A forecasting system for deterministic and uncertain prediction of air pollution data

作者：

Highlights：

• A combined model for forecasting different air pollutant is proposed.

• An improved version of run-length judgment reconstruction method is developed.

• The combined model outperforms multiple models significantly.

摘要

•A combined model for forecasting different air pollutant is proposed.•An improved version of run-length judgment reconstruction method is developed.•The combined model outperforms multiple models significantly.

论文关键词：Air quality forecasting,Decomposition algorithm,Reconstruction method,Combined forecasts,Uncertain prediction

论文评审过程：Received 4 January 2022, Revised 29 June 2022, Accepted 7 July 2022, Available online 15 July 2022, Version of Record 16 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118123