[
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{ |
"instruction": "The historical load data is: 7377.4,7219.3,7122.6,6865.1,6684.5,6593.0,6555.9,6616.8,6739.5,6910.6,7208.9,7673.8,8035.0,8454.0,8785.5,8992.9,9200.5,9373.8,9426.9,9472.5,9572.4,9619.7,9677.5,9740.5,9745.4,9747.9,9766.8,9911.9,9974.6,10007.1,10073.6,10199.3,10242.6,10395.2,10400.3,10266.3,10222.0,10098.3,9967.4,9861.4,9874.1,9685.3,9303.2,9137.7,8845.4,8680.4,8401.4,8169.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-21 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-22 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.13; the maximum temperature is 306.15; the humidity is 66.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 295.07; the maximum temperature is 304.0; the humidity is 78.0; the pressure is 1010.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-21 06:37:40, the news that had the Short-Term Effect on Today's Load Consumption is that Another series of scorching hot days lie ahead for South Australia, while a fire at an industrial property in Pt Augusta is expected to burn for multiple days. The region that may be influenced is SA. The rationality is that The forecast of scorching hot days suggests an immediate increase in the use of air conditioning and refrigeration, thereby increasing the electricity load consumption. Additionally, the industrial fire may lead to emergency measures that could impact the power usage pattern.In 2019-01-21 22:48:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that More than 40 Central Highlands residents have been evacuated from their homes as an out-of-control blaze jumps containment lines. The region that may be influenced is QLD. The rationality is that The immediate evacuation of residents due to wildfire implies a sudden change in electricity consumption patterns, potentially decreasing residential usage in the affected area while possibly increasing load in nearby regions where evacuees may seek temporary shelter.", |
"output": "7962.1,7759.6,7539.0,7248.8,7073.7,6901.3,6855.0,6824.2,6843.0,7092.8,7269.5,7652.9,8034.6,8391.8,8751.8,9028.3,9225.6,9483.2,9508.7,9688.3,9856.0,10101.8,10214.1,10406.8,10647.2,10934.4,11169.5,11402.9,11634.4,11878.9,12121.4,12290.7,12575.1,12634.1,12712.0,12516.1,12365.5,12052.0,11733.9,11481.0,11214.6,10802.1,10342.4,9966.0,9570.9,9246.2,8891.2,8521.0" |
}, |
{ |
"instruction": "The historical load data is: 7962.1,7759.6,7539.0,7248.8,7073.7,6901.3,6855.0,6824.2,6843.0,7092.8,7269.5,7652.9,8034.6,8391.8,8751.8,9028.3,9225.6,9483.2,9508.7,9688.3,9856.0,10101.8,10214.1,10406.8,10647.2,10934.4,11169.5,11402.9,11634.4,11878.9,12121.4,12290.7,12575.1,12634.1,12712.0,12516.1,12365.5,12052.0,11733.9,11481.0,11214.6,10802.1,10342.4,9966.0,9570.9,9246.2,8891.2,8521.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-22 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-23 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.07; the maximum temperature is 304.0; the humidity is 78.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 295.27; the maximum temperature is 300.77; the humidity is 73.0; the pressure is 1017.0. In 2019-01-22 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that There is renewed hope for both buyers and sellers in 2019, with agents tipping some of the inner west\u2019s most popular spots to perform strongly. The region that may be influenced is NSW. The rationality is that The real estate market optimism and urban development in popular spots can lead to increased residential and commercial energy demand over the long term.In 2019-01-22 15:47:00, the news that had the Short-Term Effect on Today's Load Consumption is that Adelaide is heading for a predicted top of 45C on Thursday, but Ceduna is already breaking records, reaching a new high of 48.4C. The region that may be influenced is SA. The rationality is that Extreme temperatures typically lead to a rapid increase in the use of air conditioning, significantly rising power consumption in the short term.In 2019-01-22 17:35:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A line of slow-moving storms are moving across parts of the state\u2019s southeast, bringing with them heavy rainfall that may lead to flash flooding. The region that may be influenced is QLD. The rationality is that Severe weather events like storms and potential flash flooding can disrupt the power supply and affect load consumption in real time.", |
"output": "8320.2,8067.4,7770.0,7466.8,7325.5,7142.5,7037.8,7085.1,7092.8,7310.6,7513.9,7968.8,8316.4,8660.2,9008.4,9347.4,9522.8,9699.9,9847.4,10046.6,10364.9,10616.8,10855.1,11009.3,11130.1,11201.5,11284.7,11268.1,11271.2,11108.3,10920.2,10756.3,10715.7,10583.9,10515.9,10172.8,10114.9,9888.7,9712.2,9665.3,9585.0,9357.0,9002.5,8812.0,8542.8,8469.4,8334.1,8030.1" |
}, |
{ |
"instruction": "The historical load data is: 8320.2,8067.4,7770.0,7466.8,7325.5,7142.5,7037.8,7085.1,7092.8,7310.6,7513.9,7968.8,8316.4,8660.2,9008.4,9347.4,9522.8,9699.9,9847.4,10046.6,10364.9,10616.8,10855.1,11009.3,11130.1,11201.5,11284.7,11268.1,11271.2,11108.3,10920.2,10756.3,10715.7,10583.9,10515.9,10172.8,10114.9,9888.7,9712.2,9665.3,9585.0,9357.0,9002.5,8812.0,8542.8,8469.4,8334.1,8030.