采用双变量反高斯过程的最佳阶跃应力加速降解试验

IF 2.2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL
Liang Qu, Jin Li, Xiujie Zhao, Min Zhang, Zhenyu Lv
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引用次数: 0

摘要

阶跃应力加速降解试验(SSADT)已成为评估高可靠性产品寿命的普遍方法。在实践中,许多产品都存在多种降解过程,而这些降解过程是导致产品失效的重要原因。在本文中,我们研究了由双变量反高斯过程建模的两种依赖性降解特征的产品的最佳 SSADT 方案。假定每个过程的漂移参数都受共同应力因子的影响。采用双变量 Birnbaum-Saunders (BVBS) 型分布来近似寿命分布,便于推导目标函数。在存在测试单元和检查约束的情况下,根据三个共同的最优性标准规定了最优计划。然后,以疲劳裂纹为例对所提出的方法进行了演示。最后,研究了 SSADT 计划的敏感性,结果表明最优计划具有公平的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal step stress accelerated degradation tests with the bivariate inverse Gaussian process
Step‐stress accelerated degradation test (SSADT) has become a prevailing approach to lifetime assessment for highly reliable products. In practice, many products suffer from multiple degradation processes that significantly contribute to failures. In this paper, we investigate the optimal SSADT plans for products subject to two dependent degradation characteristics modeled by a bivariate inverse Gaussian process. The drift parameter of each process is assumed to be influenced by a common stress factor. A bivariate Birnbaum‐Saunders (BVBS)‐type distribution is employed to approximate the lifetime distribution and facilitate the derivation of the objective function. The optimal plans are prescribed under three common optimality criteria in the presence of constraints on test units and inspections. A revisited example of fatigue crack is then presented to demonstrate the proposed methods. Finally, the sensitivity of the SSADT plans is studied, and the results exhibit fair robustness of the optimal plans.
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来源期刊
CiteScore
4.90
自引率
21.70%
发文量
181
审稿时长
6 months
期刊介绍: Quality and Reliability Engineering International is a journal devoted to practical engineering aspects of quality and reliability. A refereed technical journal published eight times per year, it covers the development and practical application of existing theoretical methods, research and industrial practices. Articles in the journal will be concerned with case studies, tutorial-type reviews and also with applications of new or well-known theory to the solution of actual quality and reliability problems in engineering. Papers describing the use of mathematical and statistical tools to solve real life industrial problems are encouraged, provided that the emphasis is placed on practical applications and demonstrated case studies. The scope of the journal is intended to include components, physics of failure, equipment and systems from the fields of electronic, electrical, mechanical and systems engineering. The areas of communications, aerospace, automotive, railways, shipboard equipment, control engineering and consumer products are all covered by the journal. Quality and reliability of hardware as well as software are covered. Papers on software engineering and its impact on product quality and reliability are encouraged. The journal will also cover the management of quality and reliability in the engineering industry. Special issues on a variety of key topics are published every year and contribute to the enhancement of Quality and Reliability Engineering International as a major reference in its field.
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