A multivariate ultra-short-term wind speed forecasting model by employing multistage signal decomposition approaches and a deep learning network
Muhammad Sibtain, Hassan Bashir, Mohsin Nawaz, Salma Hameed, Muhammad Imran Azam, Xianshan Li, Tanveer Abbas, Snoober Saleem
Topics & Concepts
Extreme learning machinePartial autocorrelation functionWind speedSupport vector machineAutocorrelationHilbert–Huang transformArtificial neural networkMathematicsWind powerArtificial intelligenceComputer scienceStatisticsEnergy (signal processing)Time seriesAutoregressive integrated moving averageEngineeringMeteorologyGeographyElectrical engineeringEnergy Load and Power ForecastingWind Energy Research and DevelopmentSolar Radiation and Photovoltaics