Title :
Nonlinear filter design for fault diagnosis: application to the three-tank system
Author :
Join, Cedric ; Ponsart, J.-C. ; Sauter, Dominique ; Theilliol, Didier
Author_Institution :
Centre de Recherche en Automatique de Nancy, CNRS UMR, Vandoeuvre, France
Abstract :
The problem of fault detection and isolation in a nonlinear framework is addressed. A systematic method that ensures the synthesis of asymptotic nonlinear filters is proposed for residual generation. In order to show the effectiveness of the proposed approach, each theoretical step is illustrated by means of simulations. The example of a three-tank system is then experimentally considered to verify the validity of our approach.
Keywords :
fault diagnosis; filtering theory; nonlinear control systems; nonlinear filters; asymptotic nonlinear filter design; fault detection; fault diagnosis; three-tank system;
Journal_Title :
Control Theory and Applications, IEE Proceedings
DOI :
10.1049/ip-cta:20041124