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A Hardware Accelerated Semi Analytic Approach for Fault Trees with Repairable Components

机译:具有可修复组件的故障树的硬件加速半解析方法

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Fault tree analysis of complex systems with repairable components can easily be quite complicated and usually requires significant computer time and power despite significant simplifications. Invariably, software-based solutions, particularly those involving Monte Carlo simulation methods, have been used in practice to compute the top event probability. However, these methods require significant computer power and time. In this paper, a hardware-based solution is presented for solving fault trees. The methodology developed uses a new semi analytic approach embedded in a Field Programmable Gate Array (FPGA) using accelerators. Unlike previous attempts, the methodology developed properly handles repairable components in fault trees. Results from a specially written software-based simulation program confirm the accuracy and validate the efficacy of the hardware-oriented approach.
机译:具有可修复组件的复杂系统的故障树分析可能非常复杂,并且尽管进行了极大的简化,但通常仍需要大量的计算机时间和功能。实际上,基于软件的解决方案,尤其是那些涉及蒙特卡洛模拟方法的解决方案,实际上已被用于计算最高事件概率。但是,这些方法需要大量的计算机功能和时间。本文提出了一种基于硬件的解决方案来解决故障树。开发的方法使用一种新的半分析方法,该方法嵌入在使用加速器的现场可编程门阵列(FPGA)中。与以前的尝试不同,开发的方法可以正确处理故障树中的可修复组件。专门编写的基于软件的仿真程序的结果证实了准确性,并验证了面向硬件方法的有效性。

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