Software Tool for Importance Measures Computation Used in Reliability Analysis

Dominik Smalik, Patrik Rusnak, P. Sedlaček, N. Brînzei
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Abstract

In Reliability analysis, there are four main steps to perform. These steps are selection of the mathematical model that represents system states, selection of the mathematical representation that represents the operation of the system, quantitative and qualitative reliability analysis and to conclude the obtained results. In Faculty of Management Science and Informatics, there is a course called Reliability engineering in which reliability analysis is taught. During the course, the students are taught about the basic of the reliability engineering and reliability analysis. During this process, there are various topics that can be more challenging for a student, such as computation of the Importance measures. Thanks to this, we developed a software tool for such computation and this tool is also usable for the research activities in our faculty. By implementing this software tool in the teaching process in subject of the reliability engineering the students can better understand, how these measures can be computed and how can they be used for localizing weak spots in the system. Results from this tool can be then used in term projects and assignments by students of in research activities that uses these measures in reliability analysis.
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可靠性分析中重要度量计算的软件工具
在可靠性分析中,有四个主要步骤要执行。这些步骤是选择表示系统状态的数学模型,选择表示系统运行的数学表示,进行定量和定性的可靠性分析,并对得到的结果进行总结。在管理科学与信息学院,有一门名为可靠性工程的课程,教授可靠性分析。在课程中,学生学习了可靠性工程和可靠性分析的基本知识。在这个过程中,有各种各样的主题对学生来说可能更具挑战性,比如重要性度量的计算。因此,我们开发了一个软件工具来进行这样的计算,这个工具也可以用于我们学院的研究活动。通过在可靠性工程学科的教学过程中实施该软件工具,学生可以更好地了解如何计算这些度量,以及如何使用这些度量来定位系统中的薄弱环节。然后,这个工具的结果可以用于学期项目和学生的研究活动的作业,这些研究活动在可靠性分析中使用了这些测量方法。
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