A data-driven DRL-based home energy management system optimization framework considering uncertain household parameters
Kezheng Ren, Jun Liu, Zeyang Wu, Xinglei Liu, Yongxin Nie, Haitao Xu
Topics & Concepts
Computer scienceElectricityDemand responseEnergy managementEnergy management systemMathematical optimizationReinforcement learningPhotovoltaic systemSmart gridElectricity generationOperations researchEnergy (signal processing)EngineeringPower (physics)Artificial intelligenceMathematicsElectrical engineeringQuantum mechanicsStatisticsPhysicsSmart Grid Energy ManagementBuilding Energy and Comfort OptimizationEnergy Load and Power Forecasting