cellular completion tubing cylindrical similar metallic wireless geophysical radial oil routinely optical simplify	transducer initiation mechanically outer improvement readable flow atmospheric depth repetition card switch local physics mobile memory spirit string magnetic foregoing telephone identical interface direct drilling cable comply relationship petroleum canister acoustic nonvolatile depart computer quickly applicant abstract echo domain ultraviolet strain array upper model graphics fiber bus learning exclusively semiconductor equipment seismic flash reamer reservoir cutter disclosed subterranean diagram infrared radiation gauge receiver ram geological perform casing printer feature stage exemplary optional media possibility pad longitudinally distance preceding satellite middle wireless radial reader optical formation	transducer response mechanically surface outer improvement modeling information axial switch card axis local mobile display memory spirit meaning clarity magnetic disk network foregoing sensor identical interface direct data drilling storage random cable light appreciate petroleum canister probe drill acoustic depart equivalent cutting region abstract digital geologic circuit volatile interpret model fiber area excitation length seismic flash reamer reservoir cutter radiation fluid active measurement gauge optic backing printer time feature medium optional media pad rock contact access view similar middle person wireless radial reader optical repeat formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Storage Media and Memory Technologies in Computer Systems', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Radially and Axially Aligned Cutter Pad Cutting in Borehole Reamer', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Active Acoustic Transducer Array for Atmospheric Echo Measurement in Cylindrical Canister Environment', 'Digital Rock Modeling for Petroleum Reservoir Geologic Analysis', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['radially outwardly central axis differ cutting thereon cutting region pad difference presence axial position pad thereon arrangement presence axial axial length pad cutting possibly possibly axial length pad cutting cutting region attached borehole', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'additionally rate formation fluid formation fluid sampling apparatus parameter proceed directly double headed arrow diagram apparatus similar identical previous similar identical repeat similar identical optional sake clarity optional potentially', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic contact outer surface transducer exert radial transducer environment', 'digital rock modeling data digital rock modeling data forward stratigraphic modeling digital rock modeling data reservoir rock generate digital rock modeling data data core reservoir rock combined pore geometry data upscale digital rock modeling', 'graph related graph related diagram simplify course merely addition repeat repetition simplicity clarity dictate relationship formation feature feature formed direct contact additional formed interposing direct contact schematic view wellsite', 'outermost cutting extend gauge slightly gauge similar diagram outer cutter seen diagram axially length lower edge pad block upper edge pad block axial extent pad block cutting region block pad block axially cutting region block consequently barrel', 'exposed higher atmospheric apparatus acoustic transducer operable acoustic excitation echo perform backing contact inner surface transducer acoustically transparent canister forming external surface acoustic canister outer surface transducer exert', 'rock modeling data combining digital rock modeling data source data generate digital rock modeling data digital rock modeling data digital rock modeling data selected group sequence stratigraphic modeling outcrop facies proportion seismic forward', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'axial length pad cutting axial length pad cutting axial length pad cutting preceding cutting region axially radially relative axis preceding cutting region axially radially relative axis region axially relative axis pad cutting region radial', 'data generate digital rock modeling data digital rock modeling data data data selected group logging data statistics seismic data electromagnetic data seismic data borehole scale digital rock modeling data selected group capillary resistivity', 'gor alternatively additionally rate formation fluid formation fluid sampling apparatus composition gor diagram apparatus similar identical previous similar identical respectively repeat similar identical optional sake clarity optional formation', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'acoustic acoustic coupling layer transducer canister acoustic coupling layer silicone transducer array active collectively disposed substantially cylindrical outer surface backing active independently emit acoustic excitation receive echo perform', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain']
'US9797235B2'	'Drilling optimization with a downhole motor'	['E21B44/02', 'E21B4/02', 'E21B44/00', 'E21B45/00', 'E21B47/00', 'G01P3/44', 'G01P3/487', 'H02K11/215']	['Automatic control of the tool feed', 'Fluid rotary type drives', 'Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions', 'Measuring the drilling time or rate of penetration', 'Survey of boreholes or wells', 'Devices characterised by the use of electric or magnetic means for measuring angular speed', 'Devices characterised by the use of electric or magnetic means for measuring angular speed by measuring frequency of generated current or voltage of pulse signals delivered by rotating magnets', 'Magnetic effect devices, e.g. Hall-effect or magneto-resistive elements']	2011-12-13T14:00:00Z	['Maurice Ringer', 'Michael P. Barrett', 'Ashley Johnson', 'Walter David Aldred', 'Gokturk Tunc', 'John Cook', 'Benjamin P. Jeffryes']	['Schlumberger Technology Corp']	['operation hydraulically powered rotor stator driven drill earth drilling optimization provided measuring rotor stator operating speed rotation rotor rotor torque time generating operating enable rotor speed rotor torque range operating parameter', 'parameter optimal mode operation operating parameter operation rotor stator optimal mode operation operation hydraulically pneumatically powered rotor stator driven drill earth measuring rotor stator operating flow rate drilling fluid drop motor', 'motor speed rotation rotor rotor torque time b generating operating enable rotor speed rotor torque range operating parameter relationship torque rotor drop hydraulic energy transfer rotor relationship speed rotation rotor flow rate drilling fluid', 'fluid drop hydraulic energy transfer rotor c optimal mode operation operating parameter operation rotor stator optimal mode operation e optimal mode operation measuring rotor stator operating generating relationship torque rotor drop hydraulic', 'hydraulic energy transfer rotor relationship speed rotation rotor flow rate drilling fluid drop hydraulic energy transfer rotor optimal mode operation operating optimal mode operation rotor stator positive cavity displacement motor turbine', 'turbine measurement speed motor vicinity rotor torque produced rotor measured optimal mode operation mode mechanical power output motor operating parameter flow rate drilling fluid drill motor e repeated desired performance rotor drilling carried', 'carried later time resulting measured operating employed generate optimal mode operation operating mode operation drilling carried later time resulting measured operating employed generate employed monitor diagnose drilling carried repeatedly', 'drilling determination hydraulic performance rotor stator enable adjustment occur drilling drilling drill bit b motor rotor stator drive drill bit c measuring rotor stator operating flow rate drilling fluid drop motor speed rotation rotor rotor', 'rotor torque time processor generate operating enable rotor speed rotor torque range operating parameter relationship torque rotor drop hydraulic energy transfer rotor relationship speed rotation rotor flow rate drilling fluid drop hydraulic energy', 'energy transfer rotor determine optimal mode operation motor generate output operating parameter operation rotor stator optimal mode operation rotor stator positive cavity displacement motor turbine measurement speed motor vicinity rotor torque', 'torque produced rotor measured optimal mode operation mode mechanical power output motor operating parameter selected list weight applied drill bit rotation speed drill string flow rate drilling fluid drill motor wired pipe communicating output', 'output processor surface location display output processor controller receive output processor control operation motor rotor stator attached drill string operating parameter rotation speed drill string processor able generate output flow rate', 'flow rate drilling fluid drill motor drilling drill string motor attached processor able generate output rotation speed drill string related united national stage priority treaty benefit provisional ser incorporated technical field relate operation', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'fluid drilling mud simply mud motor motor force drilling fluid produce mechanical output rotation output shaft turn drill bit commonly type today positive displacement motor elongated rotor helically shaped stator flow drilling fluid mud stator', 'stator rotor rotor orbit stator eccentrically longitudinal axis stator rotor longitudinal axis central longitudinal axis stator eccentric orbit rotation rotor transferred suitable transmission universal joint produce concentric rotation output shaft', 'shaft motor kind dynamic drilling power drilling mud rotation drill bit torque speed drill bit motor rate penetration better hole deviation control reduced drill string failure rate motor mud motor drilling motor progressive cavity positive', 'positive displacement pump disposed additional power bit drilling motor drilling fluid create eccentric motion power section motor transferred concentric power drill bit motor rotor stator optimum performance desired drilling operation typically', 'typically length power greater horsepower compressed air compressed input power motor rotation bit motor sub motor power section rotor stator transmission section eccentric power rotor concentric power bit bearing sub motor bit greatly dependent', 'dependent financial efficiency straight vertical mud motor rate penetration minimize erosion wear drill string drill string need turned fast majority motor directional drilling steer drill directionally drill borehole motor cost effective motor bend', 'bend section directional drilling typically range zero directional drilling approximately deviation degree bend bend determined rate climb reach target zone measurement drilling directional driller steer bit driven motor desired target zone power', 'power section motor stator rotor stator rubber sleeve wall steel tube inside rubber sleeve spiral structure geometric parameter rotor shaft steel shaft coated wear resistant coating chrome helical profile inside stator drilling drilling fluid drill', 'drill pipe given rate motor hydraulic energy drilling fluid passing power section mechanical energy rotation torque mechanical energy transferred motor drill bit alternative positive displacement motor employ turbine power hole turbines basic upper', 'upper thrust bearing turbines lower bearing bit operation mud drill pipe passing thrust bearing turbine turbine attached body divert mud flow attached shaft shaft connected bit rotate mud hollow shaft lower bearing bit rotary drilling remove cool', 'cool bit perform drilling fluid capacity mud power source rotational speed multistage high efficiency reaction turbine