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An enhanced component connection method for conversion of fault trees to binary decision diagrams

机译:用于将故障树转换为二进制决策图的增强型组件连接方法

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摘要

Fault Tree Analysis (FTA) is widely applied to assess the failure probability of industrial systems. Many computer packages are available which are based on conventional Kinetic Tree Theory methods. When dealing with large (possibly non-coherent) fault trees, the limitations of the technique in terms of accuracy of the solutions and the efficiency of the processing time becomes apparent. Over recent years the Binary Decision Diagram (BDD) method has been developed that solves fault trees and overcomes the disadvantages of the conventional FTA approach. First of all, a fault tree for a particular system failure mode is constructed and then converted to a BDD for analysis. This paper analyses alternative methods for the fault tree to BDD conversion process.udFor most fault tree to BDD conversion approaches the basic events of the fault tree are placed in an ordering. This can dramatically affect the size of the final BDD and the success of qualitative and quantitative analyses of the system. A set of rules are then applied to each gate in the fault tree to generate the BDD. An alternative approach can also be used, where BDD constructs for each of the gate types are first built and then merged to represent a parent gate. A powerful and efficient property, sub-node sharing, is also incorporated in the enhanced method proposed in this paper. Finally a combined approach is developed taking the best features of the alternative methods. The efficiency of the techniques is analysed and discussed.
机译:故障树分析(FTA)被广泛用于评估工业系统的故障概率。有许多基于常规动力学树理论方法的计算机软件包。当处理大型(可能是非相干)故障树时,该技术在解决方案精度和处理时间效率方面的局限性显而易见。近年来,已开发出二进制决策图(BDD)方法,该方法可解决故障树并克服了常规FTA方法的缺点。首先,针对特定系统故障模式构建故障树,然后将其转换为BDD进行分析。本文分析了故障树到BDD转换过程的替代方法。 ud对于大多数故障树到BDD的转换方法,故障树的基本事件按顺序排列。这会极大地影响最终BDD的大小以及系统定性和定量分析的成功。然后,将一组规则应用于故障树中的每个门,以生成BDD。也可以使用另一种方法,其中首先构建每种门类型的BDD构造,然后合并以表示父门。本文提出的增强方法还包含了功能强大且高效的子节点共享。最后,结合其他方法的最佳功能,开发出一种组合方法。分析和讨论了该技术的效率。

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