EWMA np Control Chart for the Weibull Distribution

被引:11
作者
Arif, O. -H. [1 ]
Aslam, M. [1 ]
Jun, C. -H. [2 ]
机构
[1] King Abdulaziz Univ, Dept Stat, Fac Sci, Jeddah 21551, Saudi Arabia
[2] POSTECH, Dept Ind & Management Engn, Pohang 790784, South Korea
关键词
attribute control chart; Weibull distribution; average run length; WEIGHTED MOVING AVERAGE; SKEWED POPULATIONS; COEFFICIENT;
D O I
10.1520/JTE20150429
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In this paper, we will present the design of an attribute exponentially weighted moving average (EWMA) control chart based on the number of failures under a time-truncated life test. It is assumed that the lifetime of the product follows the Weibull distribution. The performance of the proposed chart is discussed in terms of the average run length. The efficiency of the proposed chart is given over the existing attribute control chart. The proposed chart performs better than the existing chart in detecting shifts in the manufacturing process, as compared to the existing control chart. A simulation example is given to illustrate the proposed chart.
引用
收藏
页码:1022 / 1028
页数:7
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