extract energy flowing mud stream convert mechanical energy torque rotation drive drill bit turbine stage stator fixed body rotor', 'rotor fixed output shaft designed work unison mud stage achieve high power torque performance drilling complete built approximately identical rotor stator ensure long life high performance resistant erosion corrosion similar positive displacement', 'motor mechanical power drop drive fluid flow rate generally greater drop capacity greater potential mechanical power bit power generation entirely mechanic capable supporting extremely high drop greater mechanical power mud motor view positive', 'positive displacement turbines prolifically drilling increase rotary speed torque bit drilling widely drilling operation performance motor rotary speed torque motor drilling operation generally unknown guide performance motor chart torque rotation', 'rotation speed rotor function drop motor fluid driving motor performance motor response chart measured drop surface ideal fluid water accurately reflect performance motor wear driven consequently operator motor know motor operating best operate', 'operate motor drilling operation rise wide variety deviation performance deviation variation drilling mud wear motor influence performance motor result losing accuracy drilling field aware source deviation result rely accuracy performance tend drill', 'drill conservatively possible avoid pushing drill point optimal performance risk stalling drill effect turbines generally operating maximum power output efficiency possible additionally speed rotation drilling motor turbine extremely important', 'important direction drilling drilling stability drilling vibration drilling effectiveness drilling effectively operate drilling motor essentially important determine rotational motor turbine manufacture available turbines theoretical turbines speed', 'speed power output efficient operation problematic relate operation hydraulically pneumatically powered rotor stator driven drill earth measuring rotor stator operating speed rotation rotor rotor torque time b generating operating enable rotor speed', 'speed rotor torque range operating parameter c optimal mode operation operating parameter operation rotor stator optimal mode operation directly indirectly operating rotor stator generate predictive performance measured predictive place taking', 'taking account deviation time real data error accuracy fit measured data brief chart showing torque rotor function differential rotor accordance chart rotation speed rotor function differential rotor drilling mud flow accordance chart torque', 'torque measured rotor turbine function rotational speed accordance b chart power turbine function rotational speed accordance c chart showing measured rotational speed turbine function flow rate drilling mud turbine accordance variety showing torque', 'torque speed resulting power output drilling motor function differential rotor accordance compare provided data shaded measured data best fit measured data solid degree cut doc torque function weight bit w similar plot measured data measured range', 'range differential accordance flow chart schematically carried accordance illustration motor drilling borehole accordance exemplary limit applicability configuration exemplary exemplary function arrangement given block obscure avoid noted flow', 'flow diagram data flow diagram structure diagram block diagram sequential parallel concurrently addition additional correspond function function termination return function calling function main function hardware hardware combination program code', 'code code perform machine readable medium storage medium perform code segment represent function program routine module package class combination data program code segment code segment hardware circuit passing information data memory contents', 'contents information data suitable memory message passing token passing network transmission specification term drilling turbine shaft drive shaft rotor interchangeably rotating motor driving rotation drill bit allow accurate determination operating', 'operating rotor stator drilling operator confidently operate drilling optimal manner fear causing motor stall rotor stator positive cavity displacement motor turbine rotor stator possible rotor hydraulically pneumatically powered carried fluid', 'fluid liquid gas power rotor motor driven rotate fluid flowing motor rotation drive drill drill borehole operating motor directly vary direct indirect measurement speed rotation rotor torque provided rotor direct measurement speed motor vicinity', 'vicinity motor carried known possible indirect employed infer rotation speed vibration motor general accurately established operation thew motor established possible operation motor surface combined prior data infer measurement desired dynamometer', 'previous bit accordance important measured operating parameter torque produced rotor torque measured directly strain gauge torque measurement torque measured surface accordance torque measured surface thought torque driving drill bit se frictional', 'experienced outer casing drill string operating drill torque measured surface equal friction known accordance measured increase torque surface base point drilling torque applied drill bit motor indirect measurement torque combining torque measured', 'measured surface prior measurement frictional torque drill infer torque rotor stator operating important measure hydraulic power rotor hydraulic power rotor measured separately measuring drop mud energy transfer rotor measuring flow rate mud rotor', 'mud rotor stator drop mud energy transfer motor surface surface standpipe frictional lost mud drill string motor annulus additional lost energy transfer motor measurement standpipe measurement establish measured data relationship relationship torque', 'torque rotor drop hydraulic energy transfer rotor p accordance positive displacement motor approximation tap accordance p constant regression accordance constant relationship p derived concerning operation motor employed provided sufficient enable', 'enable unknown determined relationship characterize operation motor relationship speed rotation rotor drop hydraulic energy transfer rotor p accordance positive displacement motor approximation sa p q q flow rate drilling mud p q regression', 'accordance torque speed known given drop flow rate mud rotor torque speed relevance provided motor manufacturer characterize operation motor accurate model torque speed actual measured data operation motor established employ determine optimal mode', 'mode operation motor typically desirable operate motor turbine mechanical power known person power motor turbine given product torque speed rotation rotor accordance combining torque speed relationship mechanical power optimal greater mechanical', 'power operating point determined optimal mode operation accordance operating parameter chosen weight applied drill bit rotation speed drill string flow rate mud drill motor accordance surface drilling operator make assessment current drilling', 'drilling performance location optimal mode operation accordance increase increase torque motor provided motor stall likewise accordance increase mud flow rate increase torque motor mud flow rate alternatively current operating performance feed', 'feed control apparatus adjust operating optimal mode operation optimal mode operation employed longer entirely accurate motor operating performance predictive optimal mode operation carried measure rotor stator operating generate determine optimal', 'optimal mode operation alter operating optimal mode operation advantageous repeated desired performance rotor repeated action carried manually drilling operator control scheme optimal mode operation drilling drill drill earth performance rotor', 'rotor stator change time change drilling mud additionally motor experience wear performance affected monitor performance drill drilling acting diagnostics mechanical failure optimal mode operation performance drill result shifting optional mode', 'mode operation drilling gradual case mechanical wear sudden case mechanical failure change lithography rock optimal mode operation determined carried later time drill earth result measured operating employed generate operation motor optimal mode', 'mode operation operating mode operation measuring finding optimal mode operation carried repeatedly optimal operation repeated desired measured continuously drill proceeds determination hydraulic performance rotor stator enable adjustment', 'diagnostics drilling field test test facility test study performance drilling turbines optimize operation drill field experiment apparatus connected bit bit mud motor inch turbine connected probe determine speed position shaft motor turbine transmit', 'transmit surface addition fitted drilling dynamics board compact board multiple power memory bit collar motor turbine short sub directly run experiment tested motor turbine stabilizer test modular architecture meant fast implement measure motor', 'motor speed attached rigid probe screwed small bore rotor catcher motor turbine experiment probe ran inside stabilizer sat angular position rotation speed probe measured induction coil surface link memory rate accordance test provided information', 'performance motor turbine essential performance optimization provided rotating assuming friction constant torque motor differential surface torque pump respectively drilling accordance relationship motor torque differential test accordance torque', 'torque motor surface motor accordance model motor speed field test accordance motor speed function mud flow relationship speed differential flow seen measured speed motor higher motor performance rate motor speed increasing differential', 'significantly severe drilling turbines generate relatively constant drop typically relationship torque speed power considered drilling mud torque surface torque technique far susceptible drilling turbine torque turbine considerably mud motor masked', 'masked torsional friction performance actual performance data accordance available field test c case compare turbines routinely subjected dynamometer surface mud optimization algorithm tested field experiment algorithm run drilling mud motor onset', 'onset test algorithm instruct driller instead absorbed operating parameter build initial motor bit performance time driller weight rotation speed previously field experiment algorithm initial seen motor performance leftmost plot plot solid represent', 'represent regression plot faint motor motor generating torque speed motor output power left seen choice operating generating psi differential black circle plot current operating point curve maximum psi suggesting driller maximum power available', 'available motor left plot psi differential torque middle relationship weight torque distance revolution bit suggest driller push weight motor output maximum power driller instructed apply weight motor performance left psi differential model', 'model continuously slightly showing maximum motor output power occur psi differential interesting note motor power faint red line lower right plot suggest output power motor psi differential accordance true motor power curve seen point test', 'test established optimal weight apply maximum output power motor accordance measurement motor performance provided immediate feedback operating point power curve accordance measured optimize instantaneous power efficiency motor time accordance', 'performance degradation motor wear onset motor failure accordance analysis repeated continuously drilling monitor react movement optimal operating mode drill illustration motor drilling borehole accordance drill bit motor power drill bit motor', 'bit motor suspended borehole casing drill pipe coiled tubing operation motor drill bit make