Litcius/Paper detail

A novel forecasting based scheduling method for household energy management system based on deep reinforcement learning

Mifeng Ren, Xiangfei Liu, Zhile Yang, Jianhua Zhang, Yuanjun Guo, Yanbing Jia

2021Sustainable Cities and Society71 citationsDOI

Topics & Concepts

HVACReinforcement learningComputer scienceAir conditioningDemand responseScheduling (production processes)Energy managementArtificial intelligenceOperations researchSimulationEnergy (signal processing)EngineeringOperations managementElectricityMathematicsStatisticsElectrical engineeringMechanical engineeringSmart Grid Energy ManagementBuilding Energy and Comfort OptimizationEnergy Load and Power Forecasting
A novel forecasting based scheduling method for household energy management system based on deep reinforcement learning | Litcius