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-23 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-24 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.27; the maximum temperature is 300.77; the humidity is 73.0; the pressure is 1017.0. Weather of the prediction date: the minimum temperature is 295.07; the maximum temperature is 306.9; the humidity is 54.0; the pressure is 1013.0. In 2019-01-23 20:36:00, the news that had the Long-Term Effect on Future Load Consumption is that Population Growth: Leads to higher residential energy consumption. The region that may be influenced is NAL. The rationality is that Population growth is a significant driver of long-term energy demand as each individual adds to the overall consumption through residential, transportation, and potentially industrial and commercial energy use. An increase in population in Australia's states will lead to a proportional rise in load consumption.In 2019-01-23 20:36:00, the news that had the Short-Term Effect on Today's Load Consumption is that A scorching heatwave, which is expected to send temperature records tumbling across the state, is putting patients at risk as paramedics struggle to cope with increased call-outs and ramping. The region that may be influenced is SA. The rationality is that Short-term weather patterns, such as heatwaves, can lead to spikes in load consumption due to increased use of air conditioning and refrigeration systems. Due to the immediate effect of temperature on people's need for cooling, this is likely to have a substantial impact on energy consumption for that day.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7844.8,7586.2,7381.7,7088.1,6971.3,6848.2,6758.9,6777.7,6828.9,7046.7,7261.6,7682.9,7998.8,8374.0,8649.4,8838.9,8981.3,9144.5,9221.2,9224.3,9254.8,9229.0,9212.5,9206.0,9300.3,9439.8,9523.5,9747.4,10007.9,10291.9,10461.7,10613.8,10759.7,10803.7,10884.2,10743.2,10709.7,10543.9,10430.5,10358.2,10261.8,9943.8,9604.8,9400.2,9127.6,8921.9,8594.2,8296.7" |
}, |
{ |
"instruction": "The historical load data is: 7844.8,7586.2,7381.7,7088.1,6971.3,6848.2,6758.9,6777.7,6828.9,7046.7,7261.6,7682.9,7998.8,8374.0,8649.4,8838.9,8981.3,9144.5,9221.2,9224.3,9254.8,9229.0,9212.5,9206.0,9300.3,9439.8,9523.5,9747.4,10007.9,10291.9,10461.7,10613.8,10759.7,10803.7,10884.2,10743.2,10709.7,10543.9,10430.5,10358.2,10261.8,9943.8,9604.8,9400.2,9127.6,8921.9,8594.2,8296.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-24 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-25 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.07; the maximum temperature is 306.9; the humidity is 54.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 296.35; the maximum temperature is 308.19; the humidity is 50.0; the pressure is 1008.0. In 2019-01-24 22:32:00, the news that had the Long-Term Effect on Future Load Consumption is that Western Australian seamer Jhye Richardson has flown onto the international stage and put one of Australia\u2019s best seamers on notice. The region that may be influenced is WA. The rationality is that Increased attention and potential investments in sports facilities and infrastructure due to rising stars can lead to long-term growth in energy demands.In 2019-01-24 23:10:00, the news that had the Short-Term Effect on Today's Load Consumption is that Melbourne is expected to swelter through the hottest day since Black Saturday a decade ago. Records are set to tumble across the state. The region that may be influenced is VIC. The rationality is that Extreme weather conditions, such as heatwaves, can lead to a spike in the use of air conditioning and refrigeration systems, causing a short-term increase in electricity consumption.In 2019-01-24 21:57:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that An LPG leak has been blamed for a blaze which caused extensive damage at a service station in the northern suburbs. The region that may be influenced is No region specified. The rationality is that The incident at a service station can cause a disruption in power supply, resulting in a real-time, direct impact on the local area's energy consumption due to emergency services response and immediate hazard mitigation efforts.", |
"output": "8109.5,7913.0,7692.6,7378.1,7191.8,7078.6,6983.4,7030.7,7075.4,7228.2,7432.2,7798.2,8216.5,8572.1,8991.5,9359.5,9600.9,9879.0,10065.2,10275.0,10492.1,10607.3,10881.1,11067.7,11176.6,11440.1,11694.0,11897.1,12143.7,12366.1,12616.1,12819.0,13016.5,13119.3,13206.9,13038.9,12954.2,12608.3,12402.0,12161.6,11993.2,11648.8,11207.6,10870.7,10423.7,10062.0,9621.2,9230.2" |
}, |
{ |
"instruction": "The historical load data is: 8109.5,7913.0,7692.6,7378.1,7191.8,7078.6,6983.4,7030.7,7075.4,7228.2,7432.2,7798.2,8216.5,8572.1,8991.5,9359.5,9600.9,9879.0,10065.2,10275.0,10492.1,10607.3,10881.1,11067.7,11176.6,11440.1,11694.0,11897.1,12143.7,12366.1,12616.1,12819.0,13016.5,13119.3,13206.9,13038.9,12954.2,12608.3,12402.0,12161.6,11993.2,11648.8,11207.6,10870.7,10423.7,10062.0,9621.2,9230.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-25 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-26 that is Weekend, and it is a public holiday: Australia Day. Weather of the start date: the minimum temperature is 296.35; the maximum temperature is 308.19; the humidity is 50.0; the pressure is 1008.0. Weather of the prediction date: the minimum temperature is 295.58; the maximum temperature is 308.54; the humidity is 60.0; the pressure is 1008.0. In 2019-01-25 18:20:00, the news that had the Long-Term Effect on Future Load Consumption is that A CYCLONE Watch has been issued and there is a high chance of a tropical low in the Gulf of Carpentaria intensifying into a cyclone by Australia Day, says the Bureau of Meteorology. The region that may be influenced is QLD. The rationality is that The formation of a cyclone can lead to long-term changes in infrastructure needs and rebuilding efforts, which in turn can affect future load consumption as communities recover and rebuild, potentially with updated, more energy-efficient structures or systems.In 2019-01-25 10:00:00, the news that had the Short-Term Effect on Today's Load Consumption is that More than 200,000 households lost power in Victoria today after temperatures soared above 40C and power generators failed. The region that may be influenced is VIC. The rationality is that The loss of power due to failed power generators directly impacts load consumption as households and businesses are without electricity, causing a significant immediate drop in energy usage.In 2019-01-25 10:00:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that More than 200,000 households lost power in Victoria today after temperatures soared above 40C and power generators failed. The region that may be influenced is VIC. The rationality is that The power outage resulted in an immediate and direct discontinuation of electricity supply, causing an abrupt and significant decrease in load consumption.", |
