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Integrated three-stage decentralized scheduling for virtual power plants: A model-assisted multi-agent reinforcement learning method

Biao Xu, Wenpeng Luan, Jing Yang, Bochao Zhao, Chao Long, Qian Ai, Jiani Xiang

2024Applied Energy22 citationsDOI

Topics & Concepts

Reinforcement learningVirtual power plantMarkov decision processComputer scienceScheduling (production processes)Partially observable Markov decision processNews aggregatorBiddingDemand responseProcess (computing)Distributed computingMathematical optimizationOperations researchMarkov processEngineeringMarkov chainMarkov modelArtificial intelligenceMachine learningRenewable energyElectricityDistributed generationOperating systemStatisticsBusinessMarketingElectrical engineeringMathematicsSmart Grid Energy ManagementElectric Vehicles and InfrastructureMicrogrid Control and Optimization
Integrated three-stage decentralized scheduling for virtual power plants: A model-assisted multi-agent reinforcement learning method | Litcius