ALEXANDRIA, Va., June 2 -- United States Patent no. 12,646,943, issued on June 2, was assigned to Banpu Innovation & Ventures LLC (Wilmington, Del.).
"ML-optimized VPP controller for battery powered EV charging networks" was invented by Othman Elkhomri (Wilmington, Del.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method of operating a virtual power plant (VPP) controller, that manages an electric vehicle (EV) charging station connected to a power grid, a battery storage system, and an independent power plant, includes: obtaining a first data set including time-series information of power output from the independent power plant; training a machine learning (ML) model that predicts power output from the i...