Analysis and Design of Robust H∞ Fault Estimation Observer with Finite-Frequency Specifications for Discrete-Time Fuzzy Systems

被引:115
|
作者
Zhang, Ke [1 ]
Jiang, Bin [1 ]
Shi, Peng [2 ,3 ,4 ]
Xu, Jinfa [5 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Jiangsu, Peoples R China
[2] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[4] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
[5] Nanjing Univ Aeronaut & Astronaut, Coll Aerosp Engn, Nanjing 210016, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 澳大利亚研究理事会;
关键词
Discrete-time Takagi-Sugeno (T-S) fuzzy systems; fault detection; fault estimation; finite-frequency specifications; QUADRATIC STABILIZATION; NONLINEAR-SYSTEMS; KYP LEMMA; DOMAIN; ACCOMMODATION; CONSTRAINTS; PERFORMANCE; STABILITY;
D O I
10.1109/TCYB.2014.2347697
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the problem of fault estimation observer design with finite-frequency specifications for discrete-time Takagi-Sugeno (T-S) fuzzy systems. First, for such T-S fuzzy models, an H-infinity fault estimation observer with pole-placement constraint is proposed to achieve fault estimation. Based on the generalized Kalman-Yakubovich-Popov lemma, the given finitefrequency observer possesses less conservatism compared with the design of the entire-frequency domain. Furthermore, the performance of the presented fault estimation observer is further enhanced by adding the degree of freedom. Finally, two examples are presented to illustrate the effectiveness of the proposed strategy.
引用
收藏
页码:1225 / 1235
页数:11
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