A novel run rules based MEWMA scheme for monitoring general linear profiles. (February 2021)

• Record Type: Journal Article
• Authors: Yeganeh, Ali; Shadman, Alireza; Amiri, Amirhossein
• Is Part Of: Computers & industrial engineering. Volume 152(2021)
• Publication Date: 2021-02
• Subjects: Average Run Length (ARL) -- Control chart -- General linear profiles -- Phase II -- Profile monitoring -- Run rules scheme; Engineering -- Data processing -- Periodicals; Industrial engineering -- Periodicals; 620.00285
• DOI: 10.1016/j.cie.2020.107031
• Languages: English
• ISSNs: 0360-8352

Abstract

Highlights: Combination of novel run rules and MEWMA control chart. Proposing a framework for designing run rules scheme. Monitoring linear profiles in phase II. ARL performance evaluation of the proposed scheme. Comparing other common run rules with the proposed scheme. Abstract: Although enhancing the detection ability of control charts with run-rules scheme is very common, this approach received little attention in profile monitoring in which the quality of a process can be characterized by a relation between a response variable and one or more explanatory variables. In this paper, a new scheme based on a combination of multivariate exponentially weighted moving average control chart and novel run-rules is proposed to improve the performance of the procedures for monitoring simple linear profiles in Phase II. Moreover, the performance of the proposed scheme in monitoring polynomial profiles is also evaluated through simulation runs as well as a real application. The results demonstrate superior performance of the proposed scheme to the existing methods based on average run length criterion for monitoring linear profiles in Phase II especially for small and moderate shifts.