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

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MOHAMMADKHANI A.; AMIRI A.

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Journal Paper

Paper Information

Journal: Scientia Iranica Year:2022 | Volume:29 | Issue:5 (Transactions E: Industrial Engineering) Page(s): 2756-2771

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Information Journal Paper

Title

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

Author(s)

MOHAMMADKHANI A. | AMIRI A. | Issue Writer Certificate

Keywords

Average Run Length (ARL)

Exponentially Weighted Moving Average (EWMA) Cumulative Sum (CUSUM)

Double Ranked Set Sampling (DRSS)

Median Ranked Set Sampling (MRSS)

Statistical Process Monitoring (SPM)

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 (EWMA) and Cumulative Sum (CUSUM) charts for efficient monitoring of the process mean. In this paper, these mixed control charts are extended 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. The results demonstrate that the proposed charts outperform similar ones in detecting different shifts in the process mean. Furthermore, a real dataset is also presented for explaining the implementation of the proposed control charts.

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APA: Copy

MOHAMMADKHANI, A., & AMIRI, A.. (2022). Developing mixed EWMA-CUSUM and CUSUM-EWMA control charts based on MRSS and DRSS procedures. SCIENTIA IRANICA, 29(5 (Transactions E: Industrial Engineering)), 2756-2771. SID. https://sid.ir/paper/1050377/en

Vancouver: Copy

MOHAMMADKHANI A., AMIRI A.. Developing mixed EWMA-CUSUM and CUSUM-EWMA control charts based on MRSS and DRSS procedures. SCIENTIA IRANICA[Internet]. 2022;29(5 (Transactions E: Industrial Engineering)):2756-2771. Available from: https://sid.ir/paper/1050377/en

IEEE: Copy

A. MOHAMMADKHANI, and A. AMIRI, “Developing mixed EWMA-CUSUM and CUSUM-EWMA control charts based on MRSS and DRSS procedures,” SCIENTIA IRANICA, vol. 29, no. 5 (Transactions E: Industrial Engineering), pp. 2756–2771, 2022, [Online]. Available: https://sid.ir/paper/1050377/en

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