Synthetic double sampling np control chart for attributes

被引:41
作者
Chong, Zhi Lin [1 ]
Khoo, Michael B. C. [1 ]
Castagliola, Philippe [2 ]
机构
[1] Univ Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia
[2] Univ Nantes, Lunam Univ, IRCCyN UMR CNRS 6597, Nantes, France
关键词
Double sampling control chart; Synthetic control chart; Average run length; Conforming run length; Non-conforming; Optimal design; STATISTICAL DESIGN; PERFORMANCE;
D O I
10.1016/j.cie.2014.06.016
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The quality of a product, based on the number of non-conforming items can be controlled using the np chart. This paper proposes a synthetic double sampling (DS) np chart which comprises two sub-charts, i.e. the DS np and conforming run length (CRL) sub-charts. For the zero-state case, the synthetic DS np chart surpasses its standard counterpart, i.e. the synthetic np and the basic DS np chart, and other np type charts like the standard np, combined synthetic and np (Syn-np), variable sample size (VSS) np, exponentially weighted moving average (EWMA) np and cumulative sum (CUSUM) np charts, for detecting increases in the fraction of non-conforming items p, for most shift sizes. The synthetic DS np chart also performs reasonably well in the steady-state case in comparison with other charts mentioned above. Thus, among the competing charts, the synthetic DS np chart stands out as one of the best charts. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:157 / 169
页数:13
相关论文
共 37 条
[1]  
[Anonymous], 2009, STAT QUALITY CONTROL
[2]   Synthetic-(X)over-bar control charts optimized for in-control and out-of-control regions [J].
Aparisi, Francisco ;
de Luna, Marco A. .
COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (12) :3204-3214
[3]   Performance comparisons for the synthetic control chart for detecting increases in fraction nonconforming [J].
Bourke, Patrick D. .
JOURNAL OF QUALITY TECHNOLOGY, 2008, 40 (04) :461-475
[4]   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
[5]   The robustness of the synthetic control chart to non-normality [J].
Calzada, ME ;
Scariano, SM .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2001, 30 (02) :311-326
[6]   Combined double sampling and variable sampling interval (X)over-bar chart [J].
Carot, V ;
Jabaloyes, JM ;
Carot, T .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (09) :2175-2186
[7]   A Synthetic Scaled Weighted Variance Control Chart for Monitoring the Process Mean of Skewed Populations [J].
Castagliola, Philippe ;
Khoo, Michael B. C. .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2009, 38 (08) :1659-1674
[8]   A synthetic control chart for monitoring the process mean and variance [J].
Costa, A. ;
Rahim, M. .
JOURNAL OF QUALITY IN MAINTENANCE ENGINEERING, 2006, 12 (01) :81-+
[9]  
Costa AFB, 2008, INT J ADV MANUF TECH, V39, P521, DOI 10.1007/s00170-007-1230-6
[10]  
Croasdale P., 1974, International Journal of Production Research, V12, P585