"output": "8959.5,8572.3,8251.8,7930.4,7625.1,7523.3,7376.7,7330.7,7299.3,7310.7,7408.2,7453.7,7541.0,7832.8,8176.6,8609.6,9006.6,9512.1,9813.5,10222.3,10471.6,10751.4,10927.6,11058.6,11214.6,11233.0,11274.7,11315.6,11431.1,11462.0,11613.1,11700.4,11772.0,11694.0,11617.1,11522.4,11306.5,11178.2,10932.3,10854.1,10704.4,10409.1,10133.5,9830.6,9560.4,9268.6,8841.5,8558.3" |
}, |
{ |
"instruction": "The historical load data is: 8959.5,8572.3,8251.8,7930.4,7625.1,7523.3,7376.7,7330.7,7299.3,7310.7,7408.2,7453.7,7541.0,7832.8,8176.6,8609.6,9006.6,9512.1,9813.5,10222.3,10471.6,10751.4,10927.6,11058.6,11214.6,11233.0,11274.7,11315.6,11431.1,11462.0,11613.1,11700.4,11772.0,11694.0,11617.1,11522.4,11306.5,11178.2,10932.3,10854.1,10704.4,10409.1,10133.5,9830.6,9560.4,9268.6,8841.5,8558.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-26 that is Weekend, and it is a public holiday: Australia Day. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-27 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.58; the maximum temperature is 308.54; the humidity is 60.0; the pressure is 1008.0. Weather of the prediction date: the minimum temperature is 295.56; the maximum temperature is 301.38; the humidity is 82.0; the pressure is 1016.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-26 09:50:00, the news that had the Short-Term Effect on Today's Load Consumption is that Power has been restored to Melbourne homes after more than 3000 were still without power last night, when Victoria\u2019s ageing energy \u00adnetwork failed to cope with the \u00adblistering \u00adheat. The region that may be influenced is VIC. The rationality is that The immediate restoration of power after an outage indicates a sharp increase in load as systems come back online, including air conditioning and refrigeration units, after a period of forced reduction.In 2019-01-26 08:50:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Australians have flocked to beaches amid scorching Australia Day temperatures, as bushfires force some to leave their homes. The region that may be influenced is Various regions. The rationality is that Extreme weather, such as the heatwave mentioned, leads to higher use of cooling systems like air conditioners which directly results in real-time increases in electricity load consumption.", |
"output": "8205.1,7980.9,7800.8,7481.3,7246.9,7222.7,7139.9,7020.8,7007.8,6995.1,7002.3,7003.4,7052.4,7219.2,7469.2,7812.3,8137.1,8506.9,8822.9,9235.2,9513.2,9721.8,10008.3,10184.4,10371.1,10549.6,10579.4,10621.3,10656.1,10669.7,10732.4,10777.8,10678.8,10325.1,10265.1,10129.3,9985.3,9767.0,9617.0,9589.6,9516.6,9294.0,9124.0,8931.9,8669.7,8529.5,8245.4,7958.2" |
}, |
{ |
"instruction": "The historical load data is: 8205.1,7980.9,7800.8,7481.3,7246.9,7222.7,7139.9,7020.8,7007.8,6995.1,7002.3,7003.4,7052.4,7219.2,7469.2,7812.3,8137.1,8506.9,8822.9,9235.2,9513.2,9721.8,10008.3,10184.4,10371.1,10549.6,10579.4,10621.3,10656.1,10669.7,10732.4,10777.8,10678.8,10325.1,10265.1,10129.3,9985.3,9767.0,9617.0,9589.6,9516.6,9294.0,9124.0,8931.9,8669.7,8529.5,8245.4,7958.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-27 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-28 that is Weekday, and it is a public holiday: Australia Day (Observed). Weather of the start date: the minimum temperature is 295.56; the maximum temperature is 301.38; the humidity is 82.0; the pressure is 1016.0. Weather of the prediction date: the minimum temperature is 295.24; the maximum temperature is 306.33; the humidity is 65.0; the pressure is 1014.0. In 2019-01-27 15:52:00, the news that had the Long-Term Effect on Future Load Consumption is that In 2019-01-27 15:52:00, the news was published that A teenage male was found with almost 600 capsules and $2000 cash at a Sydney music festival but he wasn\u2019t the one organisers were most keen to keep out. The region that may be influenced is NSW. The rationality is that This news doesn't directly imply a long-term impact on future load consumption. Such an incident is typically isolated with negligible long-term effects on energy demands.In 2019-01-27 20:35:00, the news that had the Short-Term Effect on Today's Load Consumption is that In 2019-01-27 20:35:00, the news was published that Sydney sizzled along with all the snags on barbecues over the Australia Day weekend but a cool reprieve is in sight today before the heat returns in time for the return to work and school. The region that may be influenced is NSW. The rationality is that The extreme heat mentioned in Sydney is likely to result in increased use of air conditioning which leads to a spike in load consumption over the short term, corresponding with the weather-based demand for electricity.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7763.9,7542.3,7384.4,7100.1,6942.6,6861.8,6759.3,6758.7,6719.8,6779.3,6830.9,6943.2,7046.2,7243.9,7433.8,7695.6,7919.5,8121.7,8306.9,8410.5,8498.2,8585.4,8658.5,8770.2,8932.1,9012.6,9174.0,9311.5,9437.6,9538.9,9645.2,9797.1,9900.4,10035.9,10181.5,10032.4,9874.0,9730.6,9599.7,9595.8,9458.2,9267.2,9075.5,8899.6,8658.5,8499.2,8261.9,7992.7" |
}, |
{ |