measurement drill bit drill borehole processor processor accordance generate operating enable rotor speed rotor torque range operating parameter determine', 'determine optimal mode operation motor generate output operating parameter operation rotor stator optimal mode operation output processor displayed driller display control operation motor control e provided drilling clarity foregoing illustration', 'alternate']	75	[0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0, 0, 0, 0, -1, 3, 20, 0, -1, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0, -1, 16]	['drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'computer media network processor perform storage node article connected share analysis independently module code note gate architecture communicate additional program', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning 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'20_computer_media_network_processor', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production']	node ascertain curve port surface processor sleeve information flow depth user gate code drive selected spirit meaning string observation network foregoing block data drilling storage comply operable appreciate pump drill torque control parameter depart equivalent computer quickly decision applicant abstract piston limit spectral valve understand stated interpret model eccentric test connected learning rotary production communicate equipment reservoir score disclosed module architecture fluid perform casing bit sampling time fitting apparatus article note conditioner share media controller additional unlabeled program speed mud preceding analysis independently realize position person reader outlet formation	intention drilling data server sampling pipe practical comply exemplify pump rock processor controller determined drill prediction computer seismic tubing designing inventive slide analysis comparator borehole spectrometry teaching hydraulic geologic piston spectral valve recorder memory cavity communicating matrix oil fluid hardware technology cement foregoing projection configuration interface	drilling casing data perform storage model sampling eccentric article conditioner comply operable media test pump port learning rotary controller additional torque unlabeled parameter depart foregoing flow computer equipment quickly applicant depth abstract mud reservoir independently gate preceding score spectral disclosed spirit reader string fluid architecture network formation	drilling data perform storage interpret model time eccentric article curve conditioner operable share appreciate media test pump surface processor connected drill production unlabeled depart information equivalent foregoing computer speed abstract reservoir analysis spectral position spirit module person reader meaning string fluid outlet network formation	['Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Computer Network Analysis Module for Independent Data Communication', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture computer physical computer b facility', 'computer arrangement distributed computer computer analysis perform disclosed perform analysis module independently connected storage media connected network interface allow computer communicate data network additional computer note computer share', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'computer processor functional analysis perform perform analysis module execute independently connected storage media connected network interface allow computer communicate data network additional computer b c note computer b c share architecture', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']
'US20210406644A1'	'Active learning framework for machine-assisted tasks'	['G06N3/0472', 'G06N20/10', 'G06N20/20', 'G06N3/045', 'G06N3/0454', 'G06N3/08', 'G06N3/047']	['No data available', 'Machine learning using kernel methods, e.g. support vector machines [SVM]', 'Ensemble learning', 'Combinations of networks', 'No data available', 'Learning methods', 'Probabilistic or stochastic networks']	2019-09-24T13:00:00Z	['Nader Salman', 'Sepand Ossia', 'Guillaume LE MOING', 'Vahagn HAKOPIAN']	['Schlumberger Technology Corp']	['active learning framework provided machine learning operate training phase active learning phase iteration training phase machine learning trained pool active learning phase machine learning generate metrics control sampling unlabeled newly added', 'added pool iteration training phase machine learning inspection primary learning label uncertainty score unlabeled observation additional quality metric related unlabeled observation label uncertainty score quality metrics combined efficient', 'efficient sampling machine learning active learning phase training phase active learning phase machine learning generate unlabeled generate composite unlabeled composite control sampling unlabeled ground truth label observation training phase ground', 'ground truth previous active learning phase update machine learning machine learning primary learning primary learning computation model trained predict label unlabeled observation input computation model generate uncertainty score label composite', 'composite score unlabeled observation uncertainty score unlabeled observation uncertainty score confidence level label reproducibility unlabeled observation machine learning additional generate score quality unlabeled observation quality label', 'label output primary learning composite score unlabeled observation score additional additional selected group relevance learning computation model trained generate relevance score unlabeled observation typicality learning computation model trained', 'trained generate typicality score label output primary learning density learning computation model generate density score unlabeled observation composite score unlabeled observation relevance score unlabeled observation typicality score unlabeled', 'unlabeled observation density score unlabeled observation additional typicality learning typicality score typicality learning level divergence label therewith relative distribution pool additional relevance learning relevance score relevance', 'relevance learning relevance irrelevance unlabeled observation composite score unlabeled observation relevance score output primary learning additional density learning density score density learning similarity unlabeled observation relative', 'relative sampling unlabeled weighted informative manual human annotator informative observation relatively high relevance score relatively high density score label output primary learning relatively low typicality score label output primary learning', 'learning relatively high uncertainty score low reproducibility sampling unlabeled weighted confident automatic human input confident observation relatively high relevance score relatively high density score label output primary learning relatively', 'high typicality score label output primary learning relatively low uncertainty score high reproducibility machine learning generate control sampling healing task human annotator ground truth label observation sampling weighted problematic healing', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'computational model relevance learning convolutional neural network binary classification training phase convolutional neural network computational model typicality learning feature extractor classifier primary learning detector learning trained', 'trained generate prediction related observation thereto uncertainty score related uncertainty prediction detector learning convolutional neural network pretraining configure initial convolutional neural network pretraining sizes characteristic', 'convolutional neural network training phase convolutional neural network detector learning related priority provisional provisional incorporated entirety field active learning specifically active learning machine learning inspection background', 'prevent environmental substantial oil gas operator satisfy general visual inspection requirement asset integrity inspection waterline divers working poor visibility condition onshore offshore field hard hazardous working remotely autonomous carry', 'carry inspection task data year data typically manually human identify structural field inspection rely deep neural trained data medical field bottleneck data resulting trained neural network satisfactory function data train neural network domain', 'domain sensitive require human extract relevant data associate data annotate ground truth expensive time consuming active learning framework better accuracy training active learning framework provided machine learning operate training phase active', 'active learning phase iteration training phase machine learning trained pool iteration active learning phase machine learning trained previous iteration training phase generate metrics control sampling selection unlabeled selected unlabeled ground', 'ground truth ground truth newly added pool iteration training phase machine learning inspection primary learning computation model trained predict label unlabeled observation input computation model generate uncertainty score label uncertainty score', 'score confidence level label reproducibility unlabeled observation machine learning additional generate score metric related quality unlabeled observation quality prediction output inspection learning score metric combined uncertainty score', 'score efficient sampling unlabeled additional typicality learning computation model trained generate typicality score related typicality label output inspection learning input computational model typicality score level divergence label relative', 'relative distribution pool composite unlabeled observation uncertainty score label unlabeled observation typicality score label unlabeled observation composite control sampling selection unlabeled additional relevance learning computation model', 'model trained generate relevance score relevance irrelevance unlabeled observation input computational model composite unlabeled observation relevance score unlabeled observation additional density learning computation model generate density score', 'score unlabeled observation density score similarity unlabeled observation relative unlabeled observation possibly unlabeled unlabeled observation density score identify unlabeled observation inlier composite unlabeled observation density score', 'score unlabeled observation framework quality control generate metrics output machine learning composite unlabeled observation quality control quality control provided relevance score relevance irrelevance unlabeled observation label output', 'output inspection learning composite unlabeled observation relevance score unlabeled observation sampling control informative manual informative observation uncertainty typicality density relevance metrics produced output machine learning unlabeled', 'unlabeled observation input informative observation produce label output inspection learning relatively high uncertainty score low reproducibility produce label output inspection learning relatively low typicality score low typicality label', 'label divergent distribution relatively high density score label similar relatively high relevance score anomalous sampling control confident automatic generate training data cost confident observation uncertainty typicality density relevance', 'relevance metrics produced output machine learning unlabeled observation input confident observation produce label output primary learning relatively low uncertainty score high reproducibility produce label output primary learning relatively high', 'high typicality score relatively high density score relatively high relevance score highly machine learning provided provided machine learning queue time successfully allow human select correct