A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

•A combined model based on advanced optimization algorithm is successfully proposed.•Design three experiments from the real wind farm to verify the effectiveness.•The proposed combined model can enhance the forecasting accuracy significantly.•Experiments demonstrate the availability and reliability...

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