基于模型驱动的时间精确的基于devs的CPS设计方法

Abdurrahman Alshareef, H. Sarjoughian
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引用次数: 7

摘要

网络物理系统(CPS)的性能分析和验证是至关重要的,因为决策在这样的系统中至关重要。因此,建模尤其对于与计算部件和物理部件之间的紧密耦合相关的问题是有益的。在这项工作中,我们利用对模拟和模型检查的广泛研究来设计CPS背景下的计算-物理相互作用。我们还提出了一种基于DEVS的行动级模型驱动的活动建模方法。我们使用时间间隔(ti)来管理操作级别的计算组件和物理组件之间的通信。我们扩展了活动元模型,以实例化适合于时间紧迫的网络物理系统的活动。我们创建了一个DEVS- suite通用库来模拟这些符合并行DEVS形式的模型。我们用一个交通车辆交叉口模型进行了演示,并讨论了一些验证功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-driven time-accurate DEVS-based approaches for CPS design
Performance analysis and verification of Cyber-Physical Systems (CPS) is of utmost importance due to the cruciality of the decision making in such systems. Therefore, modeling can be beneficial especially for issues related to the tight coupling between computational and physical parts. In this work, we utilize the extensive research on the simulation and model-checking for designing computational-physical interactions in the context of CPS. We also propose an action-level model-driven activity modeling approach based on DEVS. We employ time intervals (TIs) to govern communication between computational and physical components at the level of actions. We extend the activities metamodel to instantiate activities suitable for time-critical cyber-physical systems. We create a DEVS-Suite generic library to simulate these models conforming to the parallel DEVS formalism. We demonstrate with a traffic vehicle intersection model and discuss some verification capabilities.
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