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Multi-agent based federated control of a class of nonlinear systems

机译:一类非线性系统的基于多智能体的联合控制

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This paper introduces the general framework of an agent-based federated control motivated by the political structure where partially self-governing states are united by a federal government. A multi-agent based federated control system is composed of local autonomous subsystems (agent-based controllers) that cooperate to provide an overall large-scale system behavior. In this concept, each agent-based controller maintains its own control law for its local stability, and has partial observations of the state of other agents via communication networks. Each agent also locally executes a control law to satisfy the performance requirements at the overall system level. For implementation, we consider the class of mildly nonlinear systems. Overall large scale system stability is analyzed using the Lyapunov's method. Simulation results are presented on the general architecture of controller and the subsystem connectivity for local and global stability.
机译:本文介绍了由政治结构推动的基于代理人的联邦控制的一般框架,在这种结构中,部分自治州由联邦政府联合起来。基于多代理程序的联邦控制系统由本地自治子系统(基于代理程序的控制器)组成,这些子系统协作以提供总体的大规模系统行为。在此概念中,每个基于代理的控制器都为其局部稳定性维护自己的控制律,并通过通信网络对其他代理的状态进行部分观察。每个代理程序还本地执行控制法律,以满足整个系统级别的性能要求。为了实现,我们考虑了轻度非线性系统的类别。使用Lyapunov方法分析了大型系统的整体稳定性。仿真结果介绍了控制器的总体架构以及子系统的局部和全局稳定性。

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