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A novel combined forecasting model based on neural networks, deep learning approaches, and multi-objective optimization for short-term wind speed forecasting

Jianzhou Wang, Yining An, Zhiwu Li, Haiyan Lu

2022Energy58 citationsDOI

Topics & Concepts

Wind speedArtificial neural networkData pre-processingWind powerPreprocessorWind power forecastingComputer scienceElectric power systemTerm (time)Renewable energyNoise (video)Data miningStability (learning theory)Power (physics)Artificial intelligenceEngineeringMachine learningMeteorologyPhysicsImage (mathematics)Electrical engineeringQuantum mechanicsEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics
A novel combined forecasting model based on neural networks, deep learning approaches, and multi-objective optimization for short-term wind speed forecasting | Litcius