Enhanced reinforcement learning-model predictive control for distributed energy systems: Overcoming local and global optimization limitations
Meng Hua, Huaijiang Bin, Fanyue Qian, Tingting Xu, Chaoliang Wang, Wei Liu, Yuting Yao, Yingjun Ruan
Topics & Concepts
Model predictive controlReinforcement learningComputer scienceMean absolute percentage errorControl theory (sociology)Mathematical optimizationOptimization problemRenewable energyControl (management)AlgorithmArtificial intelligenceEngineeringMathematicsArtificial neural networkElectrical engineeringSmart Grid Energy ManagementMicrogrid Control and OptimizationElectric Vehicles and Infrastructure