Zonotopic Fault Detection for Fuzzy Systems With Event-Triggered Transmission

被引:10
|
作者
Wang, Xudong [1 ]
Fei, Zhongyang [1 ]
Qiu, Jianbin [1 ]
Gao, Huijun [1 ]
机构
[1] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150001, Peoples R China
基金
美国国家科学基金会;
关键词
Event-triggered scheme; fault detection; fuzzy systems; zonotopes; ESTIMATION OBSERVER DESIGN; NONLINEAR-SYSTEMS;
D O I
10.1109/TFUZZ.2020.3026028
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article deals with the zonotopic fault detection for fuzzy systems with event-triggered mechanism. An l(1)/h(infinity) fault detector design method is deduced with considering the asynchronous premise variables caused by event-triggered transmission, such that the residual signal is sensitive to system failure while robust to amplitude-bounded disturbance, and noise. Then, a novel zonotopic residual evaluation process is constructed by converting the asynchronization of premise variables into system uncertainties. Different from most published works on event-triggered fault detection where constant thresholds are utilized for residual evaluation, zonotopic thresholds for residual signal are designed with taking the influences of disturbance, noise, asynchronous premise variables, and event-based transmission into consideration. Finally, a numerical example is utilized to verify the effective performance of the developed strategy.
引用
收藏
页码:3734 / 3742
页数:9
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