problematic data problematic uncertainty typicality', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'learning detection ensemble disparity metric usual intersection union metric framework employ compute typicality metric bounding channel framework extend traditional active learning acquisition platform edge deployment task inspection autonomous', 'underwater vehicle subsea asset integrity provided machine learning framework node edge compress mission duration detection likelihood speed subsea vehicle field view ahead path vehicle task seismic interpretation seismic considered unlabeled manual', 'manual expert interpreter framework reveal user meaningful subset seismic user interpret seismic let machine learning rest reducing fastidious task improving overall prediction accuracy provided introduce selection identify key essential matter aid', 'aid matter brief noted nonlimiting represent similar passive learning b active learning accordance schematic block diagram active learning framework accordance b flow chart carried active learning framework accordance schematic diagram carried', 'carried active learning framework accordance schematic diagram data active learning framework accordance schematic diagram machine learning active learning framework accordance schematic diagram quality control active learning framework accordance', 'schematic diagram data analysis active learning framework accordance schematic diagram active learning framework accordance flow chart task carried accordance b flow chart healing task carried accordance schematic diagram edge inspection active', 'active learning framework accordance schematic diagram typicality learning active learning framework accordance schematic diagram inspection learning produce ensemble disparity metric active learning framework accordance functional block diagram', 'diagram exemplary embody active learning framework schematic block diagram active learning framework accordance schematic diagram calculate density score active learning framework accordance schematic diagram calculate typicality score active', 'active learning framework accordance schematic diagram data analysis active learning framework accordance schematic diagram calculate composite score active learning framework accordance structural fundamental relate machine learning inspection task', 'task machine learning trained active learning active learning active research area past reduce cost data train machine learning active learning literature survey university department computer overview active learning far note machine learning', 'learning typically access large quantity data budget generic concept active learning important active learning common active learning sampling metrics measurement uncertainty machine learning classification inspection objection detection', 'detection segmentation classification common metrics entropy variation ratio active learning classification preference learning relevance active learning irrelevant observation filtering al active learning irrelevant seventeenth conference machine', 'machine learning notion relevance bias relevance classifier machine learning irrelevant likely annotation typicality active learning al impact typicality informative representative selection conference computer vision pattern recognition active', 'active learning framework concept typicality hereinafter active learning framework recognition classification atypical score feature contextual relationship available feature measure extracted observation deviate mean feature representation label', 'label class contextual relationship label label classes contextual information active learning detection detection typically bounding observation classes bounding location bounding observation assigned classes produced detection commonly prediction', 'active learning compute metrics related uncertainty detector active learning account detector localization ability al active learning detection localization tightness intersection intermediate final bounding box localization stability final bounding', 'bounding increasingly add noise al active learning detection imperfect data cognitive research concept diversity sampling al representative sampling text classification vector th conference information retrieval added active learning framework avoid', 'avoid redundancy selected finally wang al mining detection conference computer vision pattern recognition sampling strategy consistency region pasted hold true consistent inconsistent annotator manual giving informative efficiently generating', 'training data high quality little time possible al learning intelligent bounding box annotation conference computer vision pattern recognition agent trained automatically choose sequence box verification box context detection produce minimal time al', 'time al dont need training class human verification conference computer vision pattern recognition label generation detection annotator verify produced automatically detection iteratively better annotator feedback search reduction active learning', 'learning framework provided machine learning trained domain task inspection active learning framework framework better accuracy machine learning training framework data acquisition platform deployment edge inspection platform agnostic solution', 'solution active learning sampling metrics enhancement framework handling irrelevant data sampling metrics case detection healing recognize correct bad framework incorporated environment active learning framework machine learning operate training', 'training phase active learning phase iteration training phase machine learning trained pool iteration active learning phase machine learning trained previous iteration training phase generate metrics control sampling selection unlabeled selected', 'selected unlabeled ground truth ground truth newly added pool iteration training phase machine learning relevance learning inspection primary learning typicality learning relevance learning computation model trained generate relevance score', 'score relevance irrelevance unlabeled observation input computational model inspection learning computation model trained predict label unlabeled observation input computation model generate uncertainty score label uncertainty score confidence level', 'level label reproducibility unlabeled observation typicality learning computation model trained generate typicality score related typicality output inspection learning input computational model typicality score level divergence label therewith', 'therewith relative distribution pool framework quality control data analysis composite unlabeled observation combination relevance score unlabeled observation uncertainty score unlabeled observation label typicality score label unlabeled observation', 'composite unlabeled control sampling selection unlabeled sampling control informative manual involved human annotator sampling control confident automatic human annotator generate training data cost inspection bottleneck remains train machine', 'machine learning inspection task inspection domain inspection task generate great data fair proportion anomalous real world hardware communication leading noise covering inspection expert human likely produce inconsistent ultimately harm performance', 'machine learning waste time active learning framework identify extract machine learning trained likely picked active learning framework employ relevance learning select inspection learning build inspection framework employ inspection learning', 'learning primary learning prediction unlabeled observation prediction label unlabeled observation uncertainty label label specify location bounding classes bounding uncertainty characterize confidence level label reproducibility unlabeled', 'unlabeled observation case detection inspection learning wrongly confident prediction typicality score typicality learning directly label inspection learning typicality score characterize level deviation label inspection learning relative', 'relative distribution pool pool typically size active learning phase ground truth manner typicality output typicality learning aid atypical odd inspection learning active learning phase framework automatically select unlabeled composite derived', 'derived combination relevance typicality uncertainty metrics highly machine learning works case inspection multiple single observation time task reduced confident annotator lesser confidence framework mechanism human annotator review faster validate', 'validate reject label create label scratch note creation label scratch time consuming tedious task detection segmentation impediment generic concept active learning machine learning trained acquisition improve accuracy machine learning time clearly', 'clearly compatible training machine learning time obvious business make human wait come training machine learning sampling help mitigate avoid framework employ queue buffer unlabeled collected active learning phase training phase queue buffer', 'buffer unlabeled batch mode unlabeled queue buffer machine learning control sampling unlabeled batch note human perfect wrong significantly harm performance machine learning framework particularly performance inspection learning address issue', 'issue framework healing human select correct problematic problematic relevance uncertainty typicality metrics produced output machine learning input data usually machine learning better generalize sufficiently low uncertainty high confidence', 'selected automatic human involvement generate training data cost uncertainty score inspection learning ensemble disparity score metric sampling metric metrics intersection union typicality score typicality learning bounding observation channel', 'channel framework extend spectrum traditional active learning inspection learning framework trained detection classification task inspection subsea ground oil gas involve sensor video data video camera point data point cloud acoustic data sonar', 'sonar sensor mounted submarine subsea inspection mounted drone ground inspection machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle submarine drone inspection task', 'task trained machine learning sensor data output vehicle automatic detection classification uncertainty automatic detection classification function machine learning sensor data configure control data compression data communication remote remote', 'remote logging data relevant inspection task navigation vehicle inspection learning framework trained detection classification autonomous involve sensor video data video camera point data point cloud radar data radar sensor mounted vehicle car truck', 'car truck bus machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty', 'automatic detection classification function machine learning sensor data configure control vehicle navigation vehicle medical surgery involve video data video camera image data tomography cat scan magnetic resonance positron emission tomography pet', 'pet medical machine learning framework relevance learning inspection learning trained operation active learning framework trained platform medical trained machine learning data output automatic detection classification uncertainty automatic', 'automatic detection classification function machine learning image data configure control user remote logging data relevant medical task surgery active learning passive learning b passive learning framework block human annotator random batch', 'batch unlabeled batch block train machine learning block b active learning framework ensure minimum available continue block initially train machine learning initial active learning phase continue perform iterative loop training phase repeat block', 'block active learning phase loop annotation budget exhausted block target goal chosen metric met block annotation budget