TARU PUBLICATIONS
 Journal of Statistics and Management Systems cover
Open Access ·Peer-reviewed·ISSN (Online): 2169-0014·ISSN (Print): 0972-0510
Powered by:Powered by

The Journal of Statistics and Management Systems (JSMS) is a world leading journal publishing high quality, rigorously peer-reviewed original research on theoretical and applied statistics and management systems since 1998. The scope is intentionally broad, but papers must make a novel contribution to the field to be considered for publication. Topics include, but are not limited to, the following: • Statistics • Applied Statistics • Industrial Statistics • Statistical Inference • Interdisciplinary role of Statistics • Actuarial Sciences • Decision Sciences • Managerial Aspects • Management Sciences • Management Information Systems

Issues up to 2022 co-published with and available at:Taylor & Francis Online
submissions@tarupublications.com
Open Access Research Article

Quality investment and tolerance setting under the product inspection

* ,

* Corresponding author · click or hover a name for details

pp. 1343–1356Vol. 27Issue 7October 2024DOI: 10.47974/JSMS-1193XML
Received:
09 Nov 2022
Published Online:
30 Nov 2024
Article type:
Research Article
Language:
EN
Article no.:
JSMS-1193
Pages:
1343–1356

Abstract

This study considers the modified Shin et. al.’s [14] model with process control and tolerance. In the first phase, the process parameters setting model considers Taguchi’s quadratic quality loss and process cost of product for obtaining the original values of mean and standard deviation. Then the second phase, i.e., the tolerance setting model considers the process promotion with quality investment. The optimal tolerance can be also determined under the 100% inspection under the specified Cpkm  value and sampling inspection with specified Cpkm value and consumer’s risk, respectively. The numerical result are described for explanation. 

Keywords

Subject Classifications

60E05 Probability distributions: general theory

References

[1] C. H. Chen and C. Y. Chou, “The asymmetric specification limit and quality investment settings for rectifying inspection plan,” Journal of Information and Optimization Sciences, vol. 43, no. 2, pp. 323-330 (2022).
[2] J. M. Chen and J. C. Tsou, “An optimal design for process quality improvement: modeling and application,” Production Planning & Control, vol. 14, pp. 603-612 (2003).
[3] M. Eleftheriou and N. Farmakis, “Expected cost for continuous sampling plans,” Communications in Statistics—Theory and Methods, vol. 40, pp. 2969-2984 (2011).
[4] R. Ganeshan, S. Kulkarni, and T. Boone, “Production economics and process quality: a Taguchi perspective,” International Journal of Production Economics, vol. 71, pp. 343-350 (2001).
[5] H. Hazrati-Marangaloo and H. Shahriari, “A novel approach to simultaneous robust design of product parameters and tolerances using quality loss and multivariate ANOVA concepts,” Quality and Reliability Engineering International, vol. 33, pp. 71-85 (2017).
[6] J. D. Hong, S. H. Xu, and J. C. Hayya, “Process quality improvement and setup reduction in dynamic lot-sizing,” International Journal of Production Research vol. 31, pp. 2693-2708 (1993).
[7] A. Jeang, “Optimal parameter and tolerance design with a complete inspection plan,” International Journal of Advanced Manufacturing Technology, vol. 20, pp. 121-127 (2002).
[8] A. Jeang, “Robust computer-aided parameter and tolerance determination for an electronic circuit design,” International Journal of Production Research, vol. 41, pp. 883-895 (2003).
[9] A. Jeang, “Concurrent product and process parameters determination under deterioration process,” Applied Mathematics and Computation, vol. 219, pp. 9132-9141 (2013).
[10] A. Jeang and C. L. Chang, “Combined robust parameter and tolerance design using orthogonal arrays,” International Journal of Advanced Manufacturing Technology, vol. 19, pp. 442-447 (2002).
[11] A. Jeang and Y. Lin, “Product and process parameters determination for quality and cost,” International Journal of Systems Science, vol. 45, pp. 2042-2054 (2012).
[12] W. Li and C. J. Wu, “An integrated method of parameter design and tolerance design,” Quality Engineering, vol. 11, pp. 417-425 (1999).
[13] L. Shen, J. Yang, and Y. Zhao, “Simultaneous optimization of robust parameter and tolerance design based on generalized linear models,” Quality and Reliability Engineering International, vol. 98, pp. 1107-1115 (2012).
[14] S. Shin, P. Kongsuwon, and B. R. Cho, “Development of the parametric tolerance modeling and optimization schemes and cost-effective solutions,” European Journal of Operational Research, vol. 207, pp. 1728-1741 (2010).
[15] G. Taguchi, Introduction to Quality Engineering. Tokyo, Japan: Asian Productivity Organization (1986).
[16] J. C. Tsou, “Decision-making on quality investment in a dynamic lot sizing production system,” International Journal of Systems Science, vol. 37, pp. 463-475 (2006).

Views: 72Downloads: 3Citations: 0