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A Design of Control Chart for Fraction Nonconforming Using Fuzzy Data  

김계완 (한양대학교 산업공학과)
서현수 (한양대학교 산업공학)
윤덕균 (한양대학교 산업공학과)
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Abstract
Using the p chart is not adequate in case that there are lots of data and it is difficult to divide into products conforming or nonconforming because of obscurity of binary classification. So we need to design a new control chart which represents obscure situation efficiently. This study deals with the method to performing arithmetic operation representing fuzzy data into fuzzy set by applying fuzzy set theory and designs a new control chart taking account of a concept of classification on the term set and membership function associated with term set.
Keywords
Fuzzy Set; Membership Function; Control Charts; Statistical Process Control;
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  • Reference
1 Hoadley, B., (1981), 'The Quality Measurement Plan(QMP)', The Bell System Technical Journal, Vol.60, pp. 215-273   DOI
2 Wang, J. H., and Raz, T. (1990), 'On the Construction of Control Chart Using Linguistic Variables', International Journal of Production Research, Vol. 28, No. 3, pp. 477-487   DOI
3 Wang, J. H. (1986), 'Application of Fuzzy Set Theory in Life Data Analysis', Unpublished Master Thesis, Department of Industrial and Management Engineering, University of Iowa
4 Williams, R. H., and Zigli, R. M(1987), 'Ambiguity Impedes Quality in the Service Industrial', Quality Progress, Vol. 20, pp. 14-17
5 Zadeh, L. A. (1965) 'Fuzzy Sets', Information and Control, Vol. 8, pp. 338-358
6 Marcucci, M., (1985), 'Monitoring Multinomial Process', Journal of Quality Technology, Vol.17, pp. 86-91   DOI
7 Duncan, A. J., (1985), 'Quality Control and Industrial Statistics', 5th edition, Homewood, IL : Irwin
8 Zadeh, L. A. (1980) 'Fuzzy Sets Versus Probability', Proceedings of the IEEE, Vol. 68, pp. 421
9 Michael Laviolette, John W. Seaman, Jr., J. Douglas Barrett and William H. Woodall., (1995), 'A Probabilistic and Statistical View of Fuzzy Method', Technometrics, August, Vol. 37, No. 3