money value exhausted cost attributable human possibly learning active learning phase trained machine learning generate', 'generate prediction unlabeled observation block compute metric uncertainty score prediction block metrics rank unlabeled block unlabeled control sampling selection unlabeled block block functional block diagram active learning framework machine', 'machine learning trained inspection task framework acquisition training data acquisition platform underwater vehicle remotely vehicle drone deployment trained inspection learner analyze live exemplary carried active learning framework b framework', 'framework point entry data framework data come acquisition platform unlabeled data input acquisition platform unlabeled pool unlabeled data b function extract add pool data c function extract unlabeled add unlabeled pool unlabeled data b block b', 'b block b framework check pool data block ensure minimum available continue initially train machine learning store pool data c initial active learning phase perform iterative loop training phase repeat active learning phase repeat loop annotation', 'budget exhausted block target goal chosen metric met block annotation budget money value exhausted cost attributable human possibly learning active learning phase trained machine learning generate unlabeled block compute metrics typicality score', 'score relevance score uncertainty score unlabeled block composite weighted metrics typicality score relevance score uncertainty score unlabeled composite unlabeled rank unlabeled block unlabeled control sampling unlabeled block automatic human', 'human annotation block manual human annotation block added appropriate data pool block healing trained machine learning possibly identify problematic pool data c review human annotator subsequent update label observation input human annotator block', 'block iterative annotation budget exhausted block target goal chosen metric met block continue block train inspection learning possibly machine learning final version produced active learning phase machine learning inspection learning trained block', 'block block block b perform extract format input data common format suitable data observation perform filtering block filtering block redirect anomalous observation pool irrelevant data definition anomalous observation depend inspection task', 'task filtering block filter duplicate definition duplicate observation depend inspection task block add good observation filtering block pool unlabeled data b pool data c label initially provided manner unlabeled added pool unlabeled data b added', 'b added pool data c pool irrelevant data pool unlabeled data b pool data c collectively data data pool irrelevant data pool data c training phase b train machine learning data pool unlabeled data b pool data c active learning phase b generate', 'generate metrics control sampling unlabeled carried prior training phase active learning phase regularly data flow time framework pool irrelevant data inspection relevant current inspection task anomalous noise likely confuse human inspection', 'learning c training phase block b train relevance learning pool unlabeled data b unlabeled ultimate goal active learning phase b label fraction improve function inspection learning c improve function relevance learning typicality learning b', 'b informative pool data c pool store ground truth information inspection task training phase block b train relevance learning typicality learning b inspection learning c dotted border pool data analysis temporary label train inspection learner going', 'going pool unlabeled data time time heal review correct problematic observation wrongly healing block exemplary healing b framework machine learning relevance learning typicality learning b inspection learning c machine learning trained training', 'training phase b final training block b active learning phase b illustrate training machine learning observation observation input block machine learning block generate prediction block prediction block ground truth label observation block compute', 'compute error block error update machine learning block illustrate inference generate prediction machine learning unlabeled observation case unlabeled observation input block machine learning block generate prediction block output block relevance', 'relevance learning trained relevant irrelevant irrelevant pool irrelevant data relevant operation framework relevance test relevance learning suitable binary classifier trained distinguish irrelevant relevant typicality learning b trained pool data', 'pool data c typicality learning b suitable classifier case framework positive typicality typical typicality learning b identify given distribution architecture typicality learning b shape inspection task given detection handle label structure', 'structure inspection learning c trained pool architecture inspection learning c depend inspection task deployment edge hardware metrics chosen uncertainty computation inspection learning c generate better uncertainty ensemble neural network instead', 'instead convolutional neural monte dropout framework quality control metrics gauge quality unlabeled observation quality control machine learning given unlabeled observation unlabeled observation quality prediction output machine learning unlabeled', 'unlabeled observation metrics provided quality control copied derived determined data output machine learning later fed data analysis compute composite overall unlabeled quality control quality control relevance score prediction output relevance', 'relevance learning relevance score discriminate confuse human inspection learning c quality control quality control b typicality score prediction output typicality learning b typicality score inspection learning c deviate distribution pool data c', 'data c quality control quality control c uncertainty prediction output inspection learning c uncertainty level confidence prediction inspection learning c uncertainty metrics depending architecture inspection learning c framework data analysis', 'analysis composite unlabeled observation metrics provided quality control data analysis composite unlabeled rank unlabeled weighted framework unlabeled data analysis control sampling unlabeled annotation composite provided data analysis sampling', 'sampling informative selected human informative unlabeled highly relevant relatively high relevance inspection learning c badly relatively high uncertainty relatively low typicality expect learn desirable informative diverse multiple inspection', 'learning c tackled time composite provided data analysis sampling batch confident automatically human input automatic help inspection learning c generalize data training confident unlabeled relevant relatively high relevance score typical relatively', 'high typicality score low uncertainty relatively low uncertainty score case desirable confident diverse cover variety temporary valid loop weighted impact training dont impact incorrect inspection learning c diversity criterion select automatic', 'automatic unlabeled algorithm score selected automatic given detection problematic pool data c selected healing human heal problematic likely bad irrelevant relatively low relevance score label wrong relative low typicality score relatively high', 'high uncertainty score case data sampling metrics machine learning quality control serve sampling healing case uncertainty metric loss inspection learning c relevance score determined manner similar typicality score determined manner similar given', 'given problematic instead data analysis involve weighted unlabeled composite unlabeled ranked relatively high relevance relatively low typicality relatively high uncertainty block weighted shape data diverse ordered unlabeled block block manual', 'manual carried data analysis involve confidence weighted unlabeled composite unlabeled ranked relatively high relevance relatively high typicality relatively low uncertainty block confidence weighted shape data diverse ordered unlabeled block', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing carried', 'carried composite weighted combination relevance typicality uncertainty assigned relevance typicality uncertainty relative weight score overall composite score composite score framework employ oracle carried establish ground truth oracle human task', 'task healing task task unlabeled observation data analysis possibly unlabeled observation manually randomly selected loaded block human annotator unlabeled observation relevant relevant block human annotator unlabeled observation relevant unlabeled', 'unlabeled observation pool irrelevant data human annotator unlabeled observation relevant block unlabeled observation added queue manual label human annotator informative observation queue block manually selected observation block possible human', 'human annotator possibly select annotate random unlabeled observation block human annotator added final label data machine learning confident automatically human input added final label data possible annotator review confident block decide valid', 'valid added final data block removed pool data c annotator possibly draw wrong missing added final label data healing task b block machine learning trained continue block launch pool data c end block observation trained machine learning generate', 'generate block quality control output relevance uncertainty typicality observation block data analysis composite relevance uncertainty typicality observation composite block problematic ranked added queue review block annotator select problematic', 'observation queue review selected problematic observation decide valid block removed pool data c possible human annotator possibly select review random observation block decide valid block removed pool data c healing complete final label data', 'data observation data saved pool data c note healing run parallel active learning phase framework easily adaptable case data available challenge large quantity train entire obtain framework edge inspection hardware incorporate machine learning', 'learning trained framework carrying inspection task integration deployment block b incorporate trained inspection learning c given inspection compression logging incorporate trained relevance learning information build sophisticated inspection', 'subsea ground oil gas involve sensor video data video camera point data point cloud acoustic data sonar sensor mounted submarine subsea inspection mounted drone ground inspection case sensor submarine drone correspond inspection platform machine', 'machine learning framework relevance learning inspection learning c trained operation active learning framework trained platform edge inspection vehicle submarine drone inspection task trained machine learning sensor data output vehicle automatic', 'automatic detection classification uncertainty functionality machine learning sensor data configure control data compression data communication remote remote logging data relevant inspection task navigation vehicle autonomous involve sensor video', 'video data video camera point data point cloud radar data radar sensor mounted vehicle car truck bus case sensor vehicle correspond inspection platform machine learning framework relevance learning inspection learning trained operation active', 'active learning framework trained platform edge inspection vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty automatic detection classification function machine learning sensor data configure', 'configure control vehicle navigation vehicle medical surgery involve video data video camera image data tomography cat scan magnetic resonance positron emission tomography pet medical case medical correspond inspection platform machine learning', 'learning framework relevance learning inspection learning trained operation active