On flexible Statistical Process Control with Artificial Intelligence: Classification control charts

作者：

Highlights：

• New monitoring tool based on Statistical Process Control and Artificial Intelligence.

• Quality characteristic of interest is multiple categorical and latent.

• So-called class-chart is more robust and flexible than usual process monitoring tools.

• Ability to take control of future predictions.

摘要

•New monitoring tool based on Statistical Process Control and Artificial Intelligence.•Quality characteristic of interest is multiple categorical and latent.•So-called class-chart is more robust and flexible than usual process monitoring tools.•Ability to take control of future predictions.

论文关键词：Average run length,Classification data,Control chart,Machine Learning,Retail market

论文评审过程：Received 2 August 2020, Revised 26 December 2021, Accepted 31 December 2021, Available online 19 January 2022, Version of Record 21 January 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116492