摘要:基于离散事件系统规范的工程信息物理系统建模、仿真与验证环境

Hae Young Lee, So-Jin Lee
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引用次数: 2

摘要

只提供摘要形式。离散事件系统规范(Discrete event system specification, DEVS)作为一种建模和仿真的形式化方法,近年来被应用于CPS工程中,这也使得对离散事件系统规范进行模型检验的必要性产生。首先提出了基于模型转换的方法;从DEVS模型中得到定时或线性混合自动机,然后使用模型检查器进行验证。但是,由于状态转换中的语义不同,转换通常涉及手动任务,例如抽象和近似。为了消除这种手工任务,我们提出了一个DEVS子类,它的表达能力较差,但可验证。对于可达性分析,其模型可以解释为转换系统和区域自动机(RA)。尽管我们的DEVS子类和RA在模型执行方面具有不同的语义,但它们在可达性分析方面是等效的。因此,可以基于时间自动机的模型检验技术对可达性进行分析。在许多基于dev的环境中,模型应该由编程语言开发。为了使建模者能够以可视化的方式指定CPS,我们提出了一种基于子类的可视化建模语言。在我们的语言中,CPS的行为和结构分别由基本模型图和耦合模型图以图形方式指定。基于我们的子类和语言,我们实现了一个概念验证环境,它支持CPS的可视化建模以及模型的仿真和可达性分析。为了考虑到CPS的混合性质和异质性,DEVS子类、语言、验证技术和环境将进一步研究。
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Poster Abstract: Modeling, Simulation and Verification Environment for Engineering Cyber-Physical Systems Based on Discrete Event System Specification
Summary form only given. Discrete event system specification (DEVS), a formalism for modeling and simulation, has been recently applied to the engineering of CPS, which also makes the necessity of model checking for DEVS arisen. Model-transformation-based approaches were first proposed; timed or linear hybrid automata are obtained from DEVS models, and then verified using model checkers. But, due to the different semantics in state transitions, the transformation often involves manual tasks, such as abstraction and approximation. To eliminate such manual tasks, we have proposed a DEVS subclass that is less expressive, but verifiable. For reachability analysis, its models can be interpreted as transition systems and region automata (RA). Although our DEVS subclass and RA have different semantics with respect to model execution, they are equivalent in terms of reachability analysis. Thus, the reachability could be analyzed based on model checking techniques of timed automata. In many DEVS-based environments, models should be developed by programming languages. To enables the modelers to specify CPS in a visual way, we have proposed a visual modeling language based on our subclass. In our language, the behavior and structure of CPS are graphically specified by basic model diagrams and coupled model diagrams, respectively. Based on our subclass and languages, we have implemented a proof-of-concept environment that supports visual modeling of CPS as well as simulation and reachability analysis of the models. To enable the consideration of the hybrid nature and heterogeneity in CPS, DEVS subclasses, languages, verification techniques and environments will be further investigated.
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ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, Nashville, Tennessee, USA, May 19-21, 2021 Demo Abstract: SURE: An Experimentation and Evaluation Testbed for CPS Security and Resilience Poster Abstract: Thermal Side-Channel Forensics in Additive Manufacturing Systems Exploiting Wireless Channel Randomness to Generate Keys for Automotive Cyber-Physical System Security WiP Abstract: Platform for Designing and Managing Resilient and Extensible CPS
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