A unified data-driven approach under deep reinforcement learning with direct control responses for microgrid operations

Fulong Yao, Wanqing Zhao, Matthew Forshaw, Wenju Zhou

Abstract: Highlights•A direct-response reward function is derived to improve the learning efficiency.•A unified control scheme is designed to organize the state space.•A realistic microgrid model is created for power optimization.