Title :
Robust fault detection of uncertain linear systems via quasi-LMIs
Author :
Casavola, Alessandro ; Famularo, Domenico ; Franzè, Giuseppe
Author_Institution :
Dipartimento di Elettronica, Informatica e Sistemistica, Univ. degli Studi della Calabria, Rende, Italy
Abstract :
Optimal H∞ deconvolution filters robust fault detection of uncertain polytopic linear systems subject to unknown input disturbance are described. The filter must be capable to satisfy two sets of H∞ constraints: the first is a disturbance attenuation and decoupling requirement whereas the second expresses the capability of the filter to enhance the fault signals. By means of the projection lemma and congruence transformations, a quasiconvex formulation of the problem is obtained via LMIs. The effectiveness of the design technique is illustrated via a numerical example.
Keywords :
H∞ control; deconvolution; fault location; filtering theory; linear matrix inequalities; linear systems; reliability; robust control; uncertain systems; congruence transformation; disturbance attenuation; optimal H∞ deconvolution filter; projection lemma; quasi-LMI; quasiconvex formulation; robust fault detection; uncertain polytopic linear system; Attenuation; Deconvolution; Fault detection; Linear systems; Nonlinear filters; Reliability engineering; Robustness; Signal generators; Systems engineering and theory; Uncertainty;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470205