Developing mixed EWMA-CUSUM and CUSUM-EWMA control charts based on MRSS and DRSS procedures

Document Type : Article

Authors

Department of Industrial Engineering, Shahed University, Tehran, Iran

Abstract

The mixed EWMA-CUSUM and CUSUM-EWMA control charts are among the control charts provided in recent years by combining two exponentially weighted moving average and cumulative sum charts for efficient monitoring of the process mean. In this paper, we extended these mixed control charts by using new median ranked set sampling and double ranked set sampling procedures. The performance of the proposed mixed control charts is evaluated through extensive Monte Carlo simulations in terms of average run length criterion and the results show the proposed charts outperform the similar charts for detecting different shifts in process mean. Furthermore, a real data-set is also presented for explaining the implementation of the proposed control charts.

Keywords

References

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Scientia Iranica
Volume 29, Issue 5
Transactions on Industrial Engineering (E)
September and October 2022
Pages 2756-2771

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History

  • Receive Date: 14 March 2020
  • Revise Date: 09 August 2020
  • Accept Date: 03 October 2020

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