Robust fault detection and diagnosis for uncertain nonlinear systems

被引:0
|
作者
Wang Wei [1 ]
Hameed, Tahir [1 ]
Ren Zhang [1 ]
Zhou Kemin [2 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Louisiana State Univ, Dept Elect & Comp Engn, Baton Rouge, LA 70803 USA
基金
中国国家自然科学基金;
关键词
nonlinear system; robust fault detection and diagnosis; singular value; flight control system; OBSERVER;
D O I
暂无
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 considers robust fault detection and diagnosis for input uncertain nonlinear systems. It proposes a multi-objective fault detection criterion so that the fault residual is sensitive to the fault but insensitive to the uncertainty as much as possible. Then the paper solves the proposed criterion by maximizing the smallest singular value of the transformation from faults to fault detection residuals while minimizing the largest singular value of the transformation from input uncertainty to the fault detection residuals. This method is applied to an aircraft which has a fault in the left elevator or rudder. The simulation results show the proposed method can detect the control surface failures rapidly and efficiently.
引用
收藏
页码:1031 / 1036
页数:6
相关论文
共 50 条
  • [31] Robust Fault Diagnosis Observer Design for Uncertain Switched Systems
    Dongsheng Du
    Yue Yang
    Huanyu Zhao
    Yushun Tan
    [J]. International Journal of Control, Automation and Systems, 2020, 18 : 3159 - 3166
  • [32] Robust state estimation and fault diagnosis for uncertain hybrid systems
    Wang, Wenhui
    Zhou, D. H.
    Li, Zhengxi
    [J]. NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2006, 65 (12) : 2193 - 2215
  • [33] A robust algebraic approach to fault diagnosis of uncertain linear systems
    Ali, Abdouramane Moussa
    Join, Cedric
    Hamelin, Frederic
    [J]. 2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 1557 - 1562
  • [34] A fault detection scheme for distributed nonlinear uncertain systems
    Ferrari, Riccardo M. G.
    Parisini, Thomas
    Polycarpou, Marios M.
    [J]. Proceedings of the 2006 IEEE International Conference on Intelligent Control, 2006, : 508 - 513
  • [35] Robust Fault Diagnosis for Linear Time Invariant Uncertain Systems
    Li, Jingjing
    Zhou, Kemin
    Ren, Zhang
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 1170 - +
  • [36] Robust Fault Diagnosis Observer Design for Uncertain Switched Systems
    Du, Dongsheng
    Yang, Yue
    Zhao, Huanyu
    Tan, Yushun
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2020, 18 (12) : 3159 - 3166
  • [37] Robust fault detection in uncertain nonlinear systems via a second order sliding mode observer
    Chen, W
    Saif, I
    [J]. PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 573 - 578
  • [38] Robust fault detection for a class of uncertain switched nonlinear systems via the state updating approach
    Xiang, Weiming
    Xiao, Jian
    Iqbal, Muhammad Naveed
    [J]. NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2014, 12 : 132 - 146
  • [39] Robust fault diagnosis and fault-tolerant control for uncertain multiagent systems
    Yao, Lina
    Wu, Yawei
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (18) : 8192 - 8205
  • [40] Fault detection for robust control systems with uncertain system matrices
    Suzuki, K
    Tian, C
    Fujii, T
    [J]. SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5, 2002, : 1764 - 1769