Hybrid wind speed forecasting model based on multivariate data secondary decomposition approach and deep learning algorithm with attention mechanism
Shuai Zhang, Yong Chen, Jiuhong Xiao, Wenyu Zhang, Ruijun Feng
Topics & Concepts
Wind speedHilbert–Huang transformComputer scienceSingular spectrum analysisTime seriesMultivariate statisticsWind powerDeep learningArtificial intelligenceMode (computer interface)AlgorithmNoise (video)Convolutional neural networkArtificial neural networkMachine learningSingular value decompositionEngineeringWhite noiseMeteorologyOperating systemImage (mathematics)PhysicsElectrical engineeringTelecommunicationsEnergy Load and Power ForecastingGrey System Theory ApplicationsMachine Fault Diagnosis Techniques