"instruction": "The historical load data is: 7763.9,7542.3,7384.4,7100.1,6942.6,6861.8,6759.3,6758.7,6719.8,6779.3,6830.9,6943.2,7046.2,7243.9,7433.8,7695.6,7919.5,8121.7,8306.9,8410.5,8498.2,8585.4,8658.5,8770.2,8932.1,9012.6,9174.0,9311.5,9437.6,9538.9,9645.2,9797.1,9900.4,10035.9,10181.5,10032.4,9874.0,9730.6,9599.7,9595.8,9458.2,9267.2,9075.5,8899.6,8658.5,8499.2,8261.9,7992.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-28 that is Weekday, and it is a public holiday: Australia Day (Observed). The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-29 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.24; the maximum temperature is 306.33; the humidity is 65.0; the pressure is 1014.0. Weather of the prediction date: the minimum temperature is 295.29; the maximum temperature is 304.96; the humidity is 67.0; the pressure is 1012.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-28 22:00:00, the news that had the Short-Term Effect on Today's Load Consumption is that More heavy rainfall and possible flooding are on the way after the Daintree River in far north Queensland reached its highest level in nearly 120 years. The region that may be influenced is QLD. The rationality is that The forecasted heavy rainfall and potential flooding can lead to immediate disruptions in the energy grid, increased usage of emergency systems, and possibly higher load consumption due to water evacuation efforts. This could temporarily raise the energy demands in the region, affecting the short-term load consumption data.In 2019-01-28 11:13:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that High-voltage power lines have trapped Sydney residents after a ferocious lightning storm wreaked havoc in their neighbourhood overnight. The region that may be influenced is NSW. The rationality is that The damage caused by the lightning storm and the resulting impact on high-voltage power lines could cause immediate disruption in power supplies, necessitating emergency repairs and possibly leading to soaring demand in backup generators or alternate power source usage. Therefore, this has a real-time direct effect on the load consumption for the period in question.", |
"output": "7855.9,7642.3,7443.9,7193.6,7007.9,6921.5,6895.5,6878.4,6897.4,7094.4,7287.2,7764.5,8164.5,8616.4,9012.9,9376.9,9658.7,9836.4,10027.5,10202.0,10296.5,10478.8,10604.0,10838.7,11073.5,11340.6,11591.5,11921.9,12047.9,12304.5,12526.1,12732.5,12923.2,12871.3,12842.6,12692.0,12572.3,12219.2,11883.9,11506.4,11280.3,10841.6,10422.2,9994.4,9548.4,9273.1,8884.2,8544.6" |
}, |
{ |
"instruction": "The historical load data is: 7855.9,7642.3,7443.9,7193.6,7007.9,6921.5,6895.5,6878.4,6897.4,7094.4,7287.2,7764.5,8164.5,8616.4,9012.9,9376.9,9658.7,9836.4,10027.5,10202.0,10296.5,10478.8,10604.0,10838.7,11073.5,11340.6,11591.5,11921.9,12047.9,12304.5,12526.1,12732.5,12923.2,12871.3,12842.6,12692.0,12572.3,12219.2,11883.9,11506.4,11280.3,10841.6,10422.2,9994.4,9548.4,9273.1,8884.2,8544.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-29 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-30 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.29; the maximum temperature is 304.96; the humidity is 67.0; the pressure is 1012.0. Weather of the prediction date: the minimum temperature is 294.79; the maximum temperature is 312.04; the humidity is 41.0; the pressure is 1009.0. In 2019-01-29 21:54:00, the news that had the Long-Term Effect on Future Load Consumption is that The prospect of electric scooters hitting the Adelaide city streets and footpaths has taken a big step forward after the capital city council gave its support to a trial of the rapid-growing technology during the upcoming festival season. The region that may be influenced is SA. The rationality is that The adoption of electric scooters indicates a progressive shift towards electrically powered transport modes, which could increase energy consumption as demand for charging infrastructure grows.In 2019-01-29 20:28:00, the news that had the Short-Term Effect on Today's Load Consumption is that EVENING UPDATE: Raging bushfires are bearing down on townships in southeast and central Tasmania as conservationists call for greater action to protect threatened World- Heritage wilderness areas. The region that may be influenced is TSA. The rationality is that Bushfires in Tasmania could lead to short-term fluctuations in energy consumption due to evacuations, emergency responses, and power grid disruptions.In 2019-01-29 16:03:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A car fire in the Burnley Tunnel has closed all four lanes, causing peak hour pain for commuters travelling to and from Melbourne. The region that may be influenced is VIC. The rationality is that The car fire and tunnel closure likely caused a sudden change in traffic patterns, potentially impacting the real-time electricity load due to altered patterns of movement and business operations in the immediate area.", |
"output": "8330.5,8116.2,7866.5,7614.4,7352.3,7206.9,7099.8,7157.9,7202.7,7463.5,7605.4,8084.9,8470.7,8903.2,9291.9,9514.2,9609.2,9834.8,10038.8,10272.9,10416.0,10603.1,10785.3,11022.7,11122.9,11276.0,11632.1,11686.3,11715.1,11780.9,11899.5,12209.0,12369.3,12228.8,12252.7,12004.3,11921.2,11649.1,11440.6,11298.7,11091.4,10784.1,10349.6,9989.8,9537.1,9206.1,8910.1,8502.9" |
}, |
{ |
"instruction": "The historical load data is: 8330.5,8116.2,7866.5,7614.4,7352.3,7206.9,7099.8,7157.9,7202.7,7463.5,7605.4,8084.9,8470.7,8903.2,9291.9,9514.2,9609.2,9834.8,10038.8,10272.9,10416.0,10603.1,10785.3,11022.7,11122.9,11276.0,11632.1,11686.3,11715.1,11780.9,11899.5,12209.0,12369.3,12228.8,12252.7,12004.3,11921.2,11649.1,11440.6,11298.7,11091.4,10784.1,10349.6,9989.8,9537.1,9206.1,8910.1,8502.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-30 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-31 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.79; the maximum temperature is 312.04; the humidity is 41.0; the pressure is 1009.0. Weather of the prediction date: the minimum temperature is 290.87; the maximum temperature is 294.41; the humidity is 75.0; the pressure is 1021.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-30 19:59:00, the news that had the Short-Term Effect on Today's Load Consumption is that Thunderstorms, torrential rain and large hailstones have wreaked havoc across parts of Melbourne. The region that may be influenced is VIC. The rationality is that Extreme weather events like thunderstorms and large hailstones can disrupt power supply and demand, potentially causing fluctuations in load consumption due to outages or increased usage of emergency systems.In 2019-01-30 20:37:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that There are 28 bushfires including two massive blazes burning uncontrolled across Tasmania, threatening townships across the state. The region that may be influenced is TSA. The rationality is that Bushfires can cause immediate disruption to power infrastructure, leading to blackouts and emergency responses that impact load consumption directly and could necessitate increased energy usage for emergency services and in recovery efforts.", |
