Optimal energy storage system control using a Markovian degradation model—Reinforcement learning approach
Jaemin Park, Taehyeon Kwon, Min Kyu Sim
Topics & Concepts
Reinforcement learningMarkov decision processBattery (electricity)Computer scienceMarkov processDegradation (telecommunications)Energy storageElectricityMathematical optimizationProcess (computing)Markov chainReliability engineeringEngineeringPower (physics)Artificial intelligenceMachine learningMathematicsElectrical engineeringStatisticsPhysicsTelecommunicationsQuantum mechanicsOperating systemMicrogrid Control and OptimizationAdvanced Battery Technologies ResearchElectric Vehicles and Infrastructure