Variable Sample Size EWMA Chart With Measurement Errors

Amirhossein Amiri | Zeynab Hassani | Philippe CASTAGLIOLA

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URL :   http://research.shahed.ac.ir/WSR/WebPages/Report/PaperView.aspx?PaperID=158805
Date :  2021/09/18
Publish in :    International Journal of Science and Technology, Scientia Iranica
DOI :  https://doi.org/ 10.24200/SCI.2019.52722.2856
Link :  http://dx.doi.org/ 10.24200/SCI.2019.52722.2856
Keywords :adaptive control charts; EWMA control charts; linear covariate error model; Markov chain approach; variable sample size

Abstract :

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The effect of measurement errors on adaptive Shewhart charts have been investigated by several researchers. However, the effect of measurement errors on the performance of variable sample size EWMA control charts has not so far been investigated. In this paper, the performance of the VSS EWMA chart in the presence of measurement errors is investigated using a linear covariate error model and a Markov chain method. It is shown that the performance of the VSS EWMA chart is significantly affected by the presence of measurement errors. The effect of taking multiple measurements for each item in a subgroup on the performance of the VSS EWMA chart is also investigated. Moreover, the performance of the VSS EWMA control chart is compared with several other control charts in the presence of measurement errors. At last, an illustrative example is presented to show the application of the VSS EWMA control chart with measurement errors.