Journal of Korean Society for Quality Management (품질경영학회지)

Korean Society for Quality Management (한국품질경영학회)
권호 표지
DOI QR코드

DOI QR Code

Design of Screening Inspection Procedures Based on Guard Bands Considering Measurement Errors

측정오류를 고려한 가드밴드 기반 스크리닝 검사방식의 설계

  • Kim, Young Jin (Department of Systems Management and Engineering, Pukyong National University)
  • 김영진 (부경대학교 시스템경영공학부)
  • Received : 2013.11.26
  • Accepted : 2013.12.07
  • Published : 2013.12.31
Download PDF
⟨ Previous Next ⟩

Abstract

Purpose: The purpose of this study is to investigate the design optimization modeling of screening procedures based on the assessment of misclassification errors. Methods: Misclassification errors due to measurement variability are derived for normally distributed quality characteristics. Further, an optimization model for ensuring the level of outgoing quality is proposed and demonstrated through an illustrative example. Results: It is shown that two types of misclassification errors (i.e., false acceptance and false rejection) may be properly compromised through an analytical assessment of measurement errors and an optimization modeling. It is also discussed that a variety of optimization modeling may be enabled based on the derivation of measurement errors. Conclusion: It may be concluded that the design of screening inspection may further be facilitated by including the effect of measurement errors on the performance of screening inspection procedure.

Keywords

References

  1. Chandra, Jeya, and Schall, Susan. 1988. "The Use of Repeated Measurements to Reduce the Effect of Measurement Errors." IIE Transactions 20:83-7. https://doi.org/10.1080/07408178808966154
  2. Chen, Shieh-Liang, and Chung, Kun-Jen. 1996. "Selection of the Optimal Precision Level and Target Value for a Production Process: The Lower-Specification-Limit Case." IIE Transactions 28:979-85. https://doi.org/10.1080/15458830.1996.11770752
  3. Drezner, Zvi, and Wesolowsky, George O. 1990. "On the Computation of the Bivariate Normal Integral." Journal of Statistical Computation and Simulation 35:101-7. https://doi.org/10.1080/00949659008811236
  4. Grubbs, Frank A., and Coon, Helen J. 1954. "On Setting Test Limits Relative To Specification Limits." Industrial Quality Control 10:15-20.
  5. Hooke, Robert, and Jeeves, T. A. 1966. "Direct Search of Numerical and Statistical Problems." Journal of ACM 8:212-29.
  6. Jeong, Seong Hoon, Kongsuwan, Pauline, Truong, Nguyen Khoa Viet, and Shin, Sangmum. 2013. "Optimal Tolerance Design and Optimization for a Pharmaceutical Quality Characteristics." Mathematical Problems in Engineering. doi: 10.1155/2013/706962.
  7. Kim, Young Jin, Cho, Byung-Rae, and Kim, Nam Ki. 2007. "Economic Design of Inspection Procedures Using Guard Band When Measurement Errors Are Present." Applied Mathematical Modelling 31:805-16. https://doi.org/10.1016/j.apm.2005.12.008
  8. Lin, Chih-Young, Hong, Chien-Long, and Lai, Jiing-Yih. 1997. "Improvement of a Dimensional Measurement Process Using Taguchi Robust Designs." Quality Engineering 9:561-73. https://doi.org/10.1080/08982119708919078
  9. Mader, Douglas P., Prins, Jack, and Lampe, Rod E. 1999. "The Economic Impact of Measurement Error." Quality Engineering 11:563-74. https://doi.org/10.1080/08982119908919276
  10. Park, Young-Hyun. 1998. "A Study of Quality Costs in a Multicomponent and Low Volume Products Automated Manufacturing System." Quality Improvement Through Statistical Methods (ed. B. Abraham) 405-14.
  11. Rishi, Swanand. 2012. "Guard-Banding Methods - An Overview." Proceedings of AdMET 2012 (Paper No. UM001). London: UK.
  12. Tang, Kwei, and Schneider, Helmut. 1988. "Selection of the Optimal Inspection Precision Level for a Complete Inspection Plan." Journal of Quality Technology 20:153-6. https://doi.org/10.1080/00224065.1988.11979100