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On Event-Triggered Adaptive Architectures for Decentralized and Distributed Control of Large-Scale Modular Systems

机译:大型模块化系统分散和分布式控制的事件触发自适应体系结构

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The last decade has witnessed an increased interest in physical systems controlled over wireless networks (networked control systems). These systems allow the computation of control signals via processors that are not attached to the physical systems, and the feedback loops are closed over wireless networks. The contribution of this paper is to design and analyze event-triggered decentralized and distributed adaptive control architectures for uncertain networked large-scale modular systems; that is, systems consist of physically-interconnected modules controlled over wireless networks. Specifically, the proposed adaptive architectures guarantee overall system stability while reducing wireless network utilization and achieving a given system performance in the presence of system uncertainties that can result from modeling and degraded modes of operation of the modules and their interconnections between each other. In addition to the theoretical findings including rigorous system stability and the boundedness analysis of the closed-loop dynamical system, as well as the characterization of the effect of user-defined event-triggering thresholds and the design parameters of the proposed adaptive architectures on the overall system performance, an illustrative numerical example is further provided to demonstrate the efficacy of the proposed decentralized and distributed control approaches.
机译:过去十年见证了对通过无线网络控制的物理系统(网络控制系统)的兴趣增加。这些系统允许通过未连接到物理系统的处理器来计算控制信号,并且反馈回路通过无线网络闭合。本文的目的是为不确定的网络化大型模块化系统设计和分析事件触发的分散和分布式自适应控制架构。也就是说,系统由通过无线网络控制的物理互连模块组成。具体地说,在存在系统不确定性的情况下,提出的自适应体系结构可确保总体系统稳定性,同时降低无线网络的利用率并实现给定的系统性能,这些不确定性可能是由模块的运行方式和降级及其相互之间的互连导致的。除了理论上的发现,包括严格的系统稳定性和闭环动力学系统的有界性分析,以及用户定义的事件触发阈值和拟议自适应体系结构的设计参数对总体影响的表征。在系统性能方面,还提供了一个示例性的数值示例来证明所提出的分散和分布式控制方法的有效性。

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