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Multivariate Process Capability Index Using Inverted Normal Loss Function
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역정규 손실함수를 이용한 다변량 공정능력지수

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Type
Academic journal
Author
Journal
한국산업경영시스템학회 산업경영시스템학회지 산업경영시스템학회지 제41권 제2호 KCI Accredited Journals
Published
2018.1
Pages
174 - 183 (10page)

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Multivariate Process Capability Index Using Inverted Normal Loss Function
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Research history (2)

2019

Development of Multivariate Inverted Normal Process Capability Index
문혜진 산업경영공학과 2019.01 Thesis

2018

Multivariate Process Capability Index Using Inverted Normal Loss Function
문혜진 ,  Youngbae Chung 산업경영시스템학회지 2018.01 Academic journal
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Abstract· Keywords

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In the industrial fields, the process capability index has been using to evaluate the variation of quality in the process. The traditional process capability indices such as Cp, Cpk, Cpm and C+pm have been applied in the industrial fields. These traditional process capability indices are mainly applied in the univariate analysis. However, the main streams in the recent industry are the multivariate manufacturing process and the multiple quality characteristics are corrected each other. Therefore, the multivariate statistical method should be used in the process capability analysis. The multivariate process indices need to be enhanced with more useful information and extensive application in the recent industrial fields. Hence, the purpose of the study is to develop a more effective multivariate process index (MCpI) using the multivariate inverted normal loss function. The multivariate inverted normal loss function has the flexibility for the any type of the symmetrical and asymmetrical loss functions as well as the economic information. Especially, the proposed modeling method for the multivariate inverted normal loss function (MINLF) and the expected loss from MINLF in this paper can be applied to the any type of the symmetrical and asymmetrical loss functions. And this modeling method can be easily expanded from a bivariate case to a multivariate case.

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References (14)

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Boyles, R.A. / 1991 / The Taguchi Capability index / Journal of Quality Technology 23(1):17~26 Crossref Chan, L.K. / 1988 / A New Measure of Process Capability : Cpm / Journal of Quality Technology 20(3):162~175 Crossref 정영배 / 2007 / 공정능력지수에 대한 비교와 적용 / 산업경영시스템학회지 30(4):182~189 dbpia 정영배 / 2002 / 역정규 손실함수를 이용한 공정능력지수에 관한 연구 / 품질경영학회지 30(3):5~78 dbpia 정영배 / 2005 / 기대손실을 이용한 다변량 공정능력지수 / 산업경영시스템학회지 28(4):116~123 dbpia

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