期刊
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL
卷 33, 期 8, 页码 2281-2294出版社
WILEY
DOI: 10.1002/qre.2190
关键词
accelerated degradation test; acceleration factor invariant principle; mechanism equivalence; stochastic degradation model; variation of coefficient
资金
- National Natural Science Foundation of China [61473014, 61104133]
For an effective accelerated degradation test, it is important to ensure that the degradation mechanism under different stress levels remains unchanged. In this article, we are interested in the equivalence analysis of accelerated degradation mechanism based on degradation data rather than physical or chemical techniques. Under the assumption that products' underlying degradation follows stochastic degradation models, we first introduce the relationship between mechanism equivalence and parameters of stochastic degradation models based on the acceleration factor invariant principle. Then the necessary conditions for mechanism equivalence, which should be satisfied under different stress levels, are derived and tested by the proposed parameter equivalence test method based on the modified Bartlett statistic and T statistic. Next a novel selection method for stochastic degradation models is derived therefrom by comparing the variation of coefficients of acceleration factors. The accuracy of the necessary conditions and the parameter equivalence test method is demonstrated through a simulation study. In addition, an electrical connector example with real stress relaxation data is analyzed to illustrate the proposed method further.
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