Title :
An approach for robust FDI in linear systems with polytopic type uncertainty
Author :
Rios-Bolivar, A. ; Acuna, Wilber ; Rivas-Echeverria, F.
Author_Institution :
Dept. de Sist. de Control, Univ. de Los Andes, Merida
Abstract :
This contribution presents a novel approach for robust fault detection and isolation in continuous-time and discrete-time linear systems based-on modified H2/Hinfin performance conditions, which are described as LMIs. In order to synthesize the residual signals, some theoretical results for systems with perturbation signals and subjected to parametric uncertainty are shown. The uncertainty parameters are supposed to belong to a polytope. The extended H2/Hinfin conditions for continuous-time and discrete-time systems are obtained by means of the well known projection lemma. Fault detection and isolation are done by Luenbergerpsilas observer-based multifiltering and one filter is obtained for each fault. Performance of the proposed synthesis technique is illustrated by numerical example.
Keywords :
Hinfin control; continuous time systems; convex programming; discrete time systems; fault diagnosis; filtering theory; linear matrix inequalities; linear systems; observers; robust control; uncertain systems; LMI; Luenberger observer-based multifiltering; continuous-time system; convex optimization; discrete-time system; fault isolation; linear system; modified H2/Hinfin performance conditions; parametric uncertainty; perturbation signals; polytopic type uncertainty; projection lemma; residual signal synthesis; robust fault detection; Automatic control; Fault detection; Fault diagnosis; Filtering; Filters; Hydrogen; Linear systems; Redundancy; Robustness; Uncertainty;
Conference_Titel :
Control and Automation, 2008 16th Mediterranean Conference on
Conference_Location :
Ajaccio
Print_ISBN :
978-1-4244-2504-4
Electronic_ISBN :
978-1-4244-2505-1
DOI :
10.1109/MED.2008.4602007