Fault detection and isolation using relative information for multi-agent systems

被引:15
|
作者
Bai, Yuqi [1 ]
Wang, Jinzhi [1 ]
机构
[1] Peking Univ, Coll Engn, Dept Mech & Engn Sci, State Key Lab Turbulence & Complex Syst, Beijing 100871, Peoples R China
关键词
Fault detection and isolation; Multi-agent system; Unknown input observer; Relative information; LINEAR-SYSTEMS; CONSENSUS; OBSERVERS; NETWORK; DIAGNOSIS; DESIGN; AGENTS;
D O I
10.1016/j.isatra.2021.01.030
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study fault detection and isolation of multi-agent systems existing fault signals. Based upon the designing idea of unknown input observer, we proposed an innovative fault detection and isolation strategy. When the existence conditions are satisfied, the observer can be constructed using only relative information. A threshold logic and the corresponding algorithm are presented to detect and isolate the agent suffering from fault. Furthermore, a distributed implementation of our method is provided which helps to reduce the observer dimensions and simplify the design procedure. Practical simulations are given to demonstrate the validity of the theoretic results. (C) 2021 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:182 / 190
页数:9
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