A double sampling multivariate T2 control chart with variable sample size and variable sampling interval

被引:15
作者
Katebi, Mehdi [1 ]
Moghadam, M. Bameni [1 ]
机构
[1] Allameh Tabatabai Univ, Dept Stat, Beheshty Ave,Ghasir St, Tehran, Iran
关键词
Double sampling; Variable sample size; Variable sampling interval; Adjusted average time to signal; Markov chain; (X)OVER-BAR; DESIGN; NONNORMALITY;
D O I
10.1080/03610918.2020.1716246
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
This paper presents an adaptive T-2 control chart for monitoring shifts in the mean vector of a multivariate normally distributed process. This chart which combines the double sampling, variable sample size and variable sampling interval features, called the DSVSSI T-2 chart and uses three different sample sizes, two different sampling intervals, two warning limits and two different control limits. A Markov chain approach is employed to compute the statistical performance measures. The proposed chart is compared with the existing standard T-2 and other adaptive multivariate T-2 charts. In all cases, the DSVSSI T-2 chart is quicker at detecting small to moderate shifts in the mean vector. An example is provided to illustrate the construction and implementation of the DSVSSI T-2 chart. Finally, some concluding remarks are given.
引用
收藏
页码:3578 / 3595
页数:18
相关论文
共 50 条
[21]   A combined adaptive double sampling and variable sampling interval control chart for monitoring three-level products [J].
Mehdi Katebi, M. S. ;
Rahim, Abdur .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2024, 53 (19) :7031-7053
[22]   Economic-statistical Design of NP Control Chart with Variable Sample Size and Sampling Interval [J].
Fallahnezhad, M. S. ;
Shojaie-Navokh, M. ;
Zare-Mehrjerdi, Y. .
INTERNATIONAL JOURNAL OF ENGINEERING, 2018, 31 (04) :629-639
[23]   On the advantages of economically designed variable sample sizes and sampling intervals T2 control chart: double warning lines scheme [J].
Alireza Faraz ;
R. B. Kazemzadeh ;
M. B. Moghadam ;
Ahmad Parsian .
Quality & Quantity, 2012, 46 :1323-1336
[24]   On the advantages of economically designed variable sample sizes and sampling intervals T2 control chart: double warning lines scheme [J].
Faraz, Alireza ;
Kazemzadeh, R. B. ;
Moghadam, M. B. ;
Parsian, Ahmad .
QUALITY & QUANTITY, 2012, 46 (04) :1323-1336
[25]   A new variable sample size control chart using MDS sampling [J].
Aslam, Muhammad ;
Arif, Osama H. ;
Jun, Chi-Hyuck .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2016, 86 (18) :3620-3628
[26]   STUDY ON VARIABLE SAMPLE SIZE AND SAMPLING INTERVALS Q CONTROL CHART [J].
Guo, Yanli ;
Zhao, Qing ;
Ma, Chunrong ;
Li, Zengwei .
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, :332-337
[27]   Multivariate triple sampling Hotelling's T2 control chart [J].
Saha, Sajal ;
Khoo, Michael B. C. ;
Chatterjee, Kashinath ;
Godase, Dadasaheb G. .
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2025,
[28]   A combined variable sampling interval and double sampling control chart with auxiliary information for the process mean [J].
Umar, Adamu A. ;
Khoo, Michael B. C. ;
Saha, Sajal ;
Haq, Abdul .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2020, 42 (06) :1151-1165
[29]   A variable sample size and sampling interval control chart for monitoring the process mean using auxiliary information [J].
Saha, Sajal ;
Khoo, Michael B. C. ;
Lee, Ming Ha ;
Haq, Abdul .
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2019, 16 (04) :389-406
[30]   On the advantages of economically designed the Hotelling's T2 control chart with variable sample sizes and sampling intervals [J].
Faraz, Alireza ;
Kazemzadeh, R. B. ;
Parsian, Ahmad ;
Moghadam, M. B. .
QUALITY & QUANTITY, 2012, 46 (01) :39-53