Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement

A. Al-Ghazi; K. Al-Shareef; S. O. Duffuaa

doi:10.1109/IEEM.2007.4419384

Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement

A. Al-Ghazi, K. Al-Shareef, S. O. Duffuaa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

In this paper, Taguchi's quadratic loss function is incorporated in the economic design of the control chart. This is done by redefining the in-control and out-of-control costs using Taguchi's loss function in the general model for the economic design of x̄ -control charts developed by Banerjee and Rahim [1]. Both cases of increasing hazard rate (Weibull failure rate) and constant hazard rate (exponential distribution) will be presented and followed by numerical examples. Finally, sensitivity analysis is conducted to study the effect of important parameters on the cost. Suggestions for further research are also included.

Original language	English
Title of host publication	IEEM 2007
Subtitle of host publication	2007 IEEE International Conference on Industrial Engineering and Engineering Management
Pages	1209-1215
Number of pages	7
DOIs	https://doi.org/10.1109/IEEM.2007.4419384
State	Published - 2007

Publication series

Name	IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management

Keywords

Control charts
Costs
Modeling
Taguchi methods

ASJC Scopus subject areas

Strategy and Management
Industrial and Manufacturing Engineering

Access to Document

10.1109/IEEM.2007.4419384

Cite this

Al-Ghazi, A., Al-Shareef, K., & Duffuaa, S. O. (2007). Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement. In IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 1209-1215). Article 4419384 (IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management). https://doi.org/10.1109/IEEM.2007.4419384

Al-Ghazi, A. ; Al-Shareef, K. ; Duffuaa, S. O. / Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement. IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management. 2007. pp. 1209-1215 (IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management).

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keywords = "Control charts, Costs, Modeling, Taguchi methods",

author = "A. Al-Ghazi and K. Al-Shareef and Duffuaa, {S. O.}",

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Al-Ghazi, A, Al-Shareef, K & Duffuaa, SO 2007, Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement. in IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management., 4419384, IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1209-1215. https://doi.org/10.1109/IEEM.2007.4419384

Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement. / Al-Ghazi, A.; Al-Shareef, K.; Duffuaa, S. O.
IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management. 2007. p. 1209-1215 4419384 (IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - In this paper, Taguchi's quadratic loss function is incorporated in the economic design of the control chart. This is done by redefining the in-control and out-of-control costs using Taguchi's loss function in the general model for the economic design of x̄ -control charts developed by Banerjee and Rahim [1]. Both cases of increasing hazard rate (Weibull failure rate) and constant hazard rate (exponential distribution) will be presented and followed by numerical examples. Finally, sensitivity analysis is conducted to study the effect of important parameters on the cost. Suggestions for further research are also included.

AB - In this paper, Taguchi's quadratic loss function is incorporated in the economic design of the control chart. This is done by redefining the in-control and out-of-control costs using Taguchi's loss function in the general model for the economic design of x̄ -control charts developed by Banerjee and Rahim [1]. Both cases of increasing hazard rate (Weibull failure rate) and constant hazard rate (exponential distribution) will be presented and followed by numerical examples. Finally, sensitivity analysis is conducted to study the effect of important parameters on the cost. Suggestions for further research are also included.

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KW - Costs

KW - Modeling

KW - Taguchi methods

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SN - 9781424415298

T3 - IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management

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BT - IEEM 2007

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Al-Ghazi A, Al-Shareef K , Duffuaa SO. Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement. In IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management. 2007. p. 1209-1215. 4419384. (IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management). doi: 10.1109/IEEM.2007.4419384

Integration of Taguchi's loss function in the economic design of x̄-control charts with increasing failure rate and early replacement

Abstract

Publication series

Keywords

ASJC Scopus subject areas

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