Distributed Supervision Strategies for Cyber-Physical Systems With Varying Network Topology

计算机科学 分布式计算 集合(抽象数据类型) 拓扑(电路) 地铁列车时刻表 约束(计算机辅助设计) 网络拓扑 过程(计算) 点(几何) 工程类 计算机网络 数学 操作系统 机械工程 几何学 程序设计语言 电气工程
作者
Francesco Tedesco,Alessandro Casavola
出处
期刊:IEEE Transactions on Automatic Control [Institute of Electrical and Electronics Engineers]
卷期号:69 (8): 5408-5423
标识
DOI:10.1109/tac.2024.3362884
摘要

This paper presents a novel distributed constrained monitoring strategy for cyber-physical systems that focuses on enforcing point-in-time set-membership coordination constraints among the subsystem evolutions. The proposed scheme extends previous solutions by allowing the handling of time-varying dynamic interconnections, including the online addition/removal of subsystems (plug-and-play) during normal system operations. This approach ensures global coordination of the subsystems while effectively handling corresponding changes in the underlying constraint topology. The coordination is achieved by determining a distributed feasible set-point for each subsystem when the nominal set-point becomes unfeasible due to topological changes in the system, resulting in constraints violation. In order to address this challenge, the paper generalizes the distributed command governor (CG) theory to handle online requests for structural changes in the system and/or in the coordination constraints. An add-on module is provided for each local CG to process the coordination constraints and appropriately schedule the topology changes when certain formal conditions are satisfied. This ensures that the coordination constraints are satisfied even during the topological changes. Case studies are presented by evaluating the proposed strategy on the coordination of a formation of moving vehicles and a water distribution network. These simulations are used to evaluate the effectiveness and performance of the approach.
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