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

被引：1
作者：
Koo, Geun Bum [1 ]
机构：
[1] Kongju Natl Univ, Div Elect Elect & Control Engn, Cheonan 31080, South Korea
来源：
ELECTRONICS | 2024年 / 13卷 / 09期
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
[21]   Fault estimation filter design for discrete-time Takagi-Sugeno fuzzy systems [J].
Ding, Da-Wei ;
Du, Xin ;
Xie, Xiangpeng ;
Li, Mo .
IET CONTROL THEORY AND APPLICATIONS, 2016, 10 (18) :2456-2465
[22]   Observer-based integrated robust fault estimation and accommodation design for discrete-time systems [J].
Zhang, Ke ;
Jiang, Bin ;
Shi, Peng .
INTERNATIONAL JOURNAL OF CONTROL, 2010, 83 (06) :1167-1181
[23]   Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems [J].
Li, Linlin ;
Zhang, Haili ;
Ding, Steven X. ;
Qiao, Liang ;
Peng, Kaixiang ;
Peng, Xin .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (04) :1991-2004
[24]   Finite frequency fault estimation observer design for discrete-time liner parameter-varying descriptor Systems [J].
Liu, Yimin ;
Tian, Yayu ;
Chen, Jianliang ;
Chen, Xiaohui .
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, :1972-1979
[25]   An iterative observer-based fault estimation for discrete-time T-S fuzzy systems [J].
Ma, Yongsheng ;
Shen, Mouquan ;
Du, Haiping ;
Ren, Yuesheng ;
Bian, Guangrui .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (06) :1007-1018
[26]   Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems With Sensor Faults [J].
Zhang, Ke ;
Jiang, Bin ;
Ding, Steven X. ;
Zhou, Donghua .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (03) :1691-1700
[27]   Observer-based fuzzy controller design with local nonlinear feedback laws for discrete-time nonlinear systems [J].
Dong, Jiuxiang ;
Song, Xuekui ;
Yang, Guang-Hong .
PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, :4237-4242
[28]   Relaxed Fault Estimation of Discrete-Time Nonlinear System Based on a New Multi-Instant Real-Time Scheduling Fuzzy Observer [J].
Xie, Xiang-Peng ;
Yue, Dong ;
Ahn, Choon Ki .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (09) :5556-5566
[29]   Decentralized Control for a Class of Discrete-time Fuzzy Bilinear Interconnected Large-scale Systems [J].
Song Mingli ;
Zhang Quo .
2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, :3097-3101
[30]   Actuator fault estimation observer design for discrete-time linear parameter-varying descriptor systems [J].
Wang, Zhenhua ;
Rodrigues, Mickael ;
Theilliol, Didier ;
Shen, Yi .
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2015, 29 (02) :242-258
12345