Jing-Tao Zhao

Q-Learning Based Energy Management for Microgrids: Internalizing SOC Constraints for Fast Online Inference

This research validates that the proposed RL paradigm not only guarantees optimal dispatch but also fundamentally shatters the computational bottlenecks of heuristic algorithms, establishing a critical algorithmic foundation for high-frequency hardware-in-the-loop simulations and multi-agent real-time coordination.