A wind speed interval prediction system based on multi-objective optimization for machine learning method

•Novel wind speed interval forecasting approach in multi-objective formulation introduced.•Hybrid framework building on data feature selection method.•Simultaneously the lower and upper bounds of the prediction intervals of future wind speed time series constructed.•The best compromise solution sele...

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