通过混合障碍证书验证网络物理系统的可诊断性⁎

Q3 Engineering IFAC-PapersOnLine Pub Date : 2024-01-01 DOI:10.1016/j.ifacol.2024.07.429
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引用次数: 0

摘要

在本文中,我们提供了一个基于自动机的框架,利用所谓的混合障碍证书概念来验证网络物理系统的可诊断性属性。具体来说,我们首先构建一个与所需可诊断性属性相关联的所谓 (δ,K)-deterministic 有限自动机((δ,K)-DFA),该自动机捕捉待诊断故障的发生。有了(δ,K)-DFA,我们就能证明可诊断性属性的验证等同于该 DFA 与相关动力系统之间乘积系统的安全性验证问题。我们进一步证明,这样一个验证问题可以通过计算产品系统的混合障碍证书来解决。为了计算混合障碍证书,我们提供了一种利用反例引导归纳综合框架的系统技术。最后,我们通过一个案例研究展示了我们成果的有效性。
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Verification of Diagnosability for Cyber-Physical Systems via Hybrid Barrier Certificates⁎

In this paper, we provide an automata-based framework for verifying diagnosability property of Cyber-Physical Systems leveraging a notion of so-called hybrid barrier certificates. Concretely, we first construct a so-called (δ,K)-deterministic finite automata ((δ,K)-DFA) associated with the desired diagnosability property, which captures the occurrence of the fault to be diagnosed. Having a (δ,K)-DFA, we show that the verification of diagnosability properties is equivalent to a safety verification problem over a product system between this DFA and the dynamical system of interest. We further show that such a verification problem can be solved via computing hybrid barrier certificates for the product system. To compute the hybrid barrier certificates, we provide a systematic technique leveraging a counter-example guided inductive synthesis framework. Finally, we showcase the effectiveness of our results through a case study.

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来源期刊
IFAC-PapersOnLine
IFAC-PapersOnLine Engineering-Control and Systems Engineering
CiteScore
1.70
自引率
0.00%
发文量
1122
期刊介绍: All papers from IFAC meetings are published, in partnership with Elsevier, the IFAC Publisher, in theIFAC-PapersOnLine proceedings series hosted at the ScienceDirect web service. This series includes papers previously published in the IFAC website.The main features of the IFAC-PapersOnLine series are: -Online archive including papers from IFAC Symposia, Congresses, Conferences, and most Workshops. -All papers accepted at the meeting are published in PDF format - searchable and citable. -All papers published on the web site can be cited using the IFAC PapersOnLine ISSN and the individual paper DOI (Digital Object Identifier). The site is Open Access in nature - no charge is made to individuals for reading or downloading. Copyright of all papers belongs to IFAC and must be referenced if derivative journal papers are produced from the conference papers. All papers published in IFAC-PapersOnLine have undergone a peer review selection process according to the IFAC rules.
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