Identifying the failure mechanism in accelerated life tests by two-parameter lognormal distributions
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郭春生
[1
]
张燕峰
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College of Electronic Information and Control Engineering, Beijing University of TechnologyCollege of Electronic Information and Control Engineering, Beijing University of Technology
张燕峰
[1
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万宁
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College of Electronic Information and Control Engineering, Beijing University of TechnologyCollege of Electronic Information and Control Engineering, Beijing University of Technology
万宁
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朱慧
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冯士维
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[1] College of Electronic Information and Control Engineering, Beijing University of Technology
Arrhenius model;
accelerated life tests;
failure mechanisms;
lognormal distribution;
D O I:
暂无
中图分类号:
TN303 [结构、器件];
学科分类号:
0805 ;
080501 ;
080502 ;
080903 ;
摘要:
The failure mechanism stimulated by accelerated stress in the degradation may be different from that under normal conditions, which would lead to invalid accelerated life tests. To solve the problem, we study the relation between the Arrhenius equation and the lognormal distribution in the degradation process. Two relationships of the lognormal distribution parameters must be satisfied in the conclusion of the unaltered failure mechanism, the first is that the logarithmic standard deviations must be equivalent at different temperature levels, and the second is that the ratio of the differences between logarithmic means must be equal to the ratio of the differences between reciprocals of temperature. The logarithm of distribution lines must simultaneously have the same slope and regular interval lines. We studied the degradation of thick-film resistors in MCM by accelerated stress at four temperature levels(390, 400, 410 and 420 K), and the result agreed well with our method.
机构:
Univ La Laguna, Dept Estadist & Invest Operat, San Cristobal la Laguna 38271, SpainUniv La Laguna, Dept Estadist & Invest Operat, San Cristobal la Laguna 38271, Spain