Demand response optimization
An example operation includes one or more of determining a degradation of one or more mobile energy storage (MES) and one or more fixed energy storage (FES) for a location at a future time and determining a combined energy capacity of the one or more MES and FES at the future time based on the degradation.
1 . A method performed by a server, the method comprising:
determining a combined degradation that will occur at a future time for a fixed energy storage (FES) at a location and a mobile energy storage (MES);
determining that one or more of the MES or the FES will be needed based on an emergency need at a certain time;
determining a time to initiate charging of one or more of the MES or the FES based on the combined degradation and the certain time; and
initiating the charging of one or more of the MES or the FES.
2 . The method of claim 1 , comprising:
determining a current charge level of the MES and the FES; and
receiving information regarding an amount of energy received by a third party from at least one of the MES or the FES at the future time.
3 . The method of claim 1 , comprising:
obtaining a temperature forecast for the location during an upcoming time period;
identifying an earliest date in the upcoming time period that a less efficient energy transfer may occur based on the temperature forecast and one or more of an MES location or an FES location; and
providing an energy transfer to the one or more of the MES or the FES before the earliest date.
4 . The method of claim 1 , comprising:
determining an expected performance of one or more of the MES or the FES at the future time;
determining a historical change in peak energy demand at the future time;
determining a difference between the expected performance and the peak energy demand; and
recommending a change to one or more of the MES or the FES to minimize the difference.
5 . A system, comprising:
a processor that, when executing instructions stored in a memory, is configured to:
determine a combined degradation that will occur at a future time for a fixed energy storage (FES) at a location and a mobile energy storage (MES);
determine that one or more of the MES or the FES will be needed based on an emergency need at a certain time;
determine a time to initiate charging of one or more of the MES or the FES based on the combined degradation and the certain time; and
initiate the charging of one or more of the MES or the FES.
6 . The system of claim 5 , wherein the processor is configured to:
determine a current charge level of the MES and the FES; and
receive information regarding an amount of energy received by a third party from at least one of the MES or the FES at the future time.
7 . The system of claim 5 , wherein the processor is configured to:
obtain a temperature forecast for the location for a future time period;
identify an earliest date in the upcoming time period that a less efficient energy transfer may occur based on the temperature forecast and one or more of an MES location or an FES location; and
provide an energy transfer to the one or more of the MES or the FES before the earliest date.
8 . The system of claim 5 , wherein the processor is configured to:
determine an expected performance of one or more of the MES or the FES at the future time;
determine a historical change in peak energy demand to the future time;
determine a difference between the expected performance and the peak energy demand; and
recommend a change to one or more of the MES or the FES to minimize the difference.
9 . A computer-readable storage medium comprising instructions that, when executed by a processor, cause the processor to perform:
determining a combined degradation that will occur at a future time for a fixed energy storage (FES) at a location and a mobile energy storage (MES);
determining that one or more of the MES or the FES will be needed based on an emergency need at a certain time;
determining a time to initiate charging of one or more of the MES or the FES based on the combined degradation and the certain time; and
initiating the charging of one or more of the MES or the FES.
10 . The computer-readable storage medium of claim 9 , wherein the instructions cause the processor to perform:
determining a current charge level of the MES and the FES; and
receiving information regarding an amount of energy received by a third party from at least one of the MES or the FES at the future time.
11 . The computer-readable storage medium of claim 9 , wherein the instructions cause the processor to perform:
obtaining a temperature forecast for the location during an upcoming time period;
identifying an earliest date in the upcoming time period that a less efficient energy transfer may occur based on the temperature forecast and one or more of an MES location or an FES location; and
providing an energy transfer to the one or more of the MES or the FES before the earliest date.