learning framework trained platform edge inspection medical trained machine learning data output automatic detection classification uncertainty automatic detection', 'detection classification function machine learning image data configure control user remote logging data relevant medical task surgery framework inspection task long human annotator establish ground truth training data segmentation classification', 'human activity recognition extended geophysics medicine case asset integrity inspection common inspection detection video stream active learning framework computation typicality uncertainty context detection video stream scenario input data video', 'video data video data extract input video data adaptive extraction rate optical flow extracted distinguishable anomalous high pool irrelevant data good pool unlabeled data b pool data c initially provided data bounding box rectangular area video', 'video frame class therewith observation frame contain multiple classes bound depend inspection task subsea inspection oil gas classes represent strake typical b c missing fairing typical b c missing anode orientation level slide indicator umbilical', 'umbilical buoyancy marine debris coating valve indication open b closed c broken anode measurement buried free span joint insulation cracked b buoyancy corrosion rust fishing line choke indicator cobra head jumper reading areal inspection oil gas', 'oil gas classes represent engine fuel tank missing cap power end transmission fluid end radiator inspection learning employ computation model suitable detection task computational model inspection learning employ convolutional neural tiny detector', 'detector pretraining trained initial training initial tiny v needs make sizes characteristic initial training framework single objector detector ensemble case pretraining repeated multiple times times slightly time ensure asymmetry training phase', 'phase framework detector trained loop iteration training phase final previous loop training scratch loop training phase inference active learning phase cope high relatively small sized frame relevance learning employ computation model suitable', 'suitable detection task computational model relevance learning employ convolutional neural network binary classification large visual convolutional neural network tiny binary classifier pretraining initial relevance training training phase relevance', 'relevance learning trained loop final previous loop training phase inference active learning phase capture global context intricate detection typicality learning employ computation model suitable detection task computational model typicality', 'learning employ feature extractor class classifier feature extractor extract deep representation size model al deep convolutional image recognition classifier vector machine al vector novelty detection neural information radial basis function kernel', 'kernel estimate distribution training typicality learning trained identify produced inspection learning diverging distribution provided human annotator atypical likely reflect overconfident converting unified unified refer label representation', 'advantageous image spatial information convenient alternatively unified possibly overall sequence straightforward label representation drawn transparency level transparency alpha channel accordance maximal color appearance hue class training phase', 'phase training pool data c converted label representation label representation image convolutional neural network large visual extract feature vector finally classifier typical trained learn typical active learning phase typicality learning', 'learning interference output inspection learning output inspection learning converted unified label representation image unified label representation image input convolutional neural network trained feature extraction resulting classifier output', 'output classifier generate typicality score typicality score distance separating hyperplane methodology typicality learning typicality channel stack extracted bounding label representation channel stack ensemble channel classes label channel place', 'place bounding box pertaining class represent bounding convenient hold spatial information easily fed neural network efficient information machine learning identify recurrent spatial training pool data inspection learning employ ensemble nonlimiting', 'real time detection look unified detection conference computer vision pattern recognition ensemble compute ensemble disparity metric case detector ensemble channel stack detector output prediction channel similar channel typicality learning sum', 'sum class instead class c detector k stack k c extracted ensemble disparity score c j k k k c j k c j k k overall ensemble disparity score j w j c c j j c b mean bounding box area sum disparity weighted comparable relative small big bounding impact', 'impact height frame j width frame c classes b average bounding lots informative b ensemble disparity note compare channel multiple efficient evaluate quality inspection learning channel robust multiple time mix similar b channel robust unique', 'unique ambiguous multiple acceptable level given annotator slightly inspection learner likely output broken multiple fail channel level identify follow tendency exactly c channel unique effective represent easily matrix hand filter straightforward', 'inspection learning compute traditional entropy score metric complementary information inspection learning compute cutoff entropy score metric mean fraction highest image p percentage bounding single box entropy value cutout entropy score p n b b b', 'p n b b b p k c k b log c k b c k b confidence score bounding box b class k n b bounding given image data analysis generate weighted unlabeled observation composite overall score overall r rel e overall composite overall score rel relevance score', 'score prediction relevance learning unlabeled observation r weight value relevance score rel typicality score prediction typicality learning unlabeled observation weight value typicality score cutoff entropy score prediction inspection learning', 'learning unlabeled observation e weight value cutoff entropy score ensemble disparity score prediction inspection learning unlabeled observation weight value ensemble disparity score note given negative value atypical likely r e annotator label', 'label frame observation choosing class label opposite box overlaid observation horizontal vertical help annotator tightly adjust box edge inspection framework detection compression block block b logging block c block compression block trained', 'trained inspection learning adaptive compression considered foreground remote higher bit rate opposed background data highly compressed case block b feature trained inspection learning track feature path case logging block c instead manually tracing', 'tracing paper trained inspection learning automatically generate report case block trained relevance learning trained inspection learning filter irrelevant vehicle inspection case subsea asset integrity inspection vehicle speed inspection tubular', 'tubular typically constrained human pilot responsiveness diagnosis comfort optimal information gain framework trained machine learning result active learning framework mode edge compress mission duration detection likelihood speed vehicle field view', 'view ahead path vehicle machine learning inspection primary learning typicality learning density learning inspection learning computation model trained predict label unlabeled observation input computation model generate uncertainty score label', 'label uncertainty score confidence level label reproducibility unlabeled observation typicality learning computation model trained generate typicality score label output inspection learning input computational model typicality score level divergence', 'label therewith relative distribution pool density learning computational model generate density score unlabeled observation density score similarity unlabeled observation relative unlabeled observation possibly unlabeled unlabeled observation', 'density score identify unlabeled observation inlier framework quality control relevance score prediction output inspection earning computation relevance score resultant relevance score confuse human inspection learning c framework composite', 'composite unlabeled observation uncertainty score label unlabeled observation typicality score label unlabeled observation relevance score label unlabeled observation density score unlabeled observation composite unlabeled control sampling selection', 'selection unlabeled sampling control informative manual human annotator sampling control confident automatic human annotator sampling control problematic healing functional block diagram active learning framework machine learning trained inspection', 'task framework acquisition training data acquisition platform underwater vehicle remotely vehicle drone deployment trained inspection learner analyze live carried active learning framework similar b framework framework machine learning quality', 'quality control data analysis framework specifically framework machine learning density learning typicality learning b inspection learning c density learning prior training phases active learning phases architecture density learning depend task', 'task deployment edge hardware architecture density learning employ convolutional neural network extraction unlabeled observation image input convolutional neural network density learning employ neural network ensemble neural network typicality', 'learning b trained pool data c typicality learning b suitable classifier case framework positive typicality typical typicality learning b identify given distribution architecture typicality learning b shape inspection task given detection handle', 'handle label structure inspection learning c trained pool architecture inspection learning c depend inspection task deployment edge hardware metrics chosen uncertainty computation inspection learning c generate better uncertainty ensemble neural', 'neural network instead convolutional neural monte dropout typicality learning b inspection learning c trained training phase similar b final training similar block b active learning phase similar b framework quality control metrics gauge quality', 'quality unlabeled observation metrics provided quality control copied derived determined data output machine learning later fed data analysis compute composite overall unlabeled quality control quality control relevance score prediction output', 'output inspection learning c computation relevance score resultant relevance score confuse human inspection learning c relevance score prediction output inspection learning c probability prediction output inspection learning c inspection learning c', 'c bounding classes bounding box relevance score given p relevant x b b x c p b x image unlabeled b x bounding x c classes p probability bounding box b class quality control quality control b density score unlabeled observation thereto density score', 'score derived operation density learning computation density score density learning machine learning inference generate feature feature vector extracted image data extracted image candidate unlabeled image selected input density learning machine', 'machine learning inference generate feature vector candidate unlabeled image feature vector extracted candidate unlabeled image data extracted candidate unlabeled image candidate unlabeled image pool data c possibly unlabeled pool unlabeled data b', 'data b candidate unlabeled image block feature feature vector candidate unlabeled image compute density score candidate unlabeled image feature vector feature vector candidate unlabeled image kernel similarity function combined compute density score', 'score candidate unlabeled