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Hybrid data-driven method for low-carbon economic energy management strategy in electricity-gas coupled energy systems based on transformer network and deep reinforcement learning

Bin Zhang, Weihao Hu, Xiao Xu, Zhenyuan Zhang, Zhe Chen

2023Energy37 citationsDOI

Topics & Concepts

Reinforcement learningElectricityTransformerComputer scienceEnergy managementBenchmark (surveying)Scheduling (production processes)Economic dispatchComputationElectric power systemMathematical optimizationArtificial intelligenceEngineeringEnergy (signal processing)Operations managementPower (physics)Electrical engineeringVoltagePhysicsMathematicsStatisticsGeographyGeodesyQuantum mechanicsAlgorithmIntegrated Energy Systems OptimizationSmart Grid Energy ManagementEnergy Load and Power Forecasting
Hybrid data-driven method for low-carbon economic energy management strategy in electricity-gas coupled energy systems based on transformer network and deep reinforcement learning | Litcius