Analysis of safeness in a Petri net-based specification of the control part of cyber-physical systems

IF 1.6 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS International Journal of Applied Mathematics and Computer Science Pub Date : 2021-12-01 DOI:10.34768/amcs-2021-0045
Marcin Wojnakowski, R. Wiśniewski, Grzegorz Bazydło, Mateusz Poplawski
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引用次数: 9

Abstract

Abstract The paper proposes an algorithm for safeness verification of a Petri net-based specification of the control part of cyber-physical systems. The method involves a linear algebra technique and is based on the computation of the state machine cover of a Petri net. Contrary to the well-known methods, the presented idea does not require obtaining all sequential components, nor the computation of all reachable states in the system. The efficiency and effectiveness of the proposed method have been verified experimentally with a set of 243 test modules (Petri net-based systems). The results of experiments show high efficiency of the proposed method since a solution has been found even for such nets where popular techniques are not able to analyze the safeness of the system. Finally, the presented algorithm is explained in detail using a real-life case-study example of the control part of a cyber-physical system.
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基于Petri网的网络物理系统控制部分规范的安全性分析
摘要提出了一种基于Petri网的网络物理系统控制部分规范的安全性验证算法。该方法涉及线性代数技术,并基于Petri网状态机覆盖的计算。与已知的方法相反,所提出的思想不需要获得所有顺序分量,也不需要计算系统中所有可达状态。通过243个测试模块(基于Petri网的系统)的实验验证了该方法的有效性和有效性。实验结果表明,所提出的方法是高效的,因为即使在这种网络中,流行的技术无法分析系统的安全性,也找到了解决方案。最后,本文以网络物理系统的控制部分为例,对所提出的算法进行了详细的解释。
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来源期刊
CiteScore
4.10
自引率
21.10%
发文量
0
审稿时长
4.2 months
期刊介绍: The International Journal of Applied Mathematics and Computer Science is a quarterly published in Poland since 1991 by the University of Zielona Góra in partnership with De Gruyter Poland (Sciendo) and Lubuskie Scientific Society, under the auspices of the Committee on Automatic Control and Robotics of the Polish Academy of Sciences. The journal strives to meet the demand for the presentation of interdisciplinary research in various fields related to control theory, applied mathematics, scientific computing and computer science. In particular, it publishes high quality original research results in the following areas: -modern control theory and practice- artificial intelligence methods and their applications- applied mathematics and mathematical optimisation techniques- mathematical methods in engineering, computer science, and biology.
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