"output": "8246.1,7995.7,7780.7,7435.8,7235.0,7132.0,7047.9,7101.5,7086.2,7325.7,7613.1,8097.3,8503.3,8906.2,9273.2,9537.0,9728.7,9942.5,10170.8,10380.4,10602.1,10693.5,10802.0,11024.9,11345.6,11555.8,11966.2,12210.6,12450.9,12658.0,13043.7,13388.5,13638.7,13700.9,13607.7,12853.6,12115.2,11422.0,10889.2,10430.7,10151.4,9639.9,9156.1,8898.2,8584.3,8351.6,8060.0,7803.9" |
}, |
{ |
"instruction": "The historical load data is: 8246.1,7995.7,7780.7,7435.8,7235.0,7132.0,7047.9,7101.5,7086.2,7325.7,7613.1,8097.3,8503.3,8906.2,9273.2,9537.0,9728.7,9942.5,10170.8,10380.4,10602.1,10693.5,10802.0,11024.9,11345.6,11555.8,11966.2,12210.6,12450.9,12658.0,13043.7,13388.5,13638.7,13700.9,13607.7,12853.6,12115.2,11422.0,10889.2,10430.7,10151.4,9639.9,9156.1,8898.2,8584.3,8351.6,8060.0,7803.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-31 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-1 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 290.87; the maximum temperature is 294.41; the humidity is 75.0; the pressure is 1021.0. Weather of the prediction date: the minimum temperature is 291.66; the maximum temperature is 298.69; the humidity is 81.0; the pressure is 1020.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-31 21:04:00, the news that had the Short-Term Effect on Today's Load Consumption is that Torrential rain has left a unit block in Townsville on the brink of collapse as Queensland\u2019s big wet continues to cause flooding and landslips. The region that may be influenced is QLD. The rationality is that The environmental event of torrential rain and flooding in Queensland has an immediate short-term effect on load consumption. Severe weather can lead to increased use of electricity in unaffected areas for heating/cooling and may cause disruptions to energy infrastructure, affecting the supply and demand of electricity.In 2019-01-31 12:27:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that More than 45,000 homes were hit by a major power outage in Sydney, leaving traffic lights down, and schools and hospitals scrambling. The region that may be influenced is NSW. The rationality is that A major power outage as mentioned in the news is likely to have a real-time direct effect on load consumption by immediately and significantly reducing the electricity usage within the affected homes, schools, and hospitals until the outage is resolved.", |
"output": "7621.7,7453.6,7213.2,6961.2,6768.1,6616.2,6597.6,6597.8,6662.1,6871.2,7088.3,7535.8,7874.4,8261.5,8542.0,8672.6,8678.7,8717.0,8734.8,8649.6,8708.6,8639.0,8663.1,8525.7,8573.6,8486.0,8462.5,8462.7,8517.1,8475.9,8560.0,8596.5,8650.6,8635.6,8627.1,8499.8,8477.4,8404.6,8379.0,8348.2,8309.9,8057.8,7919.6,7921.8,7778.2,7753.6,7596.3,7454.6" |
}, |
{ |
"instruction": "The historical load data is: 7621.7,7453.6,7213.2,6961.2,6768.1,6616.2,6597.6,6597.8,6662.1,6871.2,7088.3,7535.8,7874.4,8261.5,8542.0,8672.6,8678.7,8717.0,8734.8,8649.6,8708.6,8639.0,8663.1,8525.7,8573.6,8486.0,8462.5,8462.7,8517.1,8475.9,8560.0,8596.5,8650.6,8635.6,8627.1,8499.8,8477.4,8404.6,8379.0,8348.2,8309.9,8057.8,7919.6,7921.8,7778.2,7753.6,7596.3,7454.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-1 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-2 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 291.66; the maximum temperature is 298.69; the humidity is 81.0; the pressure is 1020.0. Weather of the prediction date: the minimum temperature is 293.56; the maximum temperature is 304.56; the humidity is 55.0; the pressure is 1016.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-01 06:30:00, the news that had the Short-Term Effect on Today's Load Consumption is that Every school in Townsville, Queensland will be closed today as the city deals with unprecedented flooding from days of historic rain. The region that may be influenced is QLD. The rationality is that The closure of all schools in the region due to flooding will likely decrease energy consumption in the short term as educational institutions are significant consumers of power during operational hours.In 2019-02-01 12:47:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that The 'unprecedented' decision to further open floodgates at Ross River Dam, coupled with the growing threat of flash flooding has put 12 Townsville suburbs on high alert as torrential rainfall pounds North Queensland from Cairns to Bowen to Mount Isa. The region that may be influenced is QLD. The rationality is that The immediate response to flooding and the opening of the Ross River Dam floodgates could have a direct impact on today's load consumption as residents may evacuate or alter their energy usage due to the emergency situation. Power outages and disruptions could also result from the flooding.", |
"output": "7331.1,7194.4,7065.9,6774.6,6593.3,6510.8,6460.3,6423.0,6425.0,6538.1,6581.1,6794.1,6892.0,7134.0,7406.8,7702.5,7885.5,8029.5,8077.5,8181.6,8192.3,8272.5,8181.9,8222.2,8112.4,8024.8,8024.0,8060.6,8054.4,8135.2,8228.0,8378.3,8490.3,8581.6,8753.9,8842.5,8918.3,8864.1,8806.7,8794.0,8820.4,8646.6,8554.0,8380.1,8197.6,8078.6,7805.2,7578.8" |
