A novel two-stage forecasting model based on error factor and ensemble method for multi-step wind power forecasting

•A novel two-stage forecasting architecture is proposed for wind power forecasting.•Considering error factor in wind power forecasting to improve model’s performance.•A novel ensemble method is proposed in the proposed forecasting model.•The developed model can also perform better for wind power interval prediction.