Component-based perfect replacement optimizations for series and parallel systems consisting of repairable dependent components

IF 1.7 4区 工程技术 Q3 ENGINEERING, INDUSTRIAL
Jaber Kazempoor, Arezou Habibirad
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Abstract

In this paper, we consider the preventive perfect replacement and replacement by a new one policies for some arbitrary selected components in the repairable series and parallel systems with dependent components. These policies are also extended to other systems. In fact, regardless of the kind of system, the policies are applied to any system with a survival function that can be calculated as a known function of their component’s survival functions. The dependent structure of these components is formulated regarding copula frameworks. In addition, two optimal maintenance policies in accordance with the maximum expected life for a series and parallel system and minimum/maximum relative risk of a component for a series/parallel system have been provided. The problem issue of finding the optimal relative risk of a component is new and has not been proposed up to now. Although the optimal life extension of a system has been investigated previously, through a replacement policy of the whole system, in this study, the life of a series or parallel system is optimally extended through a replacement policy of some of its dependent components. The existence of the optimal solution has been shown for all copula functions and furthermore, some numerical results are detailed regarding the Gumbel, Frank, Joe, Clayton, FGM, Normal, and AMH copulas.
由可修复的相关组件组成的串联和并联系统的基于组件的完美替换优化
本文研究了具有相关部件的可修串并联系统中任意选择部件的预防性完全替换和新替换策略。这些策略也可以扩展到其他系统。实际上,无论系统的类型如何,策略都可以应用于任何具有生存函数的系统,该生存函数可以作为其组件的生存函数的已知函数进行计算。这些组件的依赖结构是根据copula框架制定的。此外,根据串联和并联系统的最大预期寿命和串联/并联系统中组件的最小/最大相对风险,给出了两种最佳维护策略。寻找部件的最优相对风险问题是一个新的问题,至今尚未被提出。虽然以前已经研究过通过整个系统的替换策略来延长系统的最优寿命,但在本研究中,串联或并联系统的最优寿命是通过替换其相关组件的策略来延长的。证明了所有联结函数的最优解的存在性,并对Gumbel、Frank、Joe、Clayton、FGM、Normal和AMH联结函数给出了一些数值结果。
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
4.50
自引率
19.00%
发文量
81
审稿时长
6-12 weeks
期刊介绍: The Journal of Risk and Reliability is for researchers and practitioners who are involved in the field of risk analysis and reliability engineering. The remit of the Journal covers concepts, theories, principles, approaches, methods and models for the proper understanding, assessment, characterisation and management of the risk and reliability of engineering systems. The journal welcomes papers which are based on mathematical and probabilistic analysis, simulation and/or optimisation, as well as works highlighting conceptual and managerial issues. Papers that provide perspectives on current practices and methods, and how to improve these, are also welcome
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