Reliability improvement experiments with degradation data

被引:60
作者
Joseph, VR [1 ]
Yu, IT
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[2] Acad Sinica, Inst Stat Sci, Taipei 11529, Taiwan
关键词
Brownian motion; design of experiments; loss function; robust parameter design;
D O I
10.1109/TR.2005.858096
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Design of experiments is a useful tool for improving the quality & reliability of products. This article develops an integrated methodology for quality & reliability improvement when degradation data are available as the response in the experiments. The noise factors affecting the product are classified into two groups which led to a Brownian motion model for the degradation characteristic. A simple optimization procedure for finding the best control factor setting is developed using an integrated loss function. The methodology is illustrated with an application to a window wiper switch experiment.
引用
收藏
页码:149 / 157
页数:9
相关论文
共 12 条