Bayesian accelerated life testing: A generalized Eyring-Birnbaum-Saunders model

被引：4

作者：

Smit, Neill ^{[1
]}

Raubenheimer, Lizanne ^{[2
]}

机构：

[1] North West Univ, Sch Math & Stat Sci, Potchefstroom, South Africa

[2] Rhodes Univ, Dept Stat, Grahamstown, South Africa

来源：

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL | 2022年 / 38卷 / 01期

基金：

新加坡国家研究基金会;

关键词：

accelerated life testing; bayes; Birnbaum-Saunders distribution; generalized Eyring model; Markov chain monte carlo; INFERENCE;

D O I：

10.1002/qre.2970

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper, an accelerated life testing model using the Birnbaum-Saunders distribution and the generalized Eyring model is explored. A Bayesian approach is proposed, considering the combined effect of one thermal stressor and one non-thermal stressor. The model is demonstrated via an application to an electronics epoxy packaging ALT data set, with temperature and humidity as accelerated stressors. Markov chain Monte Carlo methods are employed to generate posterior samples for inference. A sensitivity analysis is performed via the deviance information criterion. The predictive reliability is also investigated.

引用

页码：195 / 210

页数：16

共 50 条

[31] Bayesian estimation in accelerated life testing application on exponential-Arrhenius model
Voiculescu, Sorin
Guerin, Fabrice
Charki, Abedrafi
2006 PROCEEDINGS - ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, VOLS 1 AND 2, 2006, : 325 - +
[32] Estimating fatigue life of structural components from accelerated data via a Birnbaum-Saunders model with shape and scale stress dependent parameters
D'Anna, Giuseppe
Giorgio, Massimiliano
Riccio, Aniello
2ND INTERNATIONAL SYMPOSIUM ON DYNAMIC RESPONSE AND FAILURE OF COMPOSITE MATERIALS, (DRAF 2016), 2016, 167 : 10 - 17
[33] A MODEL FOR ACCELERATED LIFE TESTING
STRELEC, H
STRUCTURAL SAFETY, 1993, 12 (02) : 129 - 136
[34] Reliability statistical analysis about products of Birnbaum-Saunders fatigue life distribution for life test and progressive stress accelerated life test
Wang, Ronghua
Gu, Beiqing
Xu, Xiaoling
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 47 (08) : 2304 - 2331
[35] Parameter Estimation of Accelerated Model for Birnbaum-Saunders Distribution Based on Best Unbiased Integral Estimate Method
Yang, Li
Ma, Xiaobing
PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (QR2MSE), VOLS I-IV, 2013, : 1022 - 1026
[36] GENERALIZED DIRICHLET DISTRIBUTION IN BAYESIAN LIFE TESTING
LOCHNER, RH
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1975, 37 (01): : 103 - 113
[37] An accelerated life evaluation method under multi - stress based on Eyring model
Shen Zhong-hong
Liu Ju
Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2016), 2016, 96 : 115 - 120
[38] Estimation for Birnbaum-Saunders Distribution in Simple Step Stress-accelerated Life Test with Type-II Censoring
Sun, Tianyu
Shi, Yimin
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2016, 45 (03) : 880 - 901
[39] BAYESIAN ESTIMATION AND OPTIMAL DESIGNS IN PARTIALLY ACCELERATED LIFE TESTING
DEGROOT, MH
GOEL, PK
NAVAL RESEARCH LOGISTICS, 1979, 26 (02) : 223 - 235
[40] Bayesian accelerated life testing under competing failure modes
Bunea, C
Mazzuchi, TA
ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2005 PROCEEDINGS, 2005, : 152 - 157

← 1 2 3 4 5 →