in recent years there have been significant innovations with respect to different types of energy storage of sufficient scale to serve as backup for the grid see eg hall and bain iea iea both improved storage and grid management have beneficial consequences for the delivery of electricity services more generally irrespective of the supply mix for instance they can increase the reliability of supplies in the face of unexpected shocks ie due to extreme weather events or earthquakes they can also reduce transmission losses and increase efficiency more generally