New hybrid approach for short-term wind speed predictions based on preprocessing algorithm and optimization theory
Weicheng Hu, Qingshan Yang, Hua-Peng Chen, Ziting Yuan, Chen Li, Shuai Shao, Jian Zhang
Topics & Concepts
Wind speedData pre-processingWind powerAutoregressive modelArtificial neural networkBackpropagationComputer scienceAlgorithmData miningArtificial intelligenceEngineeringStatisticsMathematicsMeteorologyPhysicsElectrical engineeringEnergy Load and Power ForecastingWind Energy Research and DevelopmentWind and Air Flow Studies