利用软件工具将动态故障树自动转换为动态贝叶斯网络

S. Montani, L. Portinale, A. Bobbio, D. Raiteri
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引用次数: 37

摘要

本文提出了一种软件工具,可以利用动态故障树(DFT)向动态贝叶斯网络(DBN)的转换,对动态故障树(DFT)进行自动分析。首先,描述了该工具的体系结构,以及该工具中实现的规则,以转换dbn中的动态门。然后,在一个系统实例上对该工具进行了测试,给出了该系统的DFT模型和相应的DBN,并利用该工具进行了分析。将得到的不可靠度结果与其他工具返回的结果进行比较,以验证其正确性。
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Automatically translating dynamic fault trees into dynamic Bayesian networks by means of a software tool
This paper presents a software tool allowing the automatic analysis of a dynamic fault tree (DFT) exploiting its conversion to a dynamic Bayesian network (DBN). First, the architecture of the tool is described, together with the rules implemented in the tool, to convert dynamic gates in DBNs. Then, the tool is tested on a case of system: its DFT model and the corresponding DBN are provided and analyzed by means of the tool. The obtained unreliability results are compared with those returned by other tools, in order to verify their correctness.
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