New Capability Indices for Non Normal Processes

被引:6
|
作者
Grau, Daniel [1 ]
机构
[1] Univ Pau & Pays Adour, Lab Appl Math, CNRS, IUT Bayonne,UMR 5142, F-64100 Bayonne, France
关键词
Non normal populations; Process capabilities indices; Uncentered target;
D O I
10.1080/03610920903156839
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
When the distribution of one of the characteristics of a process is non normal, methods based on empirical percentiles suggest the use of several process capability indices (PCIs) which are similar to the usual Cp, Cpk, Cpm, and Cpmk indices. However most of these PCIs apply only to the case of symmetrical tolerances. To take into account the asymmetry of the tolerances as well as the asymmetry of the process distribution, new PCIs which improve the previous ones are proposed. In the end and in order to validate the method proposed here, we apply it to a real production case.
引用
收藏
页码:2913 / 2929
页数:17
相关论文
共 50 条
  • [1] New multivariate process capability indices for measuring the performance of multivariate processes subject to non-normal distributions
    Pan, Jeh-Nan
    Li, Chung-I
    Shih, Wei-Chen
    [J]. INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2016, 33 (01) : 42 - 61
  • [2] Capability indices for non-normal data
    McCormack, D.W. Jr.
    Harris, Ian R.
    Hurwitz, Arnon M.
    Spagon, Patrick D.
    [J]. Quality Engineering, 2000, 12 (04) : 489 - 495
  • [3] Capability indices for non-normal populations
    Chang, L.
    Chen, S. C.
    Hsieh, C. Y.
    [J]. JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2007, 10 (02): : 183 - 193
  • [4] Fuzzy Process Capability Indices Using Clements' Method for Non-Normal Processes
    Senvar, Ozlem
    Kahraman, Cengiz
    [J]. JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2014, 22 (1-2) : 95 - 121
  • [5] Type-2 fuzzy process capability indices for non-normal processes
    Senvar, Ozlem
    Kahraman, Cengiz
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (02) : 769 - 781
  • [6] An application of non-normal process capability indices
    Chen, KS
    Pearn, WL
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 1997, 13 (06) : 355 - 360
  • [7] Process Capability Indices and Non-normal Distributions
    Somerville, S. E.
    Montgomery, D. C.
    [J]. Quality Engineering, 1996, 9 (02)
  • [8] Non-normal Capability Indices for the Weibull and Lognormal Distributions
    Pina-Monarrez, Manuel R.
    Ortiz-Yanez, Jesus F.
    Rodriguez-Borbon, Manuel I.
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2016, 32 (04) : 1321 - 1329
  • [9] Bivariate process capability indices for non-normal distributions
    Garcia-Castellanos, JV
    Castagliola, P
    [J]. Tenth ISSAT International Conference on Reliability and Quality in Design, Proceedings, 2004, : 226 - 230
  • [10] Process capability indices dedicated to bivariate non normal distributions
    Castagliola, Philippe
    Castellanos, Jose-Victor
    [J]. JOURNAL OF QUALITY IN MAINTENANCE ENGINEERING, 2008, 14 (01) : 87 - +