Event-triggered fault detection for continuous-time networked polynomial-fuzzy-model-based systems

被引:17
作者
Ye, Dan [1 ,2 ]
Li, Xiehuan [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Continuous polynomial fuzzy model; Fault detection; Polynomial event-triggered mechanism; Sum of squares; Mismatched premise membership functions; STABILITY ANALYSIS; DETECTION FILTER; DESIGN; STABILIZATION; DELAY;
D O I
10.1016/j.amc.2019.124729
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The paper deals with the event-triggered fault detection filter design problem for continuous-time networked polynomial-fuzzy-model-based (PFMB) systems. Unlike some existing results, a novel polynomial event-triggered mechanism (PETM) is introduced to reduce the network resource occupancy. Moreover, the resultant event-triggered conditions are checked only at each sampling instant. A polynomial fault detection filter (PFDF), whose membership functions (MFs) and fuzzy rules are different from the considered PFMB systems, is designed to ensure the augmented PFMB fault detection system is asymptotically stable with H-infinity performance. The communication delay in communication network transmission is also considered. By adopting an appropriate Lyapunov-Krasovskii (L-K) functional, the sum of square (SOS)-based design conditions are less conservative and time-delay dependent. Two examples are used to demonstrate the effectiveness of the proposed method. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页数:16
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