Economic design of (X)over-bar control charts for non-normal data using variable sampling policy

被引:76
作者
Chen, YK [1 ]
机构
[1] Ling Tung Coll, Dept Business Adm, Taichung, Taiwan
关键词
control charts; variable sampling interval; non-normality; economic design; generalized control limits;
D O I
10.1016/j.ijpe.2003.09.011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Bai and Lee (Int. J. Prod. Econ. 54 (1998) 57) developed an economic model for a variable sampling interval (VSI),$(X) over bar $ control chart. In developing the model they considered the process data with normality property in their design methodology. However, in practice the validity of the normal assumption is doubted in many situations. In this paper, an alternative cost model that employs the Burr distribution is proposed to deal with the economic design of the VSI $(X) over bar $ -charts when the normality assumption of process data is unacceptable. Besides non-normal process data, this model is also suitable for normally distributed data. Consequently, it is able to provide a more general application. The design procedure and sensitivity analysis on the process parameters, cost parameters, and degrees of skewness and kurtosis of population are illustrated through an industrial application. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:61 / 74
页数:14
相关论文
共 30 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
[Anonymous], 1991, Handbook of genetic algorithms
[3]   An economic design of variable sampling interval (X)over-bar control charts [J].
Bai, DS ;
Lee, KT .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1998, 54 (01) :57-64
[4]   A genetic algorithm for the vehicle routing problem [J].
Baker, BM ;
Ayechew, MA .
COMPUTERS & OPERATIONS RESEARCH, 2003, 30 (05) :787-800
[5]   AN APPLICATION OF VARIABLE SAMPLING INTERVAL CONTROL CHARTS [J].
BAXLEY, RV .
JOURNAL OF QUALITY TECHNOLOGY, 1995, 27 (04) :275-282
[6]   Cumulative frequency functions [J].
Burr, IW .
ANNALS OF MATHEMATICAL STATISTICS, 1942, 13 :215-232
[7]   Control charts for positively-skewed populations with weighted standard deviations [J].
Chang, YS ;
Bai, DS .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2001, 17 (05) :397-406
[8]   ECONOMIC DESIGN OF ATTRIBUTE CONTROL CHARTS [J].
CHIU, WK .
TECHNOMETRICS, 1975, 17 (01) :81-87
[9]  
CHIU WK, 1977, J QUAL TECHNOL, V9, P166
[10]   Economic-statistical design of X charts for non-normal data by considering quality loss [J].
Chou, CY ;
Chen, CH ;
Liu, HR .
JOURNAL OF APPLIED STATISTICS, 2000, 27 (08) :939-951