Copula-Based Approach to Reliability Analysis of Phased-Mission Systems

P. Srivastava, S. Padma Rani
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Abstract

A phased-mission system (PMS) involves several different tasks or phases that must be accomplished in sequence. The system configuration, task success criteria, and component failure characteristics may vary from phase to phase. Consequently, the reliability evaluation of PMSs is more challenging than that of single-phase in the field of system reliability analysis. The paper deals with the reliability evaluation of non-repairable Phased-Mission Systems with three phases and five phases involving dependent components in each phase. The cumulative exposure model has been used to model a PMS, and the dependency between components of a system in a phase is modeled using the Gumbel-Hougaard copula. Reliability importance analyses of the 3-PMS and 5-PMS have also been carried out. The method developed has been illustrated using numerical examples. The proposed methodology can also be generalized to PMSs with more than five phases.
基于copula的分阶段任务系统可靠性分析方法
分阶段任务系统(PMS)包含几个必须按顺序完成的不同任务或阶段。系统配置、任务成功标准和组件故障特征可能因阶段而异。因此,在系统可靠性分析领域,pms系统的可靠性评估比单相系统的可靠性评估更具挑战性。研究了三相和五相不可修分阶段任务系统的可靠性评估问题。累积暴露模型已用于对PMS进行建模,并且使用Gumbel-Hougaard联结模型对一个阶段中系统组件之间的依赖关系进行建模。对3-PMS和5-PMS进行了可靠性重要性分析。用数值算例说明了所提出的方法。所建议的方法也可以推广到五个以上阶段的pms。
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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