Adaptive fault diagnosis and fault-tolerant control of MIMO nonlinear uncertain systems

被引:43
作者
Zhang, Xiaodong [2 ]
Polycarpou, Marios M. [3 ]
Parisini, Thomas [1 ]
机构
[1] Univ Trieste, Dept Elect & Comp Engn, I-34100 Trieste, Italy
[2] Wright State Univ, Dept Elect Engn, Dayton, OH 45435 USA
[3] Univ Cyprus, KIOS Res Ctr Intelligent Syst & Networks, Dept Elect & Comp Engn, CY-1678 Nicosia, Cyprus
关键词
fault-tolerant control; fault detection; fault isolation; nonlinear adaptive estimators; nonlinear uncertain systems; ACTUATOR FAILURE COMPENSATION; ISOLATION SCHEME; FLIGHT CONTROL; DESIGN;
D O I
10.1080/00207170903580340
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 article presents an integrated fault diagnosis and fault-tolerant control (FTC) methodology for a class of nonlinear multi-input-multi-output systems. Based on the fault information obtained during the diagnostic procedure, an FTC component is designed to compensate for the effect of faults. In the presence of a fault, a baseline controller guarantees the boundedness of all the system signals until the fault is detected. After fault detection and then again after isolation, the controller is reconfigured to improve the tracking performance using online fault diagnostic information. Under certain assumptions, the stability and tracking performances of the closed-loop system are rigorously investigated. It is shown that the system signals always remain bounded and the output tracking error converges to a neighbourhood of the origin of the state space.
引用
收藏
页码:1054 / 1080
页数:27
相关论文
共 31 条
[1]  
[Anonymous], 1999, Neural network control of robot manipulators and nonlinear systems
[2]  
[Anonymous], P IFAC S FAULT DET S
[3]  
[Anonymous], 1995, NONLINEAR ADAPTIVE C
[4]  
Blanke M., 2006, Diagnosis and fault-tolerant control
[5]   Multivariable adaptive algorithms for reconfigurable flight control [J].
Bodson, M ;
Groszkiewicz, JE .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1997, 5 (02) :217-229
[6]   Nonlinear adaptive flight control using neural networks [J].
Calise, AJ ;
Rysdyk, RT .
IEEE CONTROL SYSTEMS MAGAZINE, 1998, 18 (06) :14-25
[7]  
Chen J, 2012, ROBUST MODEL BASED F
[8]   Stable fault-tolerant adaptive fuzzy/neural control for a turbine engine [J].
Diao, YX ;
Passino, KM .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2001, 9 (03) :494-509
[9]   EFFECT OF MODEL UNCERTAINTY ON FAILURE-DETECTION - THE THRESHOLD SELECTOR [J].
EMAMINAEINI, A ;
AKHTER, MM ;
ROCK, SM .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (12) :1106-1115
[10]  
Farrell J., 1993, IEEE Control Systems Magazine, V13, P40, DOI 10.1109/37.214943