Daniel Owusu

Deep Reinforcement Learning-Based Energy Management of Battery-Supercapacitor Hybrid Storage Systems in Renewable Microgrids

A Deep Reinforcement Learning-based energy management system employing a Deep Q-Network to coordinate battery–supercapacitor operation within a renewable microgrid is developed and evaluated, demonstrating the feasibility of applying deep reinforcement learning to coordinated battery–supercapacitor energy management an...