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.
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页码:569 / 593
页数:25
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