}, |
{ |
"instruction": "The historical load data is: 7331.1,7194.4,7065.9,6774.6,6593.3,6510.8,6460.3,6423.0,6425.0,6538.1,6581.1,6794.1,6892.0,7134.0,7406.8,7702.5,7885.5,8029.5,8077.5,8181.6,8192.3,8272.5,8181.9,8222.2,8112.4,8024.8,8024.0,8060.6,8054.4,8135.2,8228.0,8378.3,8490.3,8581.6,8753.9,8842.5,8918.3,8864.1,8806.7,8794.0,8820.4,8646.6,8554.0,8380.1,8197.6,8078.6,7805.2,7578.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-2 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-3 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.56; the maximum temperature is 304.56; the humidity is 55.0; the pressure is 1016.0. Weather of the prediction date: the minimum temperature is 293.51; the maximum temperature is 305.47; the humidity is 53.0; the pressure is 1012.0. In 2019-02-02 21:42:00, the news that had the Long-Term Effect on Future Load Consumption is that Townsville\u2019s floods have officially declared a catastrophe by the Insurance Council, as the damage bill nears the $20 million mark. The region that may be influenced is QLD. The rationality is that The declaration of floods as a catastrophe in Townsville, including the substantial damage bill, suggests significant reconstruction and relief efforts will be required over a prolonged period. This situation can signal an increase in load consumption due to construction activities, the arrival of support personnel, and the eventual rebuilding efforts that may include new urban development or industrial projects, leading to a long-term impact on energy demand in the region.In 2019-02-02 22:28:00, the news that had the Short-Term Effect on Today's Load Consumption is that Terrifying scenes at Brisbane Airport ended with police shooting and arresting a knife-wielding man who was carrying a suspicious box. The region that may be influenced is QLD. The rationality is that The incident at Brisbane Airport could have caused a short-term fluctuation in load consumption due to a potential temporary evacuation or security lockdown of areas of the airport. These occurrences might require increased use of security systems, communication equipment, and might influence operational flows, affecting overall load demand in the immediate vicinity.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7375.8,7260.2,7076.0,6808.7,6618.4,6542.6,6492.9,6448.8,6498.2,6503.7,6512.4,6612.6,6699.4,6883.9,7086.6,7365.4,7555.0,7735.2,7893.1,8073.4,8172.5,8231.2,8459.6,8634.3,8800.7,8981.4,9204.7,9377.7,9550.1,9789.2,10008.0,10220.2,10419.9,10584.3,10771.3,10840.5,10689.0,10399.4,10050.4,9944.5,9777.2,9517.4,9167.6,8859.2,8541.6,8326.2,8005.0,7697.8" |
}, |
{ |
"instruction": "The historical load data is: 7375.8,7260.2,7076.0,6808.7,6618.4,6542.6,6492.9,6448.8,6498.2,6503.7,6512.4,6612.6,6699.4,6883.9,7086.6,7365.4,7555.0,7735.2,7893.1,8073.4,8172.5,8231.2,8459.6,8634.3,8800.7,8981.4,9204.7,9377.7,9550.1,9789.2,10008.0,10220.2,10419.9,10584.3,10771.3,10840.5,10689.0,10399.4,10050.4,9944.5,9777.2,9517.4,9167.6,8859.2,8541.6,8326.2,8005.0,7697.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-3 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-4 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.51; the maximum temperature is 305.47; the humidity is 53.0; the pressure is 1012.0. Weather of the prediction date: the minimum temperature is 296.35; the maximum temperature is 300.32; the humidity is 72.0; the pressure is 1014.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-03 19:47:00, the news that had the Short-Term Effect on Today's Load Consumption is that Southbound lanes of the M1 north of Brisbane are closed following a single-vehicle rollover. Motorists are warned to avoid the area. The region that may be influenced is QLD. The rationality is that The traffic incident may cause short-term changes in load consumption due to altered traffic patterns and potential involvement of emergency services, which might affect local load levels.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7521.3,7368.8,7144.3,6881.2,6695.1,6670.3,6622.8,6661.8,6724.7,6958.2,7227.7,7763.9,8216.5,8607.5,8917.5,9150.3,9283.5,9488.0,9641.9,9737.3,9919.9,10042.0,10182.0,10260.5,10529.9,10832.1,11035.2,11220.7,11366.7,11453.1,11816.0,12031.5,12226.3,12208.7,12194.5,11970.6,11838.5,11482.0,11212.1,10977.3,10718.9,10291.8,9982.6,9717.1,9292.7,9027.0,8619.0,8331.5" |
}, |
{ |
"instruction": "The historical load data is: 7521.3,7368.8,7144.3,6881.2,6695.1,6670.3,6622.8,6661.8,6724.7,6958.2,7227.7,7763.9,8216.5,8607.5,8917.5,9150.3,9283.5,9488.0,9641.9,9737.3,9919.9,10042.0,10182.0,10260.5,10529.9,10832.1,11035.2,11220.7,11366.7,11453.1,11816.0,12031.5,12226.3,12208.7,12194.5,11970.6,11838.5,11482.0,11212.1,10977.3,10718.9,10291.8,9982.6,9717.1,9292.7,9027.0,8619.0,8331.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-4 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-5 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 296.35; the maximum temperature is 300.32; the humidity is 72.0; the pressure is 1014.0. Weather of the prediction date: the minimum temperature is 293.81; the maximum temperature is 303.12; the humidity is 60.0; the pressure is 1016.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-04 19:45:00, the news that had the Short-Term Effect on Today's Load Consumption is that Favourable weather conditions look set to ease the pressure on firefighters working to keep Victorians safe as fires burnt out of control in multiple locations over the past three days. The region that may be influenced is VIC. The rationality is that The easing of pressure on firefighters due to favorable weather conditions could lead to a reduction in the emergency services' energy usage, as less equipment is needed to combat the fires. This situation can result in a short-term decrease in load consumption.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "8161.6,7859.0,7624.0,7386.0,7066.1,6995.3,6882.2,6880.0,6984.5,7213.9,7467.2,7946.2,8336.5,8801.6,9181.9,9343.0,9407.4,9548.2,9579.7,9649.0,9713.2,9779.1,9822.1,9873.5,9874.7,9914.6,10053.3,10123.9,10169.8,10352.6,10445.7,10540.4,10615.1,10534.2,10548.5,10352.4,10231.1,10033.9,9977.0,9929.3,9711.0,9429.1,9165.6,9000.0,8706.6,8504.3,8237.3,8026.9" |
