본문 바로가기
KERD
논문KCI 등재

위치모수를 이용한 로버스트 x 관리도의 설계

Design of Robust x Control Chart Using a Location Parameter

2

조회

0

다운로드

1

인용

0

참고문헌

키워드

주제분류산업공학

초록

Control charts are generally used for process control, but the role of traditional control charts have been limited in case of a contaminated process. Traditional control charts have not been activated well for such a problem because of trying to control processes as center line and control limits changed by the contaminated value. This paper is to propose robust control charts which is considering a location parameter in order to respond to contaminated process. In this paper, we consider , that is trimmed rate; typically ten percent rate is used. By comparing with p, ARL value, the responding results are decided. The comparison resultant results of proposed two control charts are shown and are well contrasted.

Abstract

Control charts are generally used for process control, but the role of traditional control charts have been limited in case of a contaminated process. Traditional control charts have not been activated well for such a problem because of trying to control processes as center line and control limits changed by the contaminated value. This paper is to propose robust control charts which is considering a location parameter in order to respond to contaminated process. In this paper, we consider , that is trimmed rate; typically ten percent rate is used. By comparing with p, ARL value, the responding results are decided. The comparison resultant results of proposed two control charts are shown and are well contrasted.

참고문헌 (10)

  1. Jensen, W. A., "Effects of Parameter Estimation on Control Chart Properties : A Literature Review", Journal of Quality Technology, 38(4), pp.349~364 (2006)
  2. 정영배, "공정능력지수에 대한 비교와 적용", 산업경영시스템학회지, 30(4), pp.182~189 (2007), 한국산업경영시스템학회
  3. 김동혁, "경제적 손실을 고려한 기대손실 관리도의 설계", 산업경영시스템학회지, 36(2), pp.56~62 (2013), 한국산업경영시스템학회[DOI]
  4. Rocke, D.M., "Robust Control Charts", Technometrics, 31(2), pp.173~184 (1989)
  5. Schoonhoven, M., "Design and Analysis of Control Charts for Standard Deviation with Estimated Parameters", Journal of Quality Technology, 43(4), pp.307~333 (2011)
  6. Schoonhoven, M., "A Robust Standard Deviation Control Chart", Technometrics, 54(1), pp.73~82 (2012)
  7. Tatum, L.G., "Robust Estimation of the Process Standard Deviation for Control Charts", Technometrics, 39(2), pp.127~141 (1997)
  8. Tukey, J.W., "Extploratory Data Analysis" (1977), Addison-Wesley
  9. Wang, T., "On Weighted Randomly Trimmed Means", Journal of Systems Science and Complexity, 31(4), pp.376~386 (2007)
  10. Wu, C., "The Median Absolute Deviation and Their Applications to Shewhart Control Charts", Communications in Statistics-Simulation and Computation, 31(3), pp.425~442 (2002)

관련 논문AI추천

이 간행물의 다른 논문 (19건)