基于离散时间网络物理模型的网络物理系统鲁棒性分析

Fu-Shiung Hsieh
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引用次数: 3

摘要

物联网的广泛使用赋予了网络物理系统(CPS)监督、监控和控制制造系统的能力。然而,资源失效等突发事件对CPS运行的影响研究较少。本研究的目的是提出一个系统的框架来分析CPS,并为制定有效的策略来处理意外事件铺平道路。在本文中,我们将重点分析CPS中的一类资源故障事件。为了分析资源失效对CPS的影响,建立了基于时间Petri网模型的网络模型来表示CPS的网络世界模型。制定了优化问题,以检验满足原期限的可行性。通过求解基于CPS网络世界模型构建的网络优化问题,分析了资源失效对CPS的影响。通过一个算例说明了所提出的方法。
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Robustness Analysis of Cyber-Physical systems based on Discrete Timed Cyber-Physical Models
The widespread use of IoT endows Cyber-Physical Systems (CPS) with the capability to supervise, monitor and control of manufacturing systems. However, study on the impact of unexpected events such as resource failures on the operations of CPS is less explored. The goal of this study is to propose a systematic framework to analyze CPS and pave the way for the development of an effective strategy to handle unexpected events. In this paper, we will focus on analysis of a class of resource failures events in CPS. To analyze the effects of resource failures on CPS, a network model is constructed based on the timed Petri net models to represent the cyber-world model of CPS. An optimization problem is formulated to check the feasibility to meet the original deadline. The influence of resource failures on CPS is analyzed by solving the optimization problem based on a network constructed based on the cyber-world model of CPS. The proposed method is illustrated by an example.
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