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
  • [31] Observer-based Decentralized Fuzzy Control for Discrete-time Nonlinear Large-scale Systems
    Koo, Geun Bum
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2023, 21 (05) : 1670 - 1681
  • [32] Resilient decentralized filtering of interconnected discrete-time systems
    Mahmoud, Magdi S.
    Xia, Yuanqing
    Al-Sunni, Fouad M.
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2013, 350 (05): : 1139 - 1154
  • [33] Resilient Decentralized Stabilization for Interconnected Discrete-Time Systems
    Magdi S. Mahmoud
    Journal of Optimization Theory and Applications, 2010, 145 : 507 - 525
  • [34] Decentralized control in the discrete-time systems with interconnected delays
    Gao, Xin
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 911 - 915
  • [35] Resilient Decentralized Stabilization for Interconnected Discrete-Time Systems
    Mahmoud, Magdi S.
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2010, 145 (03) : 507 - 525
  • [36] Analysis and Design of Robust H∞ Fault Estimation Observer with Finite-Frequency Specifications for Discrete-Time Fuzzy Systems
    Zhang, Ke
    Jiang, Bin
    Shi, Peng
    Xu, Jinfa
    IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (07) : 1225 - 1235
  • [37] Fault Estimation Observer Design for Discrete-Time Takagi-Sugeno Fuzzy Systems Based on Piecewise Lyapunov Functions
    Zhang, Ke
    Jiang, Bin
    Shi, Peng
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (01) : 192 - 200
  • [38] Design of State Observer for Discrete-time Fault Complex Interconnected Networks with Different Nodes
    Wang, Zhanshan
    Cai, Chao
    Wang, Junyi
    Liang, Hongjing
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4373 - 4378
  • [39] Interval observer design for nonlinear discrete-time dynamic systems
    Zhirabok, Alexey
    Zuev, Alexander
    Filaretov, Vladimir
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2024, 38 (06) : 2045 - 2055
  • [40] Observer design for lipschitz nonlinear systems: The discrete-time case
    Zernouche, A.
    Boutayeb, M.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (08) : 777 - 781