Fast fault estimation and accommodation for dynamical systems

被引:202
作者
Zhang, K. [1 ]
Jiang, B. [1 ]
Shi, P. [2 ,3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Peoples R China
[2] Univ Glamorgan, Fac Adv Technol, Pontypridd CF37 1DL, M Glam, Wales
[3] Univ S Australia, Sch Math & Stat, Adelaide, SA 5001, Australia
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
STATE-FEEDBACK CONTROL; TOLERANT CONTROL; CONTROLLER; DESIGN; IDENTIFICATION;
D O I
10.1049/iet-cta:20070283
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of fast active fault-tolerant control is studied using adaptive fault diagnosis observer (AFDO). Existence conditions for linear time-invariant system are first introduced to verify whether or not the adaptive observer for fault diagnosis exists. Then a novel fast adaptive fault estimation (FAFE) algorithm is proposed to enhance the performance of fault estimation. Using the on-line obtained fault information, the observer-based fault tolerant controller based on the separation property is designed to compensate for the loss of actuator effectiveness by stabilising the closed-loop system. Furthermore, an extension to a class of nonlinear systems is extensively investigated. Finally, simulation results are presented to illustrate the efficiency of the proposed techniques.
引用
收藏
页码:189 / 199
页数:11
相关论文
共 26 条
[1]  
[Anonymous], 2003, IFAC P, DOI [10.1016/S1474-6670(17)36468-6, DOI 10.1016/S1474-6670(17)36468-6]
[2]  
Basseville Michele, 1993, Detection of abrupt changes: theory and application, V104
[3]  
Berdjag D, 2006, INT J INNOV COMPUT I, V2, P1337
[4]  
Blanke M., 2006, Diagnosis and fault-tolerant control
[5]  
Chen J, 2012, ROBUST MODEL BASED F
[6]   Adaptive actuator fault detection, isolation and accommodation in uncertain systems [J].
Chen, W. ;
Saif, M. .
INTERNATIONAL JOURNAL OF CONTROL, 2007, 80 (01) :45-63
[7]   LMI-based nonlinear fuzzy observer-controller design for uncertain MIMO nonlinear systems [J].
Choi, Han Ho .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (05) :956-971
[8]   State and input estimation for a class of uncertain systems [J].
Corless, M ;
Tu, J .
AUTOMATICA, 1998, 34 (06) :757-764
[9]   A comparison of sliding mode and unknown input observers for fault reconstruction [J].
Edwards, C .
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, :5279-5284
[10]   Sliding mode observers for fault detection and isolation [J].
Edwards, C ;
Spurgeon, SK ;
Patton, RJ .
AUTOMATICA, 2000, 36 (04) :541-553