Physics-model-free heat-electricity energy management of multiple microgrids based on surrogate model-enabled multi-agent deep reinforcement learning
Sichen Li, Weihao Hu, Di Cao, Zhe Chen, Qi Huang, Frede Blaabjerg, Kaiji Liao
Topics & Concepts
Reinforcement learningComputer scienceEnergy managementSurrogate modelMarkov decision processMicrogridContext (archaeology)Artificial intelligenceEnergy management systemMachine learningIndustrial engineeringMathematical optimizationEnergy (signal processing)Markov processEngineeringControl (management)StatisticsPaleontologyMathematicsBiologyMicrogrid Control and OptimizationSmart Grid Energy ManagementOptimal Power Flow Distribution