Reliability analysis and preventive maintenance policy for consecutive k$k$‐out‐of‐n:F$n: F$ balanced system under failure criterion operating in shock environment

IF 2.2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL
Qinglai Dong, Mengmeng Bai
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引用次数: 0

Abstract

This paper presents a consecutive ‐out‐of‐: balance system in a shock environment, where the state transition of component is induced by external shocks. If a predetermined threshold number of effective shocks are applied to component in a critical state, the component will fail. The state of the system is defined by the number of consecutive failing component groups in the system, which leads to system failure when a critical number of consecutive failing components is reached. To minimize maintenance costs, we propose a preventive maintenance method with an optimization model. We use finite Markov chain imbedding and Phase‐type distribution to calculate component group failure rates and associated probability functions in discrete and continuous time, respectively. The validity and accuracy of the model are confirmed by numerical examples and Monte Carlo simulations.
连续 k$k$-out-of-n:F$n:在冲击环境中运行的失效标准下的 F$ 平衡系统的可靠性分析
本文提出了一个在冲击环境下的连续失衡系统,在该系统中,元件的状态转换是由外部冲击引起的。如果对处于临界状态的组件施加预定阈值数量的有效冲击,该组件就会失效。系统的状态由系统中连续失效组件组的数量来定义,当连续失效组件达到临界数量时,系统就会失效。为了最大限度地降低维护成本,我们提出了一种带有优化模型的预防性维护方法。我们使用有限马尔可夫链嵌入和相型分布来分别计算离散和连续时间内的组件组故障率和相关概率函数。数值示例和蒙特卡罗模拟证实了模型的有效性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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