Optimal design of accelerated life test with competitive failure products based on function transformation

Competitive failure is an important failure mode of products, for high reliability, long life, competition failure products, usually using the method of accelerated test to assess the reliability of the product. In recent years, the competitive index distribution failure product accelerated life test optimization design has made great progress, but the Weibull distribution of competitive failure product accelerated life test optimization design is still in the exploratory stage. Due to the complexity of statistical analysis of accelerated data with competitive failure products, the statistical processing of accelerated data of competitive failure products is introduced from the perspective of reliability analysis, the influence of competitive failure mechanism on reliability assessment cannot be ignored, so it is necessary to study the design optimization of accelerated life test with competitive failure products. But it is very difficult to realize design optimization of accelerated life test with competitive failure products under analytical solution. The analytical solution is transformed into the constrained extremal solution of explicit function, and the method of explicit objective function fitting is proposed to realize the optimal design of constant stress accelerated life test with competitive failure products. Through the simulation data, it is concluded that the optimal test scheme has the advantages of feasibility, stability.

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Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.2903
Primary Topic
Software Reliability and Analysis Research
Type
article
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article

Optimal design of accelerated life test with competitive failure products based on function transformation

Zhi Wang, Zhang Fei, Wenjie Fan, Lin Su
IET conference proceedings.
Software Reliability and Analysis Research
article

Optimal design of accelerated life test with competitive failure products based on function transformation

Zhi Wang, Zhang Fei, Wenjie Fan, Lin Su
article en

Abstract

Competitive failure is an important failure mode of products, for high reliability, long life, competition failure products, usually using the method of accelerated test to assess the reliability of the product. In recent years, the competitive index distribution failure product accelerated life test optimization design has made great progress, but the Weibull distribution of competitive failure product accelerated life test optimization design is still in the exploratory stage. Due to the complexity of statistical analysis of accelerated data with competitive failure products, the statistical processing of accelerated data of competitive failure products is introduced from the perspective of reliability analysis, the influence of competitive failure mechanism on reliability assessment cannot be ignored, so it is necessary to study the design optimization of accelerated life test with competitive failure products. But it is very difficult to realize design optimization of accelerated life test with competitive failure products under analytical solution. The analytical solution is transformed into the constrained extremal solution of explicit function, and the method of explicit objective function fitting is proposed to realize the optimal design of constant stress accelerated life test with competitive failure products. Through the simulation data, it is concluded that the optimal test scheme has the advantages of feasibility, stability.

IET conference proceedings.Vol. 2024(9)
China Meteorological Administration (CN), State Intellectual Property Office (CN)
Responsible consumption and production
Openalex Percentile: Top 100%
Software Reliability and Analysis Research
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Optimal design of accelerated life test with competitive failure products based on function transformation — Zhi Wang, Zhang Fei, et al. · IET conference proceedings. (2025) | TGRS Research Map | TGRS