Distribution-Free CUSUM-Type Control Charts for Monitoring Industrial Processes: An Overview

被引:4
作者
Triantafyllou, Ioannis S. [1 ]
Ram, Mangey [2 ]
机构
[1] Univ Thessaly, Dept Comp Sci & Biomed Informat, Lamia 35131, Greece
[2] Graph Era Deemed Univ, Dept Math Comp Sci & Engn, Dehra Dun 248002, Uttarakhand, India
关键词
Distribution-free statistical methods; Rank-based procedures; Nonparametric statistical process control; Cumulative sum control charts; Sign statistics; NONPARAMETRIC CONTROL CHARTS; WEIGHTED MOVING AVERAGE; LOCATION; VARIABLES; VARIANCE; DESIGN;
D O I
10.33889/IJMEMS.2021.6.4.058
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the present paper we provide an up-to-date overview of nonparametric Cumulative Sum (CUSUM) monitoring schemes. Due to their nonparametric nature, such memory-type schemes are proved to be very useful for monitoring industrial processes, where the output does not match to a particular distributional model. Several fundamental contributions on the topic are mentioned, while recent advances are also presented in some detail. In addition, some practical applications of the nonparametric CUSUM-type control charts are highlighted, in order to emphasize their crucial role in the contemporary online Statistical Process Control.
引用
收藏
页码:975 / 1008
页数:34
相关论文
共 99 条
[1]   A mixed HWMA-CUSUM mean chart with an application to manufacturing process [J].
Abid, Muhammad ;
Mei, Sun ;
Nazir, Hafiz Zafar ;
Riaz, Muhammad ;
Hussain, Shahid .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2021, 37 (02) :618-631
[2]   On designing a new cumulative sum Wilcoxon signed rank chart for monitoring process location [J].
Abid, Muhammad ;
Nazir, Hafiz Zafar ;
Tahir, Muhammad ;
Riaz, Muhammad .
PLOS ONE, 2018, 13 (04)
[3]   Investigating the Impact of Ranked Set Sampling in Nonparametric CUSUM Control Charts [J].
Abid, Muhammad ;
Nazir, Hafiz Zafar ;
Riaz, Muhammad ;
Lin, Zhengyan .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2017, 33 (01) :203-214
[4]   Quality control chart for the mean using double ranked set sampling [J].
Abujiya, MR ;
Muttlak, HA .
JOURNAL OF APPLIED STATISTICS, 2004, 31 (10) :1185-1201
[5]   A mixed GWMA-CUSUM control chart for monitoring the process mean [J].
Ali, Rizwan ;
Haq, Abdul .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 47 (15) :3779-3801
[6]   NONPARAMETRIC QUALITY-CONTROL CHARTS BASED ON THE SIGN STATISTIC [J].
AMIN, RW ;
REYNOLDS, MR ;
BAKIR, S .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1995, 24 (06) :1597-1623
[7]  
[Anonymous], 2017, TOTAL QUAL MANAG BUS, DOI DOI 10.1080/14783363.2015.1134266
[8]   Sign control chart based on ranked set sampling [J].
Asghari, Samaneh ;
Gildeh, Bahram Sadeghpour ;
Ahmadi, Jafar ;
Borzadaran, Golamreza Mohtashami .
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2018, 15 (05) :568-588
[9]  
BAGSHAW M, 1975, J ROY STAT SOC B MET, V37, P413
[10]   NONPARAMETRIC PROCEDURE FOR PROCESS-CONTROL BASED ON WITHIN-GROUP RANKING [J].
BAKIR, ST ;
REYNOLDS, MR .
TECHNOMETRICS, 1979, 21 (02) :175-183