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Adjoint Sensitivity Analysis of Dynamic Reliability Models Based on Markov Chains-Ⅱ: Application to IFMIF Reliability Assessment

机译:基于马尔可夫链的动态可靠性模型伴随灵敏度分析-Ⅱ:在IFMIF可靠性评估中的应用

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In Part Ⅱ of this work, the adjoint sensitivity analysis procedure developed in Part Ⅰ is applied to perform sensitivity analysis of several dynamic reliability models of systems of increasing complexity, culminating with the consideration of the International Fusion Materials Irradiation Facility (IFMIF) accelerator system. Section Ⅱ presents the main steps of a procedure for the automated generation of Markov chains for reliability analysis, including the abstraction of the physical system, construction of the Markov chain, and the generation and solution of the ensuing set of differential equations; all of these steps have been implemented in a stand-alone computer code system called QUEFT/MARKOMAG-S/ MCADJSEN. This code system has been applied to sensitivity analysis of dynamic reliability measures for a paradigm "2-out-of-3" system comprising five components and also to a comprehensive dynamic reliability analysis of the IFMIF accelerator system facilities for the average availability and, respectively, the system's availability at the final mission time. The QUEFT/MARKOMAG-S/MCADJSEN has been used to efficiently compute sensitivities to 186 failure and repair rates characterizing components and subsystems of the first-level fault tree of the IFMIF accelerator system.
机译:在这项工作的第二部分中,使用第一部分中开发的伴随灵敏度分析程序对复杂性不断提高的几种动态可靠性模型进行灵敏度分析,并最终考虑了国际聚变材料辐照设施(IFMIF)加速器系统。第二部分介绍了自动生成马尔可夫链进行可靠性分析的程序的主要步骤,包括物理系统的抽象,马尔可夫链的构造以及随后的微分方程组的生成和求解。所有这些步骤都在称为QUEFT / MARKOMAG-S / MCADJSEN的独立计算机代码系统中实现。该代码系统已应用于范式“三分之二”系统的动态可靠性度量的敏感性分析,该系统包括五个组件,并且还应用于IFMIF加速器系统设施的全面动态可靠性分析,以求平均可用性,并分别,系统在最终任务时间的可用性。 QUEFT / MARKOMAG-S / MCADJSEN已用于有效计算对186个故障和修复率的敏感性,以表征IFMIF加速器系统的第一级故障树的组件和子系统。

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