Statistical design of phase II exponential chart with estimated parameters under the unconditional and conditional perspectives using exact distribution of median run length. Issue 1 (2nd January 2022)

• Record Type: Journal Article
• Authors: Kumar, Nirpeksh
• Is Part Of: Quality technology & quantitative management. Volume 19:Issue 1(2022)
• Page Start: 1
• Page End: 18
• Publication Date: 2022-01-02
• Subjects: Control chart -- high-yield processes -- in-control and out-of-control performances -- quantiles of run length -- time between events; Quality control -- Periodicals; Quality control -- Statistical methods -- Periodicals; Industrial management -- Periodicals; Industrial management; Management -- Research -- Methodology -- Periodicals; Qualitative research -- Periodicals; Management; Quality control; Quality control -- Statistical methods; Periodicals; 658.00721
• DOI: 10.1080/16843703.2021.1972515
• Languages: English
• ISSNs: 1684-3703

Abstract

ABSTRACT: In this paper, we consider the q -quantiles of the conditional run length (CRL) distribution to design and evaluate the phase II exponential chart instead of the widely used metric, the average of CRL. The unconditional and conditional perspectives of the performance evaluation are considered to adjust the control limits of the phase II exponential chart based on the in-control (IC) q -quantiles of CRL (denoted by C Q R L q ) distribution. Under the unconditional approach, the mean of the IC C Q R L q is set equal to some pre-specified value, say Q R L 0 of the q -quantile of run length (QRL) whereas under the conditional perspective, the control limits are adjusted so that that the IC C Q R L q meets or exceeds the nominal Q R L 0 value with a high probability. The charts under both perspectives are designed so that they are QRL-unbiased for a nominal Q R L 0 value. The IC and out-of-control (OOC) performance studies of the proposed charts are carried out based on the most promising quantile i.e. median run length (MRL). The study shows that the MRL-unbiased exponential chart under the conditional perspective has a better IC performance.