Fault Detection and Isolation for State Affine Systems

被引:40
作者
Hammouri, H. [1 ]
Kinnaert, M. [2 ]
El Yaagoubi, E. H. [3 ]
机构
[1] Univ Lyon 1, LAGEP, F-69622 Villeurbanne, France
[2] Univ Libre Brussels, Lab Automat, Brussels, Belgium
[3] ENSEM, Casablanca, Morocco
关键词
Fault detection and isolation; Non-linear observer; Residual generator; State affine system;
D O I
10.1016/S0947-3580(98)70095-0
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 residual generation for fault detection and isolation (FDI) in state affine systems is studied. Sufficient conditions for the existence of a solution are presented, and the connection with the geometric theory of FDI for linear systems is emphasised. Kalman-like time-varying observers are used for the synthesis of the residual generators. The theoretical results are illustrated by simulations of diagnosis systems for a chemical reactor and a distillation column.
引用
收藏
页码:2 / 16
页数:15
相关论文
共 27 条
[1]  
Beard RV, 1986, THESIS MIT CAMBRIDGE
[2]  
Bornard G, 1981, MODELISATION DYNAMIQ, V1
[3]  
Bornard G., 1988, LECT NOTES CONTROL I, P130
[4]   FAULT-DIAGNOSIS IN DYNAMIC-SYSTEMS USING ANALYTICAL AND KNOWLEDGE-BASED REDUNDANCY - A SURVEY AND SOME NEW RESULTS [J].
FRANK, PM .
AUTOMATICA, 1990, 26 (03) :459-474
[5]  
Gauthier JP, RAIRO APII, V21
[6]   NONLINEAR OBSERVERS FOR CHEMICAL REACTORS [J].
GIBONFARGEOT, AM ;
HAMMOURI, H ;
CELLE, F .
CHEMICAL ENGINEERING SCIENCE, 1994, 49 (14) :2287-2300
[7]  
Hammouri H, 1994, P 33 IEEE C DEC CONT, P1548
[8]   MINIMAL ORDER STATE OBSERVERS FOR BILINEAR SYSTEMS [J].
HARA, S ;
FURUTA, K .
INTERNATIONAL JOURNAL OF CONTROL, 1976, 24 (05) :705-718
[9]   NONLINEAR CONTROLLABILITY AND OBSERVABILITY [J].
HERMANN, R ;
KRENER, AJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1977, 22 (05) :728-740
[10]  
JONES HL, 1973, THESIS MIT CAMBRIDGE