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Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning

Chenyu Guo, Xin Wang, Yihui Zheng, Feng Zhang

2021Energy265 citationsDOI

Topics & Concepts

Reinforcement learningMicrogridMarkov decision processOriginal equipment manufacturerScheduleComputer scienceEnergy managementDynamic programmingComputationMathematical optimizationEnergy management systemHeuristicProcess (computing)Optimal controlRenewable energyMarkov processControl (management)EngineeringArtificial intelligenceEnergy (signal processing)AlgorithmMathematicsStatisticsElectrical engineeringOperating systemSmart Grid Energy ManagementMicrogrid Control and OptimizationOptimal Power Flow Distribution
Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning | Litcius