Journal of Korean Society for Quality Management (품질경영학회지)

Korean Society for Quality Management (한국품질경영학회)
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Response Surface Approach to Integrated Optimization Modeling for Parameter and Tolerance Design

반응표면분석법을 이용한 모수 및 공차설계 통합모형

  • Young Jin Kim (Department of Industrial Engineering, Pukyung National University)
  • Published : 2002.12.01
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Abstract

Since the inception of off-line quality control, it has drawn a particular attention from research community and it has been implemented in a wide variety of industries mainly due to its extensive applicability to numerous real situations. Emphasizing design issues rather than control issues related to manufacturing processes, off-line quality control has been recognized as a cost-effective approach to quality improvement. It mainly consists of three design stages: system design, parameter design, and tolerance design which are implemented in a sequential manner. Utilizing experimental designs and optimization techniques, off-line quality control is aimed at achieving product performance insensitive to external noises by reducing process variability. In spite of its conceptual soundness and practical significance, however, off-line quality control has also been criticized to a great extent due to its heuristic nature of investigation. In addition, it has also been pointed out that the process optimization procedures are inefficient. To enhance the current practice of off-line quality control, this study proposes an integrated optimization model by utilizing a well-established statistical tool, so called response surface methodology (RSM), and a tolerance - cost relationship.

Keywords

References

  1. Taguchi, G.(1985), Introduction to Quality Engineering, American Supplier Institute, Michigan
  2. Bisgaard, S. and Ankenman, B.(1995), 'Analytic Parameter Design', Quality Engineering, Vol. 8, No. 1, pp. 75-91 https://doi.org/10.1080/08982119508904606
  3. Chan, L.K. and Xiao, P.H.(1995), 'Combined Robust Design', Quality Engineering, Vol. 8, No. 1, pp. 47-56 https://doi.org/10.1080/08982119508904604
  4. Li, W. and Wu, C.F.J.(1999), 'An Integrated Method of Parameter Design and Tolerance Design', Quality Engineering, Vol. 11, No. 3, pp. 417-425 https://doi.org/10.1080/08982119908919258
  5. Box, G.E.P. and Draper, N.R.(1987), Empirical Model-Building and Response Surfaces, John Wiley & Sons, Inc., New York
  6. Khuri, A.I. and Cornell, J.A.(1987), Response Surfaces'. Designs and Anatyses, Marcel Dekker, Inc., New York
  7. Myers,R.H.and Montgomery D.C.(1995), Response Surface Methodology, John Wiley & Sons, New York
  8. Myers, R.H.(1999), 'Response Surface Methodology - Current Status and Future Directions', Journal of Quality Technology, Vol. 31, pp. 30-44 https://doi.org/10.1080/00224065.1999.11979891