Design of Equivalent Accelerated Life Testing Plans under Different Stress Applications

被引:18
|
作者
Zhu, Yada [1 ]
Elsayed, Elsayed A. [2 ]
机构
[1] IBM Corp, Thomas J Watson Res Ctr, Business Analyt & Math Sci, Yorktown Hts, NY 10598 USA
[2] Rutgers State Univ, Dept Ind & Syst Engn, Piscataway, NJ USA
来源
关键词
Accelerated life testing (ALT); equivalency; maximum likelihood; proportional hazard; ramp test; EXPONENTIAL DATA; RAMP-TESTS; WEIBULL; DISTRIBUTIONS; INFERENCES; FAILURE;
D O I
10.1080/16843703.2011.11673271
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Accelerated Life Testing (ALT) is an efficient approach to obtain failure observations by subjecting the test units to stresses severer than design stresses and utilize the test data to predict reliability at normal operating conditions. ALT is usually conducted under constant-stresses which need a long time at low stress levels to yield sufficient failure data. Many stress loadings, such as ramp-stresses obtain failure times faster than constant-stresses but the accuracy of reliability predictions based on such loadings has not yet been investigated. We develop test plans under different stress applications such that the reliability prediction achieves equivalent statistical precision to that of the constant-stress. The research shows indeed there are such equivalent plans that reduce the test time, minimize the cost and result in the same accuracy of reliability predictions.
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页码:463 / 478
页数:16
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