An example of data technology product: A control chart for Weibull processes

被引:14
作者
Erto, Pasquale [1 ]
Pallotta, Giuliana [1 ]
Park, Sung H. [2 ]
机构
[1] Univ Naples Federico 2, I-80125 Naples, Italy
[2] Seoul Natl Univ, Dept Stat, Seoul 151742, South Korea
关键词
data technology; Bayesian estimation procedure; practical Bayes estimators; statistical process control; Weibull distribution; average run length;
D O I
10.1111/j.1751-5823.2008.00043.x
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
This work proposes a new Shewhart-type control chart of the Weibull percentile (i.e. the reliable life) as a practical example of a product attained following the Data Technology (DT) approach. DT is briefly introduced as a new discipline defined apart from Information Technology (IT). Following this approach, some specific Bayes estimators are selected from literature and then used to build the above new chart. These estimators allow to improve the control making use of any available kind of data (statistical and non-statistical). The operative steps of DT approach are fully explained. The results are illustrated by means of a real applicative example.
引用
收藏
页码:157 / 166
页数:10
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