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复杂系统与复杂性科学  2025, Vol. 22 Issue (4): 99-108    DOI: 10.13306/j.1672-3813.2025.04.013
  研究论文 本期目录 | 过刊浏览 | 高级检索 |
基于事件触发的非线性异构多智能体系统容错一致性
王君, 蔡学强
兰州理工大学电气工程与信息工程学院,兰州 730050
Fault Tolerance Consistency of Nonlinear Heterogeneous Multi-agent Systems Based on Event Triggering
WANG Jun, CAI Xueqiang
School of Electrical Engineering and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China
全文: PDF(3467 KB)  
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摘要 针对非线性异构多智能体系统中的执行器故障和外部干扰,提出了一种基于事件触发的容错一致性算法确保系统的一致性。针对跟随者设计了基于状态误差的触发函数,智能体仅在触发特定情况下触发事件,更新并传输采样信息。综合模型变换、矩阵理论和Lyapunov稳定性理论,得出系统达成一致的充分条件,保证了系统的稳定性。考虑非线性环节时基于Lipschitz和范数有界条件处理,并通过线性矩阵不等式(LMI)求解控制增益矩阵。通过Matlab仿真实验验证了所提方法的可行性和有效性。
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王君
蔡学强
关键词 异构多智能体系统执行器加性故障事件触发机制容错一致性    
Abstract:Aiming at actuator faults and external disturbances in nonlinear heterogeneous multi-agent systems, a fault tolerance consistency algorithm based on event triggering is proposed to ensure system consistency. A trigger function based on state error is designed for the follower. The agent only triggers the event in a certain case, updates and transmits the sampled information. By synthesizing model transformation, matrix theory and Lyapunov stability theory, the sufficient conditions for the system to reach agreement are obtained, which ensures the stability of the system. The control gain matrix is solved by linear matrix inequality (LMI) based on Lipschitz and norm bounded conditions when nonlinear elements are considered. The feasibility and effectiveness of the proposed method are verified by Matlab simulation experiments.
Key wordsheterogeneous multi-agent system    actuator failure    event trigger mechanism    fault-tolerant consistency
收稿日期: 2023-09-17      出版日期: 2025-12-10
ZTFLH:  TP273  
基金资助:国家自然科学基金(61463030)
通讯作者: 蔡学强(1998),男,甘肃武威人,硕士研究生,主要研究方向为异构多智能体系统。   
作者简介: 王君(1973),女,山东曲阜人,博士,教授,主要研究方向为动态系统的故障诊断与容错控制等。
引用本文:   
王君, 蔡学强. 基于事件触发的非线性异构多智能体系统容错一致性[J]. 复杂系统与复杂性科学, 2025, 22(4): 99-108.
WANG Jun, CAI Xueqiang. Fault Tolerance Consistency of Nonlinear Heterogeneous Multi-agent Systems Based on Event Triggering[J]. Complex Systems and Complexity Science, 2025, 22(4): 99-108.
链接本文:  
https://fzkx.qdu.edu.cn/CN/10.13306/j.1672-3813.2025.04.013      或      https://fzkx.qdu.edu.cn/CN/Y2025/V22/I4/99
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