Monitoring the coefficient of variation using a variable sample size control chart in short production runs

被引:52
作者
Amdouni, Asma [1 ]
Castagliola, Philippe [2 ]
Taleb, Hassen [3 ]
Celano, Giovanni [4 ]
机构
[1] Univ Tunis, Inst Super Gest, Tunis, Tunisia
[2] Univ Nantes, LUNAM Univ, IRCCyN UMR CNRS, F-6597 Nantes, France
[3] Univ Gafsa, Higher Inst Business Adm Gafsa, Gafsa, Tunisia
[4] Univ Catania, Dept Ind Engn, Catania, Italy
关键词
Coefficient of variation; Variable sample Size; Truncated average sample size; T CONTROL CHARTS; SHEWHART;
D O I
10.1007/s00170-015-7084-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Monitoring the coefficient of variation (CV) is an effective approach to monitor a process when both the process mean and the standard deviation are not constant but, nevertheless, proportional. Until now, few contributions have investigated the monitoring of the CV for short production runs. This paper proposes an adaptive Shewhart control chart implementing a variable sample size (VSS) strategy in order to monitor the coefficient of variation in a short production run context. Formulas for the truncated average run length are derived. Moreover, a comparison is performed with a Fixed Sampling Rate Shewhart chart for the CV in order to evaluate the performance of each chart in a short run context. An example illustrates the use of this chart on real data.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 22 条
[1]   BAYESIAN PROCESS-CONTROL FOR ATTRIBUTES [J].
CALABRESE, JM .
MANAGEMENT SCIENCE, 1995, 41 (04) :637-645
[2]   A synthetic control chart for the coefficient of variation [J].
Calzada, Maria E. ;
Scariano, Stephen M. .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2013, 83 (05) :851-865
[3]  
Castagliola P, 2015, INT J ADV M IN PRESS
[4]  
Castagliola P, 2012, INT J ADV MANUF TECH, V64, P56
[5]   One-Sided Shewhart-type Charts for Monitoring the Coefficient of Variation in Short Production Runs [J].
Castagliola, Philippe ;
Amdouni, Asma ;
Taleb, Hassen ;
Celano, Giovanni .
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2015, 12 (01) :53-67
[6]   Monitoring the Coefficient of Variation Using a Variable Sampling Interval Control Chart [J].
Castagliola, Philippe ;
Achouri, Ali ;
Taleb, Hassen ;
Celano, Giovanni ;
Psarakis, Stelios .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2013, 29 (08) :1135-1149
[7]   Monitoring the Coefficient of Variation Using Control Charts with Run Rules [J].
Castagliola, Philippe ;
Achouri, Au ;
Taleb, Hassen ;
Celano, Giovanni ;
Psarakis, Stelios .
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2013, 10 (01) :75-94
[8]   Monitoring the Coefficient of Variation Using EWMA Charts [J].
Castagliola, Philippe ;
Celano, Giovanni ;
Psarakis, Stelios .
JOURNAL OF QUALITY TECHNOLOGY, 2011, 43 (03) :249-265
[9]   Performance of t control charts in short runs with unknown shift sizes [J].
Celano, Giovanni ;
Castagliola, Philippe ;
Fichera, Sergio ;
Nenes, George .
COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 64 (01) :56-68
[10]   Shewhart and EWMA t Control Charts for Short Production Runs [J].
Celano, Giovanni ;
Castagliola, Philippe ;
Trovato, Enrico ;
Fichera, Sergio .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2011, 27 (03) :313-326