Operation strategy optimization of combined cooling, heating, and power systems with energy storage and renewable energy based on deep reinforcement learning
Yingjun Ruan, Zhenyu Liang, Fanyue Qian, Meng Hua, Yuan Gao
Topics & Concepts
Reinforcement learningMathematical optimizationParticle swarm optimizationComputer scienceMarkov decision processRenewable energyBenchmark (surveying)Optimization problemEnergy storageEnergy managementPower (physics)Energy (signal processing)EngineeringArtificial intelligenceMarkov processMathematicsStatisticsGeodesyGeographyElectrical engineeringQuantum mechanicsPhysicsIntegrated Energy Systems OptimizationSmart Grid Energy ManagementMicrogrid Control and Optimization