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다구찌 품질손실개념에 의한 다특성치 품질손실함수 도출의 분석적 접근방법

An Analytical Approach to Derive the Quality Loss Function with Multi-characteristics by Taguchi’s Quality Loss Concept

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참고문헌

키워드

주제분류학제간연구

초록

Purpose: The main theme of this study is to derive a specific quality loss function with multiple characteristics according to the same analytical structure as the single characteristic quality loss function of Taguchi. In other words, it presents an analytical framework for measuring quality costs that can be controlled in practice. Methods: This study followed the analytical methodology through geometric, linear algebraic, and statistical approaches Results: The function suggested by this study is as follows;  Conclusion: This paper derived the quality loss function with multiple quality characteristics to expand the usefulness of the Taguchi quality loss function. The function derived in this paper would be more meaningful to estimate quality costs under the practical situation and general structure with multiple quality characteristics than the function by linear algebraic approach in response surface analysis.

Abstract

Purpose: The main theme of this study is to derive a specific quality loss function with multiple characteristics according to the same analytical structure as the single characteristic quality loss function of Taguchi. In other words, it presents an analytical framework for measuring quality costs that can be controlled in practice. Methods: This study followed the analytical methodology through geometric, linear algebraic, and statistical approaches Results: The function suggested by this study is as follows;  Conclusion: This paper derived the quality loss function with multiple quality characteristics to expand the usefulness of the Taguchi quality loss function. The function derived in this paper would be more meaningful to estimate quality costs under the practical situation and general structure with multiple quality characteristics than the function by linear algebraic approach in response surface analysis.

참고문헌 (25)

  1. 안남수, "다구찌 손실함수 개념을 응용한 국방품질스코어 적용 가능성에 대한 연구 : 군수품 사례 위주", 품질경영학회지, 41(3), pp.443~456 (2013), 한국품질경영학회[DOI]
  2. Albright, T. L., "The Management of Quality Costs: An Alternative Paradigm", Accounting Horizons, 6, pp.15~27 (1992)
  3. 정종희, "혼합물 반응표면분석에서 디자인 스페이스 구축을 위한 효율적인 실험계획", 품질경영학회지, 48(2), pp.269~282 (2020), 한국품질경영학회[DOI]
  4. 하광수, "반응표면분석법을 이용한 Lactobacillus paracasei SRCM201474의 생산배지 최적화", 생명과학회지, 30(6), pp.522~531 (2020), 한국생명과학회[DOI]
  5. 정인준, "다중반응표면 최적화를 위한 단변량 손실함수법: 대화식 절차 기반의 가중치 결정", 지식경영연구, 21(1), pp.27~40 (2020), 한국지식경영학회[DOI]
  6. 김경모, "기술적 설계제약을 고려한 강건설계법", 품질경영학회지, 35(4), pp.52~60 (2007), 한국품질경영학회
  7. Kim, M. W., "Estimating Hidden Quality Costs with Quality Loss Functions", Accounting Horizons, 8, pp.8~18 (1994)
  8. 김상익, "품질경영학회 50주년 특별호: 실험계획법 분야 연구 리뷰", 품질경영학회지, 44(2), pp.245~264 (2016), 한국품질경영학회[DOI]
  9. Kim, Sang-Ik, "A Performance Measure for Parameter Design with Several Quality Characteristics", Journal of the Korean Society Quality Management, 27(3), pp.67~78 (1999)
  10. Kim, Uk-Il, "Performance Measuure of Multiple Characteristics in Parameter Design", Journal of the Korean Society for Quality Control, 22(1), pp.122~132 (1994)
  11. 권오훈, "다구찌 방법을 이용한 신발 아웃솔 펠레타이징 기계 절단부의 강건설계", 품질경영학회지, 44(4), pp.935~950 (2016), 한국품질경영학회[DOI]
  12. Lim, Chae-Kwan, "The Measurement of Service Quality using the Taguchi Method", Journal of Korea Service Management Society, 1(1), pp.55~79 (2000)
  13. 이상복, "다양한 확률분포 하에서 다구찌 기법의 잡음인자 수준 정하는 기법", 품질경영학회지, 37(4), pp.10~15 (2009), 한국품질경영학회
  14. 이상복, "다구찌 기법과 요인실험의 실험 데이터의 산포 크기에 따라 결과 변화 고찰", 품질경영학회지, 41(1), pp.119~134 (2013), 한국품질경영학회[DOI]
  15. 이상복, "다구찌 기법을 적용한 강의만족도 향상 사례 연구", 품질경영학회지, 42(1), pp.63~70 (2014), 한국품질경영학회[DOI]
  16. 선상원, "반응표면분석법을 이용한 제진기의 목메임 방지 개선 및 레이크 최적화", 한국산학기술학회논문지, 21(3), pp.230~236 (2020), 한국산학기술학회[DOI]
  17. Sheikh Imran Ishrat, "Optimising Parameters for Expanded Polystyrene based Pod Production Using Taguchi Method", Mathematics, 7(847), pp.1~17 (2019)
  18. 심현수, "다구찌 기법을 활용한 반도체 연마 공정의 최적 설계수준 결정", 품질경영학회지, 45(2), pp.293~306 (2017), 한국품질경영학회[DOI]
  19. Taguchi, G., "Introduction to Quality Engineering: Designing Quality into Products and Processes" (1986), Asian Productivity Organization
  20. Taguchi, G., "System of Experimental Design" (1987), American Supplier Institute
  21. Taguchi, G., "Robust Quality", Harvard Business Review, pp.65~75 (1990)
  22. Tong, Seung-Hoon, "Parameter Design under Multiple Performance Characteristics", M.S., Dept. of Industrial Engineering, pp.1991
  23. Tuan-Ho Le, "A literature review on RSM-based robust parameter design (RPD): Experimental design, estimation modeling, and optimization methods", 품질경영학회지, 46(1), pp.39~74 (2018), 한국품질경영학회[DOI]
  24. Van-Dam Vu, "Multiresponse Optimization of Cutting Force and Cutting Power in Chopping Agricultural Residues Using Grey-Based Taguchi Method", Agriculture, 10(51), pp.1~10 (2020)
  25. 윤원영, "망소특성에서 잡음인자의 수준결정에 관한 소고", 품질경영학회지, 38(3), pp.408~412 (2010), 한국품질경영학회

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