Design of a multivariate exponentially weighted moving average control chart with variable sampling intervals

被引:0
作者
Ming Ha Lee
Michael B. C. Khoo
机构
[1] Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing and Science
[2] Universiti Sains Malaysia,School of Mathematical Sciences
来源
Computational Statistics | 2014年 / 29卷
关键词
Average time to signal; Multivariate EWMA chart; Statistical design; Variable sampling intervals;
D O I
暂无
中图分类号
学科分类号
摘要
This study develops a procedure for the statistical design of the variable sampling intervals (VSI) multivariate exponentially weighted moving average (MEWMA) chart. The VSI MEWMA chart is compared with the corresponding fixed sampling interval (FSI) MEWMA chart, in terms of the steady-state average time to signal for different magnitude of shifts in the process mean vector. It is shown that the VSI MEWMA chart performs better than the corresponding standard FSI MEWMA chart for detecting a wide range of shifts in the process mean vector.
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收藏
页码:189 / 214
页数:25
相关论文
共 96 条
[1]  
Aparisi F(2001)Hotelling’s $${\rm T}^{2}$$ T 2 control chart with variable sampling intervals Int J Prod Res 39 3127-3140
[2]  
Haro CL(1999)A program for approximating the in-control ARL for the MEWMA chart J Qual Technol 31 120-123
[3]  
Bodden KM(2011)Variable interval sampling in economical designs for online process control of attributes with misclassification errors J Oper Res Soc 62 1365-1375
[4]  
Ridgon SE(2006)Evaluation of the statistical performance of a variable sampling interval R EWMA control chart Qual Technol Quant Manag 3 307-323
[5]  
Bessegato L(2007)Economic design of variable sampling interval Exp Syst Appl 33 683-689
[6]  
Quinino R(2006) control charts - a hybrid Markov chain approach with genetic algorithms Exp Syst Appl 30 233-242
[7]  
Ho LL(2010)Economic design of variable sampling intervals Int J Adv Manuf Technol 49 281-292
[8]  
Duczmal L(2011) control charts using genetic algorithms Qual Quant 45 579-586
[9]  
Castagliola P(2006)A variable sampling interval EWMA chart for attributes Qual Technol Quant Manag 3 361-381
[10]  
Celano G(2005)On the properties of the Hotelling’s J Qual Technol 37 267-281