economically designed Hotelling's T2 control chart using VSICL scheme

Alireza Faraz

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

The Hotelling's T2 control chart, is the most widely used multivariate procedure for two or more related quality characteristics, but it's power lacks the desired performance in detecting small to moderate shifts. Recently, the variable sampling intervals (VSI) control scheme in which the length of successive sampling intervals is determined upon the preceding T2 values has been proved to have a very good performance on detecting small to moderate shifts when it is compared to the original T2 control chart. Moreover, it has been shown that the VSI scheme is more economical than the classical one. This paper studies the economic consequences of a new control scheme named variable sampling intervals and control limits (VSICL) in that the sampling interval h and control limit k vary between minimum and maximum values while keeping the sample size fixed over time. We apply the cost model proposed by Costa and Rahim [8]. Furthermore, we assume that the length of time that the process remains in control is exponentially distributed which allows us to apply the Markov chain approach for developing the cost model. We apply genetic algorithm to determine the optimal values of model parameters by minimizing the cost function. Finally, both VSI and VSICL T2 control charts are compared with respect to the expected cost per unit time.

Original languageEnglish
Pages (from-to)251-264
Number of pages14
JournalARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
Volume35
Issue number2 D
Publication statusPublished - Nov 2010

Keywords

  • Control chart
  • Economic design
  • Genetic algorithm
  • Markov chain
  • Variable sampling intervals and control limits

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