A new approach to detecting the process changes for multistage systems
作者：
Highlights：
• We provide a new approach to detecting the process changes for multistage systems.
• The new multistage residual control charts are based on multiple regression models.
• The proposed charts are suitable for monitoring the autocorrelated processes.
• The proposed charts can improve the detecting ability in the Phase II monitoring.
• A numerical example further demonstrate the usefulness of our proposed charts.
摘要
•We provide a new approach to detecting the process changes for multistage systems.•The new multistage residual control charts are based on multiple regression models.•The proposed charts are suitable for monitoring the autocorrelated processes.•The proposed charts can improve the detecting ability in the Phase II monitoring.•A numerical example further demonstrate the usefulness of our proposed charts.
论文关键词：Multistage manufacturing system,Residual EWMA control chart,Residual CUSUM control chart,Overall run length,Phase II monitoring
论文评审过程：Received 13 January 2016, Revised 18 April 2016, Accepted 16 June 2016, Available online 17 June 2016, Version of Record 24 June 2016.
论文官网地址：https://doi.org/10.1016/j.eswa.2016.06.037
