Two-stage scenario generation of hydro-wind-solar complementary system based on improved variational autoencoder and generative adversarial networks model
Zhong-kai Feng, Xin Wang, Wenjing Niu, Jianbing Li, Jun Zhang, Tao Bai
Topics & Concepts
Computer scienceAutoencoderQuantileCopula (linguistics)Key (lock)Data miningSample (material)Mathematical optimizationWind powerCholesky decompositionBiddingCorrelation coefficientSet (abstract data type)Electricity generationProbabilistic logicArtificial intelligenceMachine learningCoherence (philosophical gambling strategy)AlgorithmSample size determinationDistributed generationMean squared errorGenerative grammarPrior probabilityMutual informationElectric power systemProbability distributionCovarianceGenerative modelMahalanobis distanceReliability (semiconductor)Wind Energy Research and DevelopmentEnergy Load and Power ForecastingIntegrated Energy Systems Optimization