Hotelling's T2 control chart with double warning lines

被引:29
作者
Faraz, Afireza [1 ]
Parsian, Ahmad
机构
[1] Aerosp Ind Org, Qual Management Dept, Tehran, Iran
[2] Univ Tehran, Sch Math Stat & Comp Sci, Tehran, Iran
关键词
Double Warning Lines Scheme; Markov chain process; multivariate T-2 control chart; multivariate; quality control; variable sampling plan;
D O I
10.1007/s00362-006-0307-x
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
Recent studies have shown that the T-2 control chart with variable sampling intervals (VSI) and/or variable sample sizes (VSS) detects process shifts faster than the traditional T-2 chart. This article extends these studies for processes that are monitored with VSI and VSS using double warning lines (T-2 - DWL). it is assumed that the length of time the process remains in control has exponential distribution. The properties of T-2 - DWL chart are obtained using Markov chains. The results show that the T-2 - DWL chart is quicker than VSI and/or VSS charts in detecting almost all shifts in the process mean.
引用
收藏
页码:569 / 593
页数:25
相关论文
共 36 条
[31]   A Markov chain model for the multivariate exponentially weighted moving averages control chart [J].
Runger, GC ;
Prabhu, SS .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1996, 91 (436) :1701-1706
[32]   EXPONENTIALLY WEIGHTED MOVING AVERAGE CONTROL SCHEMES WITH VARIABLE SAMPLING INTERVALS [J].
SACCUCCI, MS ;
AMIN, RW ;
LUCAS, JM .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1992, 21 (03) :627-657
[33]   A DOUBLE EXPONENTIALLY WEIGHTED MOVING AVERAGE CONTROL PROCEDURE WITH VARIABLE SAMPLING INTERVALS [J].
SHAMMA, SE ;
AMIN, RW ;
SHAMMA, AK .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1991, 20 (2-3) :511-528
[34]  
Taam W., 1993, J. Appl. Stat, V20, P339, DOI [10.1080/02664769300000035, DOI 10.1080/02664769300000035]
[35]   Evaluation of a three-state adaptive sample size (X)over-bar control chart [J].
Zimmer, LS ;
Montgomery, DC ;
Runger, GC .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1998, 36 (03) :733-743
[36]  
[No title captured]