An ensemble framework based on multivariate statistical analysis for process monitoring

作者：

Highlights：

• A multivariate statistical analysis based ensemble monitoring framework is proposed.

• Multiple methods are automatically determined for ensemble.

• The complex characteristics of processes can be modeled by different models.

• Effectiveness and excellence are verified.

摘要

•A multivariate statistical analysis based ensemble monitoring framework is proposed.•Multiple methods are automatically determined for ensemble.•The complex characteristics of processes can be modeled by different models.•Effectiveness and excellence are verified.

论文关键词：Ensemble modeling framework,Multivariate statistical analysis,Process monitoring,Decision fusion

论文评审过程：Received 13 February 2022, Revised 1 May 2022, Accepted 31 May 2022, Available online 3 June 2022, Version of Record 7 June 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117732