A novel structure adaptive new information priority discrete grey prediction model and its application in renewable energy generation forecasting

•A novel accumulation generation operator is developed by weighting coefficient.•A novel structure adaptive new information priority grey model is proposed.•The robustness analysis of the new model is established.•Comparative study shows that new model is superior to other various grey models.