Life-Prediction of Accelerated Life Testing Based on Support Vector Machine

被引：0
|
作者：
Yin, Pengcheng [1 ]
Wang, Chengdong [1 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Mechatron Engn, Chengdu 610054, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (ICQR2MSE) | 2011年
关键词：
accelerated life testing; nonparameter model; support vector machine; life prediction;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
It is difficult for parametric methods to be used to analyze data from accelerated life testing when the type of life distributions is unknown. A practical model is proposed in this paper to predict the life of the items in accelerated life testing based on support vector machine. Simulation and experimental analysis show that, this approach has an advantage of high precision. The model can reflect the relationship between the stress levels, the reliability, and the life of the items each other. By using this model, a useful way to predict the life in accelerated life testing is presented in this paper.
引用
收藏
页码：284 / 286
页数：3
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