A Novel CUSUM Median Control Chart

被引：0
|
作者：
Yang, Ling [1 ]
Pai, Suzanne [1 ]
Wang, Yuh-Rau [2 ]
机构：
[1] St Johns Univ, Dept Mkt & Logist Management, Taipei 251, Taiwan
[2] St Johns Univ, Dept Comp Sci & Informat Engn, Tamsui 251, Taiwan
来源：
INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III | 2010年
关键词：
control chart; cumulative sum; median; outliers; DESIGN;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This work presents a novel Cumulative Sum (CUSUM) median control chart. Based on experience, some processes occasionally have outliers. The mean control charts are sensitive to outliers, and the median control charts are outliers-resistant. In this paper, several mean control charts, the proposed CUSUM median control chart, and two median control charts are used for comparison. With various shifts of the process sample mean, the average run lengths of control charts are evaluated under some contaminated normal distributions. The simulation result reveals that the outlier-resistance of the CUSUM median chart performs best, and the shifts-detecting ability of the CUSUM median chart is similar to those of the EWMA median chart and the mean charts.
引用
收藏
页码：1707 / +
页数：2
相关论文
共 50 条
  • [21] A HEWMA-CUSUM control chart for the Weibull distribution
    Aslam, Muhammad
    Azam, Muhammad
    Jun, Chi-Hyuck
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 47 (24) : 5973 - 5985
  • [22] Conditional design of the CUSUM median chart for the process position when process parameters are unknown
    Hu, X. L.
    Castagliola, P.
    Tang, A. A.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2019, 89 (13) : 2468 - 2488
  • [23] Validation of CUSUM control chart for biofouling detection in heat exchangers
    Boullosa-Falces, David
    Angel Gomez-Solaetxe, Miguel
    Sanchez-Varela, Zaloa
    Garcia, Sergio
    Trueba, Alfredo
    APPLIED THERMAL ENGINEERING, 2019, 152 : 24 - 31
  • [24] A CUSUM control chart for monitoring the variance when parameters are estimated
    Castagliola, Philippe
    Maravelakis, Petros E.
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 141 (04) : 1463 - 1478
  • [25] Bayesian Estimation of the Change Point Using CUSUM Control Chart
    Dehghan Monfared M.E.
    Lak F.
    Sankhya B, 2017, 79 (1) : 94 - 111
  • [26] Bootstrap-based maximum multivariate CUSUM control chart
    Khusna, Hidayatul
    Mashuri, Muhammad
    Ahsan, Muhammad
    Suhartono, Suhartono
    Prastyo, Dedy Dwi
    QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2020, 17 (01): : 52 - 74
  • [27] Robust Tukey-CUSUM Control Chart for Process Monitoring
    Khaliq, Qurat-UL-Ain
    Riaz, Muhammad
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2016, 32 (03) : 933 - 948
  • [28] SENSITIVITY STUDY OF THE CUSUM CONTROL CHART WITH AN ECONOMIC-MODEL
    SIMPSON, JR
    KEATS, JB
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1995, 40 (01) : 1 - 19
  • [29] CUSUM quality control chart for monitoring energy use performance
    Puranik, Vinod. S.
    2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2007, : 1231 - 1235
  • [30] An Evaluation of the Crosier's CUSUM Control Chart with Estimated Parameters
    Hany, Maureen
    Mahmoud, Mahmoud A.
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2016, 32 (05) : 1825 - 1835
12345