A two-sided SPRT control chart for process mean

被引:2
|
作者
Mahadik, Shashibhushan B. [1 ]
Godase, Dadasaheb G. [2 ]
机构
[1] Shivaji Univ, Dept Stat, Kolhapur, India
[2] New Coll, Dept Stat, Kolhapur, India
关键词
Parametric control chart; statistical process control; sequential probability ratio test; Markov chain;
D O I
10.1080/00949655.2023.2296928
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A two-sided sequential probability ratio test (SPRT) control chart for monitoring the mean of a normal process is proposed in this paper. Its mechanism is based on the SPRT for the mean of a normal distribution that is extended for a two-sided alternative. The exact statistical performance measures of this chart are obtained using a Markov chain approach. An approach to design the chart such that it has a specified in-control performance and the optimal out-of-control performance for detecting a mean shift of a particular size is provided. The statistical performance of this chart is numerically compared with that of various competing charts in the existing literature. It is found that the proposed chart outperforms all these charts for detecting a mean shift of any size. An example to illustrate the mechanism of the chart is provided.
引用
收藏
页码:1645 / 1657
页数:13
相关论文
共 50 条
  • [31] Economic selection of mean value for a Multiple-Product-Manufacturing-Process with two-sided specification limits
    Kwon, Hyuck Moo
    Hong, Sung Hoon
    Lee, Min Koo
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2007, 14 (04): : 348 - 354
  • [32] The two-sided triangle
    Sci. Comput., 2008, 6 (28-29):
  • [33] Two-sided approach
    Arianne Heinrichs
    Nature Reviews Molecular Cell Biology, 2006, 7 : 386 - 387
  • [34] A two-sided world
    Niogret, Hubert
    POSITIF, 2023, (743): : 40 - 40
  • [35] Two-sided issues
    Riegler, RL
    ELECTRONICS WORLD, 1997, (1729): : 83 - 83
  • [36] OWave control chart for monitoring the process mean
    Cohen, Achraf
    Tiplica, Teodor
    Kobi, Abdessamad
    CONTROL ENGINEERING PRACTICE, 2016, 54 : 223 - 230
  • [37] The 'Two-sided city'
    Dwyer, D
    DALHOUSIE REVIEW, 2004, 84 (01) : 54 - 55
  • [38] Two-Sided Markets
    King, Stephen P.
    AUSTRALIAN ECONOMIC REVIEW, 2013, 46 (02) : 247 - 258
  • [39] Two-Sided Ideals
    Abrams, Gene
    Ara, Pere
    Siles Molina, Mercedes
    LEAVITT PATH ALGEBRAS, 2017, 2191 : 33 - 102
  • [40] A new omnibus SPRT chart for monitoring process mean and variability based on the average number of observations to signal
    Teoh, J. W.
    Teoh, W. L.
    Hu, XueLong
    Tran, K. P.
    Godase, D. G.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2025, 95 (01) : 49 - 69