系统建模与安全分析的GO-Bayes方法

Guo-qiang Cai
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引用次数: 0

摘要

安全分析对保证工程系统的正常运行具有重要意义。现有的安全分析方法仅限于相对简单的事实描述和统计归纳水平。此外,许多方法的通用性较差,在给定系统结构和收集信息的情况下,无法实现全面的安全评价。这项工作描述了一种新的安全分析方法,称为GO-Bayes算法。它结合了GO方法的结构建模和贝叶斯方法的概率推理。它可以广泛应用于系统分析。以地铁车辆制动系统为例,验证了该系统的实用性和准确性。通过与故障树分析法(FTA)的比较,用Extendsim软件可视化实现了该方法的可行性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GO-Bayes Method for System Modeling and Safety Analysis
Safety analysis ensuring the normal operation of an engineering system is important. The existing safety analysis methods are limited to relatively simple fact description and statistical induction level. Besides, many of them enjoy poor generality, and fail to achieve comprehensive safety evaluation given a system structure and collected information. This work describes a new safety analysis method, called a GO-Bayes algorithm. It combines structural modeling of the GO method and probabilistic reasoning of the Bayes method. It can be widely used in system analysis. The work takes a metro vehicle braking system as an example to verify its usefulness and accuracy. Visual implementation by Extendsim software shows its feasibility and advantages in comparison with the Fault Tree Analysis (FTA) method.
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