Energy-efficient heating control for nearly zero energy residential buildings with deep reinforcement learning

Controlling Heating, Ventilation and Air Conditioning (HVAC) systems is critical to improving energy efficiency of demand-side. In this paper, a model-free optimal control method based on deep reinforcement learning is proposed to control the heat pump start/stop and room temperature setting in resi...

Ausführliche Beschreibung