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공정능력지수에 대한 비교와 적용

Comparison and Application of Process Capability Indices

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주제분류산업공학

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Abstract

Process Capability indices(PCIs) have been widely used in manufacturing industries to provide a quantitative measure of process performance. PCIs have been developed to represent process capability more exactly. The traditional process capability indices Cp, Cpk, Cpm, Cpm+ have been used to characterize process performance on the basis of univariate quality characteristics. Cp, Cpk consider the process variation, Cpm considers both the process variation and the process deviation from target and Cpm+ considers economic loss for the process deviation from target In the previous studies, only one designated location on each part is measured. System process capability index even though in single process, multiple measurement locations on each part are required to calculate the reliable process capability. In manufacturing industry, there is growing interest in quantitative measures of process variation under multivariate quality characteristics. The multivariate process capability index incorporates both the process variation and the process deviation from target or considers expected loss caused by the process deviation from target. In this paper, we compare various process capability indices and propose the application method of PCIs.

참고문헌 (9)

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  3. 정영배, "기대손실을 이용한 다변량 공정능력지수", 28(4), pp.116~123 (2005)
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  5. Chan, "A New Measure of Process Capability:Cpm Journal of Quality Technology", pp.~175 (1988)
  6. Johnson, "The Relationship of Cpm to Squared Error Loss Journal of Quality Technology", pp.~215 (1992)
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  8. F. A, "Canadian Journal of Statistics", pp.~330 (1993)
  9. Shahriari, "A Multivariate Process Capability Vector ; Proceedings of the 4th Industrial Engineering Research Conference", pp.303~308 (1995), Nashvill

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