A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

•A multi-objective optimization algorithm is successfully developed.•Employ a data denoising strategy to process the raw wind speed sequence.•Propose a novel method of determining weight to combine all of individual models.•Design four experiments based on actual wind farms to examine the effectiven...

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