基于copula的串联系统热备用优化分配方法

Jiandong Zhang, Yiying Zhang
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引用次数: 3

摘要

本文提出了一种基于copula的方法来研究由两个异构和相关组件组成的串联系统的热备用分配问题。假设部件和备件的寿命是相互依赖的,并通过一个一般的生存联结关系联系起来,给出了部件一级冗余和二级冗余情况下的最优分配策略。此外,还比较了组件级和系统级的冗余分配机制。对于单热备的情况,我们发现冗余系统在组件级的性能总是比系统级的性能差。对于两个热备用的情况,反向分配原则(即Barlow-Proschan原则)是有效的。文中还给出了数值算例和应用实例。最后给出了在高压输电网系统中提高电缆抗拉强度的实际应用。
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A copula‐based approach on optimal allocation of hot standbys in series systems
In this paper, we propose a copula‐based approach to study the allocation problem of hot standbys in series systems composed of two heterogeneous and dependent components. By assuming that the lifetimes of components and spares are dependent and linked via a general survival copula, optimal allocation strategies are presented for the case of one and two redundancies at the component level. Further, redundancies allocation mechanisms are also compared between the allocations at the component level and the system level. For the case of one hot standby, we find that the performance of the redundant system at the component level is always worse than that at the system level. For the case of two hot standbys, the reversed allocation principle (i.e., Barlow–Proschan principle) is valid. Numerical examples and applications are also provided as illustrations. A real application on improving tensile strength of cables in high voltage electricity transmission network systems is presented for showing the applicability of our results.
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