A nonstationary point-process maintenance-model for multi-unit systems

H. C. Noriega, P. F. F. Frutuoso e Melo
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引用次数: 1

Abstract

Surveys of preventive maintenance (PM) models for stochastically deteriorating/improving nonrepairable systems have been extensively studied. As yet, this same kind of survey for nonstationary repairable systems has not been performed. This paper discusses a maintenance model for a multi-unit nonstationary repairable system with its components failure pattern modeled as nonstationary stochastic point processes under economic and availability dependency criteria. The methodology is presented and tested with a numerical example. The results obtained show the existence of optimal maintenance actions in which both costs and benefits (availability) can be quantified and where an optimum balance between both is obtained.
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多单元系统的非平稳点-过程维修模型
针对随机恶化/改进不可修复系统的预防性维修模型的研究已经得到了广泛的研究。到目前为止,还没有对非平稳可修系统进行类似的调查。本文讨论了在经济依赖准则和可用性依赖准则下,将部件故障模式建模为非平稳随机点过程的多单元非平稳可修系统的维修模型。给出了该方法,并通过数值算例进行了验证。所获得的结果表明存在最优维护操作,其中成本和收益(可用性)都可以量化,并且两者之间可以获得最佳平衡。
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