Methods, devices, and system for improving virtual power plants (vpps)
AssigneeIoTecha Corp.
InventorOleg Logvinov
Life of this patent
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AssigneeIoTecha Corp.
InventorOleg Logvinov
Estimating the term…
Disclosed herein are methods, devices, and systems for improving performance of virtual power plants (VPPs). According to one embodiment, a programmatic method of managing a VPP includes receiving residential infrastructure data associated with the VPP. The residential infrastructure data includes a plurality of vehicle-to-grid charging capabilities associated with a plurality of electric vehicle (EV) chargers. The programmatic method further includes receiving residential behavioral data associated with the VPP. The residential behavioral data includes driving patterns of a plurality of EVs associated with the plurality of EV chargers. The programmatic method further includes determining predicted power availability information associated with the VPP based on the residential infrastructure data and the residential behavioral data using a machine learning model. The predicted power availability information is valid for a time period greater than one hour. The programmatic method further includes providing the predicted power availability information to a server associated with a wholesale energy market.
A programmatic method of managing a virtual power plant (VPP), the programmatic method comprising:
A method implemented on a mobile device for supporting management of a virtual power plant (VPP), the method comprising:
A non-transitory computer-readable storage medium, the non-transitory computer-readable storage medium storing instructions to be implemented on a mobile device configured for supporting management of a virtual power plant (VPP), the instructions when executed by at least one processor of the mobile device perform a method comprising:
Dependencies are inferred from the claim text.