image kernel similarity function given similarity x x x feature scaling parameter similarity cosine desired repeated multiple candidate unlabeled batch candidate unlabeled extraction candidate unlabeled image batch feature', 'feature vector similarity computation density score respective candidate unlabeled image appropriate feature produced unlabeled respective candidate unlabeled image candidate unlabeled sequential manner feature vector candidate unlabeled image', 'image feature vector added feature subsequent quality control quality control c typicality score prediction output typicality learning b typicality score prediction inspection learning c distribution pool data c computation typicality score label', 'label output inspection learning c bounding uncertainty converted channel stack channel stack input typicality learner b machine learning inference extract detect feature localization generating typicality score label quality control quality control', 'control uncertainty prediction output inspection learning c uncertainty level confidence prediction inspection learning c uncertainty metrics depending architecture inspection learning c computation uncertainty employ entropy sampling measure', 'measure bounding box image select maximum computation uncertainty deep improve accuracy metric instead multiple entropy multiple image maximum entropy entropy bounding detector separately maximum entropy multiple precise metric mathematically', 'uncertainty x n b b x entropy b entropy b c p b log p b p b log p b b x image unlabeled b x bounding x c classes p probability bounding box b class note entropy given detector sum entropy separately class case detector logistic regression class', 'class separately framework data analysis composite unlabeled observation metrics provided quality control data analysis composite unlabeled rank unlabeled weighted composite provided data analysis sampling informative selected human informative', 'unlabeled highly relevant relatively high relevance highly representative relatively high density score inspection learning c badly relatively high uncertainty relatively low typicality expect learn desirable informative diverse multiple inspection', 'learning c tackled time composite provided data analysis sampling batch confident automatically human input confident unlabeled relevant relatively high relevance score representative relatively score typical relatively high typicality score low', 'score low uncertainty relatively low uncertainty score case desirable confident diverse cover variety temporary valid loop weighted impact training dont impact incorrect inspection learning c diversity criterion select automatic problematic pool', 'pool data c selected healing human heal problematic likely bad irrelevant relatively low relevance score representative relatively low density score label wrong relative low typicality score relatively high uncertainty score case data sampling', 'sampling metrics machine learning quality control serve sampling healing case uncertainty metric loss inspection learning c relevance score determined manner typicality score density score determined manner similar given problematic label exemplary', 'exemplary data analysis involve weighted unlabeled composite unlabeled ranked relatively high relevance relatively relatively low typicality relatively high uncertainty block weighted shape data diverse ordered unlabeled block block manual carried', 'carried data analysis involve confidence weighted unlabeled composite unlabeled ranked relatively high relevance relatively relatively high typicality relatively low uncertainty block confidence weighted shape data diverse ordered unlabeled block', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'healing carried composite weighted combination relevance density typicality uncertainty assigned relevance density typicality uncertainty relative weight score overall composite score computation composite score asset inspection hardware underwater', 'onshore inspection task field medical field finally interpretation task nonlimiting seismic interpretation log interpretation processor memory implement active learning framework memory host volatile data storage media memory ram nonvolatile storage', 'storage media memory flash memory suggest limitation functionality possible logic dependency combination computer computer computer computer combination accumulation bus allow memory local data storage communicate bus bus memory bus memory', 'memory controller peripheral bus accelerated graphics port processor local bus variety bus bus wired wireless local data storage fixed media ram fixed hard drive removable media flash memory drive removable hard drive optical magnetic io communicate', 'user interface controller connect io directly bus possible implementation network interface communicate outside connected network media drive interface accept removable tangible media flash optical removable hard possible implementation logic module', 'module reside removable media readable media drive interface possible allow user human annotator enter information allow information user input keyboard cursor control mouse microphone scanner input known output display monitor projector printer', 'printer network card general context program pure hardware generally data perform implement abstract data implementation tangible media media available data storage medium media tangible computer readable media computer storage media computer', 'computer storage media tangible media volatile nonvolatile removable tangible media storage information computer readable data program data computer storage media ram flash memory memory technology digital versatile optical storage magnetic magnetic', 'magnetic tape magnetic disk storage magnetic storage tangible medium store desired information computer processor term processor limit disclosed type processor computer computer computer processor digital signal processor computer computer program', 'program logic computer processor computer program logic source code computer executable source code series computer program variety code language language c c computer computer readable medium memory executed computer processor computer distributed', 'removable storage medium printed electronic documentation shrink wrapped computer fixed disk distributed server electronic bulletin board communication world wide web alternatively additionally processor discrete electronic printed circuit board', 'board logic field gate logic appreciate possible materially cover function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express 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typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump 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diverse learning healing ranked confident informative ordered reproducibility output', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir 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selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'drill string drilling fluid pump position speed outlet eccentric piston operable drive valve rotary port torque controller mud bit sleeve', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump 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string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning 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phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 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drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'log handling outlier missing normalization management data core matching percentile percentage preparation absent clustering balanced calculated depth gamma facies ray', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'fiber optical optic sensor distributed cable light radiation response length probe infrared ultraviolet strain immersion multiphase acoustic measurement exemplary flow', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'learning training trained phase convolutional neural relevance active machine inspection pool label loop network computation truth typicality iteration block unlabeled', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'vehicle learning inspection trained video medical machine classification framework detection task automatic configure platform drone image camera active human data', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data unlabeled formation production curve test sampling module spectral conditioner model decision score fluid observation selected user fitting parameter apparatus', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'relatively low score high problematic uncertainty typicality weighted relevance label unlabeled diverse learning healing ranked confident informative ordered reproducibility output', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'network wireless interface display printer wired card area mobile local switch output telephone circuit satellite access input communication graphics cellular', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'data drilling information formation fluid drill time model surface reservoir flow equipment block learning string depth casing production pump control', 'memory storage media random flash disk magnetic volatile medium access computer removable bus readable processor nonvolatile ram floppy tape semiconductor', 'screw nail wooden equivalent express intention helical structural secure applicant invoke paragraph expressly surface cylindrical environment function cover appreciate materially', 'spirit person appreciate depart disclosed equivalent reader ascertain quickly foregoing abstract realize preceding interpret understand meaning comply stated applicant limit']	[0.07525340833351882, 0.005317513805915769, 0.06962573221449513, 0.2248673627591466, 0.010500458807477221, 0.0026434260567585154, 0.007856884574541199, 0.021526170807975357, 0.013333062707220865, 0.010652003521307773, 0.0058198930245909435, 0.003274258628018423, 0.002915473171072839, 0.004297722270378088, 0.006983281843984486, 0.0049742249625486954, 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0.10110776126384735, -0.2914985716342926, -0.21206176280975342, 0.3268466293811798, -0.6656670570373535, 0.11298008263111115, -0.8169670104980469, 0.19725829362869263, 0.8424022197723389, 0.37980854511260986, -0.15631243586540222, 0.01694451831281185, -0.06956400722265244, -0.07687031477689743, -0.5519007444381714, -0.34991732239723206, -0.5443722009658813, -0.06862859427928925, 0.08242090791463852, 0.5649412870407104, -0.09823214262723923, 0.013616206124424934, 0.053471889346838, -0.12267930805683136, -0.10491830110549927, -0.11181748658418655]	[-0.7059682 -0.31859103 0.6090425 ... -0.42460987 -0.15769814 -0.88320994]	['16_spirit_person_appreciate_depart', '48_screw_nail_wooden_equivalent', '21_relatively_low_score_high', '32_vehicle_learning_inspection_trained', '34_log_handling_outlier_missing', '28_learning_training_trained_phase', '14_memory_storage_media_random', '-1_data_drilling_information_formation', '0_drill_string_drilling_fluid', '3_data_unlabeled_formation_production', '4_fiber_optical_optic_sensor', '6_network_wireless_interface_display']	ascertain environment curve label response relevance port surface processor percentage sleeve readable iteration helical invoke ordered information flow computation image convolutional task depth removable user switch card secure structural drive local mobile display drone calculated memory selected spirit meaning low missing magnetic string observation disk foregoing network block sensor telephone materially interface platform data drilling storage random cable comply light cover balanced operable appreciate gamma probe pump vehicle drill acoustic torque phase control nonvolatile depart percentile parameter