ALEXANDRIA, Va., June 19 -- United States Patent no. 12,334,727, issued on June 17, was assigned to ElectricFish Energy Inc. (San Carlos, Calif.).

"Multi-agent machine learning framework for bidirectional battery energy storage systems" was invented by Abhishek Hemant Vinchure (San Carlos, Calif.), Soudip Roy Chowdhury (San Carlos, Calif.), Anurag Kamal (San Carlos, Calif.) and Nelio Batista (San Carlos, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for management and control of battery energy storage systems in complex and dynamic multi-factor environments using a degradation-aware multi-agent machine learning framework. The management and control methodology involves coordinatio...