Decentralized Fuzzy Fault Estimation Observer Design for Discrete-Time Nonlinear Interconnected Systems

被引:0
作者
Koo, Geun Bum [1 ]
机构
[1] Kongju Natl Univ, Div Elect Elect & Control Engn, Cheonan 31080, South Korea
基金
新加坡国家研究基金会;
关键词
fault estimation; discrete-time nonlinear interconnected system; uncertain interconnections; decentralized fuzzy observer; Takagi-Sugeno fuzzy model; linear matrix inequality; LARGE-SCALE SYSTEMS; STABILIZATION; FILTER;
D O I
10.3390/electronics13091763
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a fault estimation technique is proposed for discrete-time nonlinear interconnected systems with uncertain interconnections. To achieve the fault estimation, the decentralized fuzzy observer is adopted based on the Takagi-Sugeno fuzzy model. Based on the estimation error model with the subsystems of the interconnected system and its decentralized fuzzy observer, the fault estimation condition with H infinity performance is presented. The main idea of this paper is that a novel inequality condition for H infinity performance is used, and the sufficient condition is presented to guarantee the good fault estimation performance. Also, the decentralized fuzzy observer design condition for the fault estimation is converted into linear matrix inequality formats. Finally, a simulation example is provided, and the effectiveness of the proposed fault estimation technique is verified by comparison of the fault estimation performance.
引用
收藏
页数:20
相关论文
共 50 条
[1]   Decentralized Fuzzy Observer Design for Discrete-Time Nonlinear Interconnected Systems with Parametric Uncertainties [J].
Koo G.B. .
Transactions of the Korean Institute of Electrical Engineers, 2022, 71 (02) :424-430
[2]   Robust Fault Estimation Design for Discrete-Time Nonlinear Systems via A Modified Fuzzy Fault Estimation Observer [J].
Xie, Xiang-Peng ;
Yue, Dong ;
Park, Ju H. .
ISA TRANSACTIONS, 2018, 73 :22-30
[3]   Decentralized H∞ Filter Design for Discrete-Time Interconnected Fuzzy Systems [J].
Zhang, Hongbin ;
Dang, Chuangyin ;
Li, Chunguang .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2009, 17 (06) :1428-1440
[4]   Unknown Input Observer-based Distributed Fault Estimation of Discrete-time Nonlinear Interconnected Systems [J].
Xia, Jingping ;
Jiang, Bin ;
Zhang, Ke .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 20 (03) :803-812
[5]   Piecewise Fault Estimation Observer Design for Discrete-Time Takagi-Sugeno Fuzzy Systems [J].
Zhang Ke ;
Jiang Bin ;
Chen Fuyang ;
Yang Xinzhe .
2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, :4182-4187
[6]   Unknown Input Observer-based Distributed Fault Estimation of Discrete-time Nonlinear Interconnected Systems [J].
Jingping Xia ;
Bin Jiang ;
Ke Zhang .
International Journal of Control, Automation and Systems, 2022, 20 :803-812
[7]   New Decentralized Control Design for Interconnected Nonlinear Discrete-Time Systems with Nonlinear Interconnections [J].
Kheloufi, H. ;
Zemouche, A. ;
Bedouhene, F. ;
Bennani, C. ;
Trinh, H. .
2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, :6030-6035
[8]   Decentralized Sampled-Data Fuzzy Observer Design for Nonlinear Interconnected Systems [J].
Koo, Geun Bum ;
Park, Jin Bae ;
Joo, Young Hoon .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (03) :661-674
[9]   Observer based decentralized control for discrete-time fuaay time-delay interconnected systems [J].
Wang, Tao .
Proceedings of 2006 International Conference on Machine Learning and Cybernetics, Vols 1-7, 2006, :595-601
[10]   Reduced-Order Fault Estimation Observer Design for Discrete-Time Systems [J].
Zhang, Ke ;
Jiang, Bin ;
Shi, Peng ;
Shumsky, Alexey .
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, :2959-2964