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具有执行器故障的非线性分数阶多智能体系统的重置事件触发自适应模糊一致性

Reset Event-Triggered Adaptive Fuzzy Consensus for Nonlinear Fractional-Order Multiagent Systems With Actuator Faults.

作者信息

Wang Liqi, Dong Jiuxiang

出版信息

IEEE Trans Cybern. 2023 Mar;53(3):1868-1879. doi: 10.1109/TCYB.2022.3163528. Epub 2023 Feb 15.

DOI:10.1109/TCYB.2022.3163528
PMID:35442899
Abstract

This article studies the problem of event-triggered adaptive fault-tolerant fuzzy output feedback consensus tracking control for nonlinear fractional-order multiagent systems with actuator failures under a directed graph. Considering the fact that the actual system works near the equilibrium point most of the time, a novel dynamic event-triggering strategy with the reset mechanism is proposed, where the dynamic threshold can be actively adjusted according to the preset conditions, so that the resource utilization can be further reduced. Based on an improved event-based consensus error, the state estimator about the derivative of reference trajectory and the adaptive law about the information of graph are constructed, which makes distributed consensus tracking control achieved without obtaining global information. Then, by introducing two adaptive compensating terms to deal with actuator failures and event-triggered measurement errors, it is shown in the sense of fractional-order stability criterion that tracking errors can converge to a compact set even if the fault parameters and modes are completely unknown. Finally, the correctness of the presented method is verified by a simulation example.

摘要

本文研究了具有执行器故障的非线性分数阶多智能体系统在有向图下的事件触发自适应容错模糊输出反馈一致性跟踪控制问题。考虑到实际系统大部分时间在平衡点附近工作,提出了一种具有重置机制的新型动态事件触发策略,其中动态阈值可根据预设条件主动调整,从而进一步降低资源利用率。基于改进的基于事件的一致性误差,构建了关于参考轨迹导数的状态估计器和关于图信息的自适应律,使得在不获取全局信息的情况下实现分布式一致性跟踪控制。然后,通过引入两个自适应补偿项来处理执行器故障和事件触发测量误差,从分数阶稳定性准则的意义上表明,即使故障参数和模式完全未知,跟踪误差也能收敛到一个紧致集。最后,通过仿真例子验证了所提方法的正确性。

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