equivalent computer framework quickly decision applicant abstract expressly multiphase express facies piston limit machine weighted handling valve spectral ultraviolet strain typicality circuit communication understand stated volatile camera log interpret truth model eccentric graphics reproducibility wooden fiber preparation problematic test clustering learning bus tape rotary semiconductor production input paragraph area uncertainty diverse equipment length flash automatic high confident reservoir distributed score disclosed core module infrared radiation fluid medical trained active measurement floppy immersion informative management ray output ram intention configure optic casing bit pool time sampling fitting apparatus printer conditioner exemplary medium training detection media wired video controller normalization classification unlabeled matching access outlier cellular formation speed inspection mud cylindrical preceding human satellite realize relatively healing nail person position function wireless reader neural optical outlet screw loop ranked absent	pretraining wirelessly operating cache algorithm processor helical cell prediction filtering designing browser secure geophone structural teaching hydraulic stable ambiguous mobile electronic memory communicating matrix low magnetic thermoplastic cement logic foregoing fixing sensor computational drilling data cable pipe comply probe pump determined drill acoustic accelerometer login computer geologic piston spectral valve tomography sonar extract projection redirect geophysics log fiber wooden exemplify problematic learning semiconductor uncertainty logarithmic seismic inventive comparator borehole synchronization radiation hardware fluid trained informative multicore interferometer learner configure optic chips intention learn sampling tomographic practical synchronize training wired rock temporary router unlabeled cellular tubing logging cylindrical analysis slide spectrometry healing cavity nail geophysical bad wireless oil empirical optical quality	environment label port readable helical flow convolutional depth switch card secure structural local mobile drone memory spirit low magnetic string missing network foregoing telephone interface drilling data cable comply operable cover gamma pump acoustic torque parameter percentile nonvolatile depart computer framework quickly applicant abstract express spectral ultraviolet strain typicality log model eccentric graphics reproducibility fiber wooden problematic test clustering learning rotary bus semiconductor equipment flash automatic high reservoir score disclosed infrared radiation fluid medical trained management informative ray ram casing pool sampling printer conditioner exemplary media video controller normalization unlabeled outlier inspection mud human preceding satellite healing nail wireless function reader neural optical screw formation	curve label response relevance surface percentage helical information convolutional task switch card secure structural local mobile display memory spirit low string magnetic meaning disk network foregoing sensor interface data drilling storage random cable light operable appreciate probe pump drill vehicle phase percentile depart equivalent framework applicant abstract express machine spectral handling typicality volatile log interpret model eccentric fiber wooden problematic test learning production area uncertainty diverse length flash high reservoir score core module radiation fluid active medical management optic intention pool time printer conditioner medium training detection media video normalization classification unlabeled matching access outlier speed inspection position nail wireless person reader neural optical outlet screw formation	['"Wireless Network Interface for Mobile Communication and Graphics Display"', 'Active Learning Framework for Convolutional Neural Network Training with Relevance Inspection and Pool Labeling', 'Drill String Fluid Flow and Rotary Swivel Operation in Drilling Operations', 'Distributed Fiber Optic Sensor for Acoustic Measurement and Response Detection', 'Storage Media and Memory Technologies in Computer Systems', 'Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'Formation Fluid Flowing Sampling Apparatus Spectral Data Parameter', 'Learning and Analysis of Data Uncertainty and Relevance Scores with Low Reproducibility', 'Vehicle Inspection using Trained Machine Learning Framework for Automatic Detection and Classification', 'Data Preparation and Management for Borehole Logging and Core Analysis Handling Outliers and Missing Values', 'Wooden Screw and Nail Equivalent Function in Secure Structural Environment', "Understanding the Abstract Departure of an Applicant's Spirit and Equivalents"]	['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid spectral data formation fluid flowing', 'active learning framework provided machine learning operate training phase active learning phase iteration training phase machine learning trained pool active learning phase machine learning generate metrics control sampling unlabeled newly added', 'nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'internal external additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage', 'pattern distributed fiber optic vibration sensor schematic representation exemplary multicomponent distributed fiber optic vibration sensor exemplary fiber pattern distributed fiber optic vibration sensor schematic illustration composite fiber optic', 'video data video camera point data point cloud radar data radar sensor mounted vehicle car truck bus case sensor vehicle correspond inspection platform machine learning framework relevance learning inspection learning trained operation active', 'optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid parameter formation fluid', 'training phase active learning phase iteration training phase machine learning trained pool iteration active learning phase machine learning trained previous iteration training phase generate metrics control sampling selection unlabeled selected', 'perform metal casing penetrating subterranean formation foregoing person better understand person appreciate basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain', 'storage chip chip package memory card distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface operable', 'better understand person appreciate basis designing carrying person realize equivalent depart make spirit abstract provided allow reader quickly ascertain nature technical date received interpret limit meaning', 'density relevance metrics produced output machine learning input problematic label relatively high uncertainty score low reproducibility relatively low typicality score relatively score relatively low relevance score framework active learning', 'facies prediction acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log', 'selected unlabeled ground truth ground truth newly added pool iteration training phase machine learning relevance learning inspection primary learning typicality learning relevance learning computation model trained generate relevance score', 'interior drill string port swivel causing drilling fluid flow downwardly drill string directional arrow drilling fluid drill string drill bit upwardly annulus region outside drill string wall borehole directional known manner drilling fluid drill', 'obtain response response distributed fiber optic sensor acoustic interrogation data acquisition optical source launch optical distributed fiber optic sensor detector detect optical distributed fiber optic sensor response optical response phase', 'acquired borehole data management depth matching measurement gamma ray log core facies core log log image data normalization outlier handling calculated percentile calculated missing data handling absent percentage data log learning computation', 'machine learning framework relevance learning inspection learning c trained operation active learning framework trained platform edge inspection vehicle submarine drone inspection task trained machine learning sensor data output vehicle automatic', 'fiber fiber fiber section fiber section fiber fiber fiber type optical fiber suitable fiber measurement fiber optic adapter schematically fiber fiber connected adapter respective fiber fiber instrument end fiber connected instrument adapter fiber', 'block automatic carried data analysis involve problematic weighted ranked relatively low relevance relatively relatively low typicality relatively high uncertainty block problematic weighted shape data diverse ordered block block label healing', 'function structural equivalent nail screw structural nail cylindrical surface secure wooden screw helical surface environment fastening wooden nail screw equivalent express intention applicant invoke paragraph expressly function', 'note storage media computer storage media distributed multiple internal external computer additional storage media memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic', 'chip chip package memory card storage medium distributed network network n memory accessible io display optionally interaction network cellular network satellite network mobile network communication information mobile wireless network interface', 'healing task problematic observation relatively low relevance score relatively low density score label output primary learning relatively low typicality score label output primary learning relatively high uncertainty score low reproducibility', 'upper end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook known drive alternatively surface drilling fluid mud pit formed site pump drilling fluid interior drill string port', 'extending formation string optical spectral data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing formation fluid sampling apparatus projection spectral data matrix predominant fluid type formation fluid', 'car truck bus machine learning framework relevance learning inspection learning trained operation active learning framework trained platform vehicle trained machine learning sensor data output vehicle automatic detection classification uncertainty', 'basis designing carrying person realize equivalent depart spirit make spirit abstract end provided comply b permit reader quickly ascertain nature technical interpret limit meaning', 'similar lifting apparatus operating drilling rotating drill bit disposed end drill string drill bit rotated rotating entire drill string surface operating motor disposed drilling motor flow drilling fluid mud interior passage drill string mud leaves', 'network mobile network communication information mobile wireless network interface operable satellite mobile main processor memory display display graphics optionally touch gesture slot motion accelerometer gyroscope wireless lan smart card', 'user interface calendar plan rig casing cement drilling rig occur time selection graphical data field series data consider data drilling formation surface mechanics measured single time series data hoisting cable traveling block hook crown block', 'memory semiconductor memory dynamic static random access erasable electrically erasable flash magnetic fixed floppy removable magnetic media tape optical media compact digital video optical storage storage note provided storage medium provided', 'operation drill drill bit connected rotor stator positive displacement motor turbine background hydrocarbon industry deliver mechanical power location drill bit oil gas drilling motor mud motor positioned output shaft drill bit drilling fluid', 'end drill string drill string suspended hook attached traveling block kelly rotary swivel rotation drill string relative hook drilling drilling fluid mud pit formed site pump drilling fluid interior drill string port swivel drilling fluid flow']

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