Distributed Fault Detection for A Class of Heterogeneous Agents with Internal Model Controllers

Wenhao Jia, Jinzhi Wang
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Abstract

In this paper, we investigate distributed fault detection (FD) problem for a group of heterogeneous agents with internal model controllers. In order to avoid utilizing solutions of complicated matrix equations in the fault detection (FD) module, we design a distributed internal model control law with a state estimator additionally, and design observers for the MAS closed-loop system formed by the designed control law to generate residuals to detect the faulty agent, where the observer feedback information just contains itself and its neighbors’ state and state estimate information, then the utilization of solutions of matrix equations is avoided. Finally, a numerical example is utilized to verify effectiveness of the proposed distributed FD scheme, where the faulty agent will be detected in time, and the designed control law will realize cooperative output regulation (COR) if no fault occurs.
一类具有内模控制器的异构智能体的分布式故障检测
本文研究了一类具有内模控制器的异构智能体的分布式故障检测问题。为了避免在故障检测(FD)模块中使用复杂矩阵方程的解,我们设计了一个带有状态估计器的分布式内模控制律,并为由所设计的控制律构成的MAS闭环系统设计观测器来产生残差以检测故障代理,其中观测器反馈信息仅包含自身及其邻居的状态和状态估计信息。这样就避免了对矩阵方程解的利用。最后,通过数值算例验证了所提出的分布式FD方案的有效性,该方案能够及时检测出故障agent,并且在所设计的控制律在不发生故障的情况下实现协同输出调节(COR)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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