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적응형 관리도의 설계에 대한 비교연구

A Comparative Study on the Design of Adaptive Control Charts

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참고문헌

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주제분류학제간연구

초록

During the past two decades, a huge amount of research on adaptive control charts has been accomplished. Especially, variable sampling interval (VSI), variable sample size (VSS), and variable sample size and sampling interval (VSSI) charts have been focused by many researchers due to their simplicity and efficiency. On the other hand, the difference among notations, assumptions, methodologies may cause confusions in performing further studies or practical implementations. This research analyses and compares diverse models so as to provide a unified view on statistical and economical characteristics. As a result, we perform comparative study on economical design models of VSI, VSS, and VSSI charts, respectively. We also present practical guidelines to utilize those adaptive control charts.

Abstract

During the past two decades, a huge amount of research on adaptive control charts has been accomplished. Especially, variable sampling interval (VSI), variable sample size (VSS), and variable sample size and sampling interval (VSSI) charts have been focused by many researchers due to their simplicity and efficiency. On the other hand, the difference among notations, assumptions, methodologies may cause confusions in performing further studies or practical implementations. This research analyses and compares diverse models so as to provide a unified view on statistical and economical characteristics. As a result, we perform comparative study on economical design models of VSI, VSS, and VSSI charts, respectively. We also present practical guidelines to utilize those adaptive control charts.

참고문헌 (12)

  1. Bai, D.S., "An Economic Design of Variable Sampling Interval Control Charts", International Journal of Production Economics, 54, pp.57~64 (1998)
  2. Costa, A.F.B., "X Charts with Variable Sample Size", Journal of Quality Technology, 21(3), pp.155~163 (1994)
  3. Costa, A.F.B., "X Charts with Variable Sample Size and Sampling Intervals", Journal of Quality Technology, 29(2), pp.197~204 (1997)
  4. Costa A.F.B., "Economic Design of X Charts with Variable Parameters : the Markov Chain Approach", Journal of Applied Statistics, 28(7), pp.875~885 (2001)
  5. Das T.K., "Economic Design of Dual-Sampling-Interval Policies for X Charts with and without Run Rules", IIE. Transactions, 29, pp.497~506 (1997)
  6. Duncan, A.J., "The Economic Design of X Charts Used to Maintain Current Control of a Process", Journal of the American Statistical Association, 51(274), pp.228~242 (1956)
  7. Lorenzen, T.J., "The Economic Design of Control Charts: a Unified Approach", Technometrics, 28(3), pp.3~10 (1986)
  8. Prabhu, S.S., "X Chart with Adaptive Sample Sizes", Interna- tional Journal of Production Research, 31, pp.2895~2909 (1993)
  9. Prabhu, S.S., "A Combined Adaptive Sample Size and Sampling Interval X Control Scheme", Journal of Quality Technology, 26(3), pp.164~176 (1994)
  10. Prabhu, S.S., "Economic- Statistical Design of an Adaptive X Chart", International Journal of Production Economics, 49(1), pp.1~15 (1997)
  11. Reynolds, M.R., "X Charts with Variable Sampling Intervals", Technometrics, 30(2), pp.181~192 (1988)
  12. Tagaras, G., "A Survey of Recent Develop- ments in the Design of Adaptive Control Charts", Journal of Quality Technology, 30(3), pp.212~231 (1998)

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