WANG Hao-wei, TENG Ke-nan, GAI Bing-liang. The Method of Analyzing Accelerated Degradation Data Based on Acceleration Factor Constant Principle[J]. Acta Electronica Sinica, 2018, 46(3): 739-747.
DOI:
WANG Hao-wei, TENG Ke-nan, GAI Bing-liang. The Method of Analyzing Accelerated Degradation Data Based on Acceleration Factor Constant Principle[J]. Acta Electronica Sinica, 2018, 46(3): 739-747. DOI: 10.3969/j.issn.0372-2112.2018.03.032.
The Method of Analyzing Accelerated Degradation Data Based on Acceleration Factor Constant Principle
The technology of accelerated degradation testing has become an efficient approach to evaluating the reliability of the degrading product. However
the method of analyzing accelerated degradation data
which excessively dependents on subjective experience
results in the inaccuracy of the reliability evaluation. In the paper
a more objective method based on acceleration factor constant principle is proposed. First
the changing rules of the parameters of degradation models are deduced according to the acceleration factor constant principle. Next
the effectiveness of the degradation data under each accelerated stress is identified through the parameter equation independent of accelerated stress. The key is that a t statistic is constructed to verify whether the parameter estimates satisfy the parameter equation. Then
the acceleration models of the parameters dependent on accelerated stress are constructed. Last
the effective accelerated degradation data is utilized to estimate parameters
so the reliability under the normal stress level can be extraplolated. The proposed method is demonstrated by taking the inverse Gaussian process as an example. Both the simulation test and case application indicate that the study of the paper provides a more objective and reasonable technical approach to reliability evaluation based on accelerated degradation data.