}, |
{ |
"instruction": "The historical load data is: 8161.6,7859.0,7624.0,7386.0,7066.1,6995.3,6882.2,6880.0,6984.5,7213.9,7467.2,7946.2,8336.5,8801.6,9181.9,9343.0,9407.4,9548.2,9579.7,9649.0,9713.2,9779.1,9822.1,9873.5,9874.7,9914.6,10053.3,10123.9,10169.8,10352.6,10445.7,10540.4,10615.1,10534.2,10548.5,10352.4,10231.1,10033.9,9977.0,9929.3,9711.0,9429.1,9165.6,9000.0,8706.6,8504.3,8237.3,8026.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-5 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-6 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.81; the maximum temperature is 303.12; the humidity is 60.0; the pressure is 1016.0. Weather of the prediction date: the minimum temperature is 293.26; the maximum temperature is 303.89; the humidity is 55.0; the pressure is 1015.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-05 20:18:00, the news that had the Short-Term Effect on Today's Load Consumption is that Perth is expected to swelter in the coming days, with a run of high temperatures that hasn\u2019t been felt in the city for about five years. The region that may be influenced is WA. The rationality is that The forecast of high temperatures is likely to lead to increased use of air conditioning, which will raise electrical load consumption in the short term as residents and businesses work to stay cool.In 2019-02-05 19:30:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that An Emergency Alert flood message has been issued for residents in the Charters Towers area, with the Burdekin River at Sellheim likely to reach 19m tonight, Macrossan Bridge will be closed for the next two to three days at least. The region that may be influenced is QLD. The rationality is that The emergency alert and impending flood conditions will likely lead to direct disruptions in power supply and load consumption patterns due to evacuations, power outages, and infrastructure damage, affecting the real-time load consumption.", |
"output": "7858.0,7648.8,7383.4,7132.6,6957.6,6777.4,6733.3,6735.4,6770.9,7000.3,7251.0,7679.3,8080.8,8524.0,8829.3,9047.3,9156.3,9346.1,9428.2,9486.1,9600.6,9645.4,9692.0,9773.3,9818.3,9930.3,10014.1,10109.1,10224.1,10375.4,10688.9,10936.8,11048.9,11057.1,11093.8,10891.7,10799.4,10627.6,10369.5,10233.2,10143.2,9858.2,9546.0,9257.9,8878.3,8695.9,8389.4,8123.3" |
}, |
{ |
"instruction": "The historical load data is: 7858.0,7648.8,7383.4,7132.6,6957.6,6777.4,6733.3,6735.4,6770.9,7000.3,7251.0,7679.3,8080.8,8524.0,8829.3,9047.3,9156.3,9346.1,9428.2,9486.1,9600.6,9645.4,9692.0,9773.3,9818.3,9930.3,10014.1,10109.1,10224.1,10375.4,10688.9,10936.8,11048.9,11057.1,11093.8,10891.7,10799.4,10627.6,10369.5,10233.2,10143.2,9858.2,9546.0,9257.9,8878.3,8695.9,8389.4,8123.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-6 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-7 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.26; the maximum temperature is 303.89; the humidity is 55.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 293.79; the maximum temperature is 305.22; the humidity is 66.0; the pressure is 1008.0. In 2019-02-06 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that The Australian Productivity Commission has delivered Perth Airport a major win in its ugly Supreme Court battle with Qantas over passenger charges. The region that may be influenced is WA. The rationality is that The resolution of a dispute between a major airline and an airport can lead to more stable operations and potential expansions. This stability and growth can increase load consumption due to higher energy requirements for airport facilities, auxiliary services, and support systems over a long period.In 2019-02-06 19:30:00, the news that had the Short-Term Effect on Today's Load Consumption is that Thousands of homes and businesses are without power in Victoria after the state was slammed with wild weather including damaging lightning strikes. The region that may be influenced is VIC. The rationality is that Extreme weather events causing outages can lead to a short-term increase in load consumption once power is restored because of the surge in simultaneous energy demand from homes and businesses.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7939.6,7709.7,7545.4,7136.0,6950.4,6852.9,6808.6,6811.2,6883.8,7172.0,7354.8,7838.4,8274.9,8708.9,9039.1,9241.3,9412.8,9483.0,9576.5,9654.3,9724.3,9828.0,9896.0,10000.1,10071.8,10230.6,10352.8,10587.5,10672.5,10806.0,11038.9,11219.9,11277.7,11337.6,11382.4,11230.4,11110.8,10742.4,10510.9,10368.3,10243.6,9913.9,9510.8,9252.6,8921.5,8742.5,8432.9,8142.3" |
}, |
{ |
"instruction": "The historical load data is: 7939.6,7709.7,7545.4,7136.0,6950.4,6852.9,6808.6,6811.2,6883.8,7172.0,7354.8,7838.4,8274.9,8708.9,9039.1,9241.3,9412.8,9483.0,9576.5,9654.3,9724.3,9828.0,9896.0,10000.1,10071.8,10230.6,10352.8,10587.5,10672.5,10806.0,11038.9,11219.9,11277.7,11337.6,11382.4,11230.4,11110.8,10742.4,10510.9,10368.3,10243.6,9913.9,9510.8,9252.6,8921.5,8742.5,8432.9,8142.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-7 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-8 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.79; the maximum temperature is 305.22; the humidity is 66.0; the pressure is 1008.0. Weather of the prediction date: the minimum temperature is 293.04; the maximum temperature is 304.97; the humidity is 50.0; the pressure is 999.