Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
Sinvaldo Rodrigues Moreno, Laio Oriel Seman, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani
Topics & Concepts
Singular spectrum analysisRenewable energyWind powerDecompositionAutoregressive modelWind speedScheduling (production processes)Autoregressive integrated moving averageElectricityComputer scienceMode (computer interface)Hilbert–Huang transformElectricity marketTime seriesMeteorologyEngineeringMathematical optimizationEnergy (signal processing)Singular value decompositionArtificial intelligenceEconometricsMachine learningMathematicsStatisticsGeographyBiologyOperating systemEcologyElectrical engineeringEnergy Load and Power ForecastingElectric Power System OptimizationGrey System Theory Applications