Economic design of (X)over-bar control charts withmultiple assignable causes under Burr XII shock model

被引:5
|
作者
Saadatmelli, Aitin [1 ]
Moghadam, M. Bameni [1 ]
Seif, Asghar [2 ]
Faraz, Alireza [3 ,4 ]
机构
[1] Allameh Tabatabai Univ, Dept Stat, Tehran 14515775, Iran
[2] Bu Ali Sina Univ, Dept Stat, Hamadan, Iran
[3] Univ Liege, Management Sch, HEC Liege, Quantitat Methods & Operat Management QuantOM Dep, Liege, Belgium
[4] Univ Appl Sci Upper Austria, Logistikum, Supply Chains Management Dept, Steyr, Austria
关键词
Economic Design; Control Chart; Burr XII distribution; Shock Model; multiple assignable causes; XBAR-CHARTS; STATISTICAL DESIGN; PARAMETERS; MULTIPLICITY; SYSTEMS;
D O I
10.1080/03610926.2017.1414262
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
The economic design of control charts depends on the process shock model distribution and due to difficulties from both theoretical and practical aspects, one of the proper alternatives may be the Burr XII (Burr) distributionwhich is quite flexible and its hazard rate can be fixed, increasing, decreasing, single mode or even U-shaped. Yet, in Burr distribution context, only one assignable cause model were considered where more realistic approach may be to consider multiple assignable causes. Thus, in this paper, an economic design of the X control charts under the Burr shock model and multiple assignable causes were considered and compared with three types of prior distribution for the mean shift parameter. Also, a numerical example and a sensitivity analysis for more illustration and studying the effect of changing parameters of the shock model distribution on the optimum values of proposed design models were conducted, respectively. The results indicate that when the prior distribution is of negative exponential distribution, the multiple assignable cause models under Burr XII (Burr) distribution have minimum loss-cost.
引用
收藏
页码:500 / 522
页数:23
相关论文
共 50 条