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-07 17:37:00, the news that had the Short-Term Effect on Today's Load Consumption is that Victoria is bracing for a repeat of yesterday\u2019s wild weather that cut power, prompted hundreds of calls for help and sparked a house fire. The region that may be influenced is VIC. The rationality is that Severe weather events often result in increased short-term energy consumption due to heightened use of heating/cooling systems and emergency response activities. Recovery operations could also cause fluctuations in load consumption due to varying demand caused by service disruptions and restorations.In 2019-02-07 14:06:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Townsville\u2019s catastrophic floods were five times larger than initially thought, with data revealing the disaster was greater than a one-in-500-year event. The region that may be influenced is QLD. The rationality is that Severe flooding can cause immediate and direct effects on today's load consumption as there may be widespread power outages, infrastructure damage leading to reduced load and altered usage patterns as affected communities may be forced to evacuate or rely on backup power sources.", |
"output": "7989.1,7766.1,7531.4,7274.6,7094.7,6973.3,6880.9,6883.5,6941.7,7147.8,7397.6,7827.6,8256.9,8645.4,8951.1,9161.2,9234.1,9382.7,9493.9,9566.2,9617.5,9757.8,9831.8,9979.0,10139.5,10269.0,10567.2,10707.1,10836.6,10947.4,11242.7,11294.6,11403.6,11299.5,11033.5,10397.5,9892.4,9537.9,9288.2,9139.9,9006.8,8801.8,8516.9,8476.8,8278.3,8175.7,7930.5,7720.7" |
}, |
{ |
"instruction": "The historical load data is: 7989.1,7766.1,7531.4,7274.6,7094.7,6973.3,6880.9,6883.5,6941.7,7147.8,7397.6,7827.6,8256.9,8645.4,8951.1,9161.2,9234.1,9382.7,9493.9,9566.2,9617.5,9757.8,9831.8,9979.0,10139.5,10269.0,10567.2,10707.1,10836.6,10947.4,11242.7,11294.6,11403.6,11299.5,11033.5,10397.5,9892.4,9537.9,9288.2,9139.9,9006.8,8801.8,8516.9,8476.8,8278.3,8175.7,7930.5,7720.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-8 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-9 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.04; the maximum temperature is 304.97; the humidity is 50.0; the pressure is 999.0. Weather of the prediction date: the minimum temperature is 288.44; the maximum temperature is 298.61; the humidity is 48.0; the pressure is 1009.0. There is no suitable news for long-term effect on future load consumption.In 2019-02-08 18:05:00, the news that had the Short-Term Effect on Today's Load Consumption is that After Sydney and NSW were hammered by wild weather \u2014 blacking out about 40,000 homes last night \u2014 emergency crews are still working to restore power. The region that may be influenced is NSW. The rationality is that The blackout from the wild weather incident has caused a substantial disruption in energy use, which will significantly affect the short-term load consumption as crews work to restore power to the impacted homes.In 2019-02-08 07:29:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Residents in Perth\u2019s south have been told there is a real threat to lives and homes from an out-of-control bushfire which is being whipped up by strong winds. The region that may be influenced is WA. The rationality is that An out-of-control bushfire poses an immediate threat and can cause power outages and increased energy use from emergency response efforts and affected individuals. Specific measures may be taken which affect today's load consumption in real-time.", |
"output": "7561.6,7267.2,7097.0,6783.9,6566.6,6449.7,6331.3,6332.5,6347.1,6377.1,6452.4,6639.0,6749.7,6874.5,7086.8,7280.7,7413.0,7630.3,7645.7,7752.5,7799.4,7885.1,8022.6,8288.2,8384.6,8504.4,8648.5,8697.4,8734.4,8703.7,8856.6,9061.0,9254.3,9320.9,9371.2,9340.4,9298.6,9100.5,8840.6,8729.6,8641.9,8362.5,8214.6,7999.0,7812.1,7745.4,7486.4,7289.1" |
}, |
{ |
"instruction": "The historical load data is: 7561.6,7267.2,7097.0,6783.9,6566.6,6449.7,6331.3,6332.5,6347.1,6377.1,6452.4,6639.0,6749.7,6874.5,7086.8,7280.7,7413.0,7630.3,7645.7,7752.5,7799.4,7885.1,8022.6,8288.2,8384.6,8504.4,8648.5,8697.4,8734.4,8703.7,8856.6,9061.0,9254.3,9320.9,9371.2,9340.4,9298.6,9100.5,8840.6,8729.6,8641.9,8362.5,8214.6,7999.0,7812.1,7745.4,7486.4,7289.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-2-9 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-2-10 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.44; the maximum temperature is 298.61; the humidity is 48.0; the pressure is 1009.0. Weather of the prediction date: the minimum temperature is 287.8; the maximum temperature is 303.51; the humidity is 52.0; the pressure is 1007.0. In 2019-02-09 20:58:00, the news that had the Long-Term Effect on Future Load Consumption is that Labor has claimed victory in two crucial by-elections triggered by the resignation of the state\u2019s former premier and his deputy. The region that may be influenced is NSW/VIC/TSA/QLD/SA/WA. The rationality is that By-election victories often lead to changes in policies, including energy policies. This could impact infrastructure investment, renewable energy adoption, and regulatory changes that have long-term effects on load consumption.In 2019-02-09 20:13:00, the news that had the Short-Term Effect on Today's Load Consumption is that Thousands of homes across Sydney remain without power as crews continue to work through complex repairs after an intense burst of thunderstorms. The region that may be influenced is NSW. The rationality is that Power outages caused by thunderstorms lead to immediate disruptions in load consumption. Restoration efforts and damage control can temporarily affect the load consumption patterns.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7122.4,6897.3,6722.2,6469.0,6339.7,6219.0,6146.9,6179.1,6142.4,6199.2,6256.7,6381.9,6406.0,6568.4,6715.6,6794.0,6876.2,6959.6,6962.5,6935.4,6839.2,6765.4,6718.8,6653.5,6666.6,6680.4,6697.7,6710.0,6809.5,6883.2,7052.2,7245.8,7455.6,7635.9,7914.4,8138.6,8202.3,8145.4,8071.2,8135.2,8131.5,7991.5,7753.3,7587.1,7352.6,7253.9,7024.9,6855.9" |
Subsets and Splits