Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation
Wenqi Zhang, Yong Yu, Zhongyuan Yuan, Peipei Tang, Bo Gao
Topics & Concepts
Training (meteorology)ReinforcementField (mathematics)Reinforcement learningEngineeringAir source heat pumpsHeat pumpComputer scienceMeteorologyArtificial intelligenceMechanical engineeringStructural engineeringHeat exchangerPure mathematicsPhysicsMathematicsBuilding Energy and Comfort OptimizationRefrigeration and Air Conditioning TechnologiesEnergy Efficiency and Management