A novel short-term wind speed prediction method based on hybrid statistical-artificial intelligence model with empirical wavelet transform and hyperparameter optimization
Qingshan Yang, Guoqing Huang, Tian Li, Yifan Xu, Jie Pan
Topics & Concepts
Hilbert–Huang transformHyperparameterWind speedAutoregressive integrated moving averageHyperparameter optimizationWavelet transformSupport vector machineAutoregressive modelComputer scienceWaveletArtificial intelligencePattern recognition (psychology)AlgorithmMathematicsMachine learningStatisticsTime seriesWhite noisePhysicsMeteorologyTelecommunicationsEnergy Load and Power ForecastingWind Energy Research and DevelopmentElectric Power System Optimization