Data-driven scenario generation of renewable energy production based on controllable generative adversarial networks with interpretability
Wei Dong, Xianqing Chen, Qiang Yang
Topics & Concepts
InterpretabilityRenewable energyComputer scienceElectricity generationEmbeddingMaximizationArtificial intelligenceMachine learningData miningMathematical optimizationPower (physics)EngineeringMathematicsPhysicsQuantum mechanicsElectrical engineeringEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationElectric Power System Optimization