灌渠分布式控制中的异步信息一致性

L. Nguyen, L. Lefévre, D. Genon-Catalot, Youness Lami
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引用次数: 2

摘要

在分布式模型预测控制中,考虑子系统之间的交互需要在控制器之间交换信息。然而,由于交换拓扑结构和通信不完善,控制器可能会失去同步,共享信息可能会出现发散,这给系统带来了挑战。本文将管理分歧(或过时)信息视为一个共识问题,并通过异步共识协议解决。这种基于多智能体系统范式的分布式控制方法要求每个控制器在动作计算过程中与其邻居就所需的一些数据值达成一致。在一定的假设条件下,对不同通信模式(如定向通信和延迟通信)下的共识协议收敛性进行了分析。结果表明,与分散控制策略相比,控制系统的性能得到了提高,接近于具有顺序定时的分布式控制策略。仿真实例说明了该方法对格子玻尔兹曼方法模拟的灌渠控制的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Asynchronous information consensus in distributed control of irrigation canals
In distributed model predictive control, accounting for the interactions of subsystems requires exchanging information between controllers. However, challenges arise when controllers may lose the synchronization and when shared information may encounter the divergence due to the switching topology and the imperfection in communication. Managing divergent (or outdated) information is considered in this paper as a consensus problem and solved by an asynchronous consensus protocol. This approach based on multi-agent system paradigm to distributed control requires each controller to agree on some data values needed during action computation with its neighbors. Under certain assumptions, the convergence of consensus protocol is analytically obtained with various communication patterns (for example, directed and delayed communication). As a result, the performance of control system is improved in comparison with the decentralized strategy, and approached to the distributed strategy with sequential timing. Some simulation examples are given to illustrate the efficiency of this approach for the control of irrigation canals modeled by the Lattice Boltzmann method.
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