On observer-based fault detection for nonlinear systems

被引:63
作者
Yang, Ying [1 ]
Ding, Steven X. [2 ]
Li, Linlin [2 ]
机构
[1] Peking Univ, State Key Lab Turbulence & Complex Syst, Dept Mech & Engn Sci, Beijing 100871, Peoples R China
[2] Univ Duisburg Essen, Fac Engn, Inst Automat Control & Complex Syst AKS, D-47057 Duisburg, Germany
基金
中国国家自然科学基金;
关键词
Fault detection; Nonlinear observer-based residual generation; Input-output stability; DETECTION FILTER DESIGN; TOLERANT CONTROL; LPV SYSTEMS; DIAGNOSIS; STABILIZATION;
D O I
10.1016/j.sysconle.2015.05.004
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 analysis and integrated design of observer-based fault detection (FD) for nonlinear systems. To gain a deeper insight into the observer-based FD framework, definitions and existence conditions for nonlinear observer-based FD systems are studied first. Then, a scheme for an integrated design of observer-based FD systems for affine nonlinear systems is proposed. Our work is considerably inspired by the study on input-output stability and stabilization of nonlinear systems. Examples are given at the end of the paper to illustrate the theoretical results. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:18 / 25
页数:8
相关论文
共 35 条
[21]   Fault detection for uncertain fuzzy systems: An LMI approach [J].
Nguang, Sing Kiong ;
Shi, Peng ;
Ding, Steven .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (06) :1251-1262
[22]   BOUNDED-INPUT BOUNDED-OUTPUT STABILIZATION OF NONLINEAR-SYSTEMS USING STATE DETECTORS [J].
PAN, DJ ;
HAN, ZZ ;
ZHANG, ZJ .
SYSTEMS & CONTROL LETTERS, 1993, 21 (03) :189-198
[23]   LMI-based sensor fault diagnosis for nonlinear Lipschitz systems [J].
Pertew, A. M. ;
Marquez, H. J. ;
Zhao, Q. .
AUTOMATICA, 2007, 43 (08) :1464-1469
[24]  
SELIGER R, 1991, PROCEEDINGS OF THE 30TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-3, P2248, DOI 10.1109/CDC.1991.261547
[25]   Output-to-state stability and detectability of nonlinear systems [J].
Sontag, ED ;
Wang, Y .
SYSTEMS & CONTROL LETTERS, 1997, 29 (05) :279-290
[26]   SMOOTH STABILIZATION IMPLIES COPRIME FACTORIZATION [J].
SONTAG, ED .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1989, 34 (04) :435-443
[27]   A smooth Lyapunov function from a class-KL estimate involving two positive semidefinite functions [J].
Teel, AR ;
Praly, L .
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2000, 5 :313-367
[28]  
Van Der Lee A. M., 2000, Conference Digest. 2000 International Quantum Electronics Conference (Cat. No.00TH8504), DOI 10.1109/IQEC.2000.907797
[29]   ON THE STABILIZATION OF NON-LINEAR SYSTEMS USING STATE DETECTION [J].
VIDYASAGAR, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1980, 25 (03) :504-509
[30]   Nonlinear system fault diagnosis based on adaptive estimation [J].
Xu, AP ;
Zhang, QH .
AUTOMATICA, 2004, 40 (07) :1181-1193