Deep reinforcement learning based topology-aware voltage regulation of distribution networks with distributed energy storage
Yue Xiang, Yu Lu, Junyong Liu
Topics & Concepts
Reinforcement learningPartially observable Markov decision processVoltageComputer scienceTopology (electrical circuits)MaximizationNetwork topologyMarkov decision processCluster analysisMarkov chainMathematical optimizationControl theory (sociology)Distributed computingMarkov processArtificial intelligenceMarkov modelEngineeringControl (management)MathematicsMachine learningStatisticsOperating systemElectrical engineeringMicrogrid Control and OptimizationOptimal Power Flow DistributionSmart Grid Energy Management