Litcius/Paper detail

Real-time energy purchase optimization for a storage-integrated photovoltaic system by deep reinforcement learning

Waldemar Kołodziejczyk, Izabela Żółtowska, Paweł Cichosz

2020Control Engineering Practice56 citationsDOI

Topics & Concepts

MicrogridReinforcement learningComputer sciencePhotovoltaic systemHeuristicsEnergy storageStability (learning theory)ElectricityGridArtificial neural networkComputer data storageMathematical optimizationArtificial intelligenceMachine learningEngineeringControl (management)Power (physics)Electrical engineeringPhysicsMathematicsGeometryQuantum mechanicsOperating systemSmart Grid Energy ManagementMicrogrid Control and OptimizationElectric Vehicles and Infrastructure