A short-term wind speed prediction method utilizing novel hybrid deep learning algorithms to correct numerical weather forecasting
Yan Han, Lihua Mi, Lian Shen, C.S. Cai, Yuchen Liu, Kai Li, Guoji Xu
Topics & Concepts
Wind speedWeather Research and Forecasting ModelComputer scienceNumerical weather predictionHilbert–Huang transformAlgorithmArtificial neural networkWind powerMode (computer interface)Convolutional neural networkTime seriesArtificial intelligenceMeteorologyMachine learningEngineeringWhite noiseOperating systemPhysicsTelecommunicationsElectrical engineeringEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics