An EWMA monitoring scheme with a single auxiliary variable for industrial processes

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

11 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Pages (from-to)1-10
Journal / PublicationComputers and Industrial Engineering
Volume114
Online published4 Oct 2017
Publication statusPublished - Dec 2017

Abstract

When using control charts to monitor manufacturing processes, Shewhart control chart is known to be useful for detecting transient shifts, while the EWMA and CUSUM charts are useful for detecting persistent shifts. The efficiency of EWMA chart in monitoring location parameter can be improved by using an auxiliary variable that is closely related to the variable of interest. In this paper, an EWMA-type scheme using ratio estimator is developed to further increase the effectiveness of the classical EWMA chart in monitoring the location parameter. The proposed procedure outperforms the classical EWMA and even the mixed EWMA-CUSUM chart, especially when there is a strong positive relationship between the variable of interest and the auxiliary variable. Finally, a real data set is used to show the implementation procedures of the proposed chart.

Research Area(s)

  • ARL, Auxiliary variable, Control chart, EWMA, Location parameter, Ratio-estimator