Data-driven heat pump operation strategy using rainbow deep reinforcement learning for significant reduction of electricity cost
Gwangwoo Han, Hong-Jin Joo, Hee-Won Lim, Youngsub An, Wang-Je Lee, Kyoungho Lee, Kyoungho Lee
Topics & Concepts
Reinforcement learningElectricityComputer scienceRenewable energySoftware deploymentCost reductionHeat pumpReduction (mathematics)Thermal energy storageEngineeringSimulationArtificial intelligenceElectrical engineeringMechanical engineeringOperating systemEcologyGeometryManagementMathematicsEconomicsHeat exchangerBiologySmart Grid Energy ManagementBuilding Energy and Comfort OptimizationHeat Transfer and Optimization