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주성분 분석에 기초한 다변량 공정능력지수

A Multivariate Capability Index based on Principal Components Analysis

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  • URLhttps://db.koreascholar.com/Article/Detail/350393
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한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

Process capability indices, Cp, Cpk, Cpm, and Cpmk can be used to evaluate single quality characteristic. Recently, many of the multivariate capability indices have been developed to assess a part which has several correlated quality characteristics. Principal component analysis(PCA) can transform the correlated quality characteristics into the newly independent factors. The existing formula calculates the Mutivariate Process Capability Index using the geometrical average. But, the result value notably differs from the number of principle component. In this paper, We proposed a new multivariate capability using PCA & RSS.

목차
Abstract
 1. 서 론
 2. 가정 및 기호설명
 3. 다변량 공정능력지수
  3.1 주성분 분석
  3.2 기존의 MCp
  3.3 새로운 MC*p
 4. 모의실험 연구
  4.1 모의실험 설계
  4.2 모의실험 결과 분석
 5. 결론 및 향후 연구과제
 참고문헌
저자
  • 김성규(금오공과대학교 산업시스템공학과)
  • 이도경(금오공과대학교 산업시스템공학과)