基于Markov模型的非相同组件的k -out- n: G系统不可用性

A. Okubanjo, O. Akinyemi, O. Oyetola, O. Olaluwoye, O. Alao
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引用次数: 0

摘要

过程工业一直面临着确定安全仪表系统(SISs)整体不可用性的挑战性任务。通过考虑按需失效的平均概率来量化安全仪表系统的不可用性。为了减轻这些挑战,IEC 61508建立了分析公式,用于估计k -out- n (KooN)架构的平均故障概率。然而,这些公式仅限于具有相同组分的系统,这一局限性在许多研究中尚未得到解决。为此,本文提出了一种基于马尔可夫模型的不同冗余系统体系结构非相同组件不可用性模型,并建立了非相同k-out- n和n-out- n配置的推广公式。此外,该模型还纳入了未被发现的故障率,并评估了其对SIS不可用性量化的影响。用现有的不可用性方法验证了所提模型的准确性,结果表明所提方法对所有系统架构都具有足够的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unavailability of K-out-of-N: G Systems with non-identical Components Based on Markov Model
The process industry has always been faced with the challenging tasks of determining the overall unavailability of safety instrumented systems (SISs). The unavailability of the safety instrumented system is quantified by considering the average probability of failure on demand. To mitigate these challenges, the IEC 61508 has established analytical formulas for estimating the average probability of failure on demand for K-out-of-N (KooN) architectures. However, these formulas are limited to the system with identical components and this limitation has not been addressed in many researches. Hence, this paper proposes an unavailability model based on Markov Model for different redundant system architectures with non-identical components and generalised formulas are established for non-identical k-out-of-n and n-out-of-n configurations. Furthermore, the proposed model incorporates undetected failure rate and evaluates its impact on the unavailability quantification of SIS. The accuracy of the proposed model is verified with the existing unavailability methods and it is shown that the proposed approach provides a sufficiently robust result for all system architectures.  
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