A mixed control chart for monitoring failure times under accelerated hybrid censoring. Issue 1 (2nd January 2021)

• Record Type: Journal Article
• Authors: Aslam, Muhammad; Raza, Muhammad Ali; Sherwani, Rehan Ahmad Khan; Farooq, Muhammad; Jeong, Jun Yong; Jun, Chi-Hyuck
• Is Part Of: Journal of applied statistics. Volume 48:Issue 1(2021)
• Page Start: 138
• Page End: 153
• Publication Date: 2021-01-02
• Subjects: Mixed control chart -- attribute chart -- variable chart -- Weibull distribution -- accelerated hybrid censoring; Statistics -- Periodicals; 519.5
• DOI: 10.1080/02664763.2020.1713060
• Languages: English
• ISSNs: 0266-4763

Abstract

Abstract : In an accelerated hybrid censoring scheme several stress factors can be accelerated to make the products to respond to fail more quickly than under normal operating conditions. In such situations, the control charts available in the literature cover the attribute characteristics only to monitor the performance of the process over time. This study extends the idea by proposing an optimal mixed attribute-variable control chart for Weibull distribution under an accelerated hybrid censoring scheme keeping the advantages of both attribute and variable control charts. It first monitors the number of defectives under accelerated conditions and switches to the variable control chart to investigate the mean failure times when the process stability is dubious. The performance of the proposed chart is evaluated by using run-length characteristics, and the optimality of the design parameter is achieved by minimizing the out-of-control average run length. The simulation study depicted better performance of the proposed control chart than the traditional charts in detecting shifts in the process. A real-life application is also included.