Design and research of hybrid forecasting system for wind speed point forecasting and fuzzy interval forecasting

作者：

Highlights：

• The point forecasting is based on data preprocessing model and combined model.

• An excellent multi-objective evolutionary calculation method (MONNIA) is used.

• Fuzzy interval forecasting can give the upper and lower of wind speed effectively.

• A scientific evaluation was carried out in this forecasting system.

摘要

•The point forecasting is based on data preprocessing model and combined model.•An excellent multi-objective evolutionary calculation method (MONNIA) is used.•Fuzzy interval forecasting can give the upper and lower of wind speed effectively.•A scientific evaluation was carried out in this forecasting system.

论文关键词：Interval forecasting,Point forecasting,Combined model,Wind speed

论文评审过程：Received 2 March 2022, Revised 29 June 2022, Accepted 1 August 2022, Available online 6 August 2022, Version of Record 9 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118384