Battery energy storage control using a reinforcement learning approach with cyclic time-dependent Markov process
Sara Abedi, Sang Won Yoon, Soongeol Kwon
Topics & Concepts
Reinforcement learningMarkov decision processQ-learningPhotovoltaic systemComputer scienceEnergy storageElectricityMarkov chainBattery (electricity)MicrogridScheduling (production processes)Markov processMathematical optimizationDemand responseEngineeringControl (management)Artificial intelligencePower (physics)Machine learningElectrical engineeringMathematicsPhysicsStatisticsQuantum mechanicsSmart Grid Energy ManagementElectric Vehicles and InfrastructureMicrogrid Control and Optimization