Frontiers

Active power balance control of wind-photovoltaic-storage power system based on transfer learning double deep Q-network approach

State Grid Shanxi Power Company Lvliang Power Supply Company, Lvliang, China Introduction: This study addresses the challenge of active power (AP) balance control in wind-photovoltaic-storage (WPS) ...
Frontiers

Hybrid-Model-Based Deep Reinforcement Learning for Heating, Ventilation, and Air-Conditioning Control

Buildings account for a large proportion of the total energy consumption in many countries and almost half of the energy consumption is caused by the Heating, Ventilation, and air-conditioning (HVAC) ...