Robust fault detection of uncertain linear systems via quasi-LMIs

被引：65

作者：

Casavola, Alessandro ^{[1
]}

Famularo, Domenico ^{[2
]}

Franze, Giuseppe ^{[1
]}

机构：

[1] Univ Calabria, I-87036 Arcavacata Di Rende, CS, Italy

[2] Univ Mediterranea Reggio Calabria, I-89100 Reggio Di Calabria, Italy

来源：

AUTOMATICA | 2008年 / 44卷 / 01期

关键词：

robust fault detection; polytopic uncertainty; linear matrix inequalities;

D O I：

10.1016/j.automatica.2007.05.010

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A novel H-infinity deconvolution filter design method is discussed for fault detection of uncertain polytopic linear systems subject to unknown inputs. The enhancement of fault sensitivity is characterized in terms of an H_ index. By means of the Projection Lemma and Congruence Transformations, a quasi-convex LMI formulation of the design problem is obtained. The effectiveness of the filter is illustrated via a numerical example. (c) 2007 Elsevier Ltd. All rights reserved.

引用

页码：289 / 295

页数：7

共 14 条

[1] Boyd S., 1994, ser. Studies in Applied Mathematics
[2] BOYD SP, 1991, LINEAR CONTROLLER DE
[3] A robust deconvolution scheme for fault detection and isolation of uncertain linear systems:: an LMI approach
Casavola, A
Famularo, D
Franzè, G
[J]. AUTOMATICA, 2005, 41 (08) : 1463 - 1472
[4] Chen J., 2012, Robust model-based fault diagnosis for dynamic systems, VVol. 3
[5] Robust pole placement in LMI regions
Chilali, M
Gahinet, P
Apkarian, P
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (12) : 2257 - 2270
[6] FREQUENCY-DOMAIN APPROACH TO OPTIMALLY ROBUST RESIDUAL GENERATION AND EVALUATION FOR MODEL-BASED FAULT-DIAGNOSIS
FRANK, PM
DING, XC
[J]. AUTOMATICA, 1994, 30 (05) : 789 - 804
[7] Survey of robust residual generation and evaluation methods in observer-based fault detection systems
Frank, PM
Ding, X
[J]. JOURNAL OF PROCESS CONTROL, 1997, 7 (06) : 403 - 424
[8] Gertler J., 1998, FAULT DETECTION DIAG
[9] An LMI approach to minimum sensitivity analysis with application to fault detection
Liu, J
Wang, JL
Yang, GH
[J]. AUTOMATICA, 2005, 41 (11) : 1995 - 2004
[10] Rambeaux F, 2000, INT J ROBUST NONLIN, V10, P1155, DOI 10.1002/1099-1239(20001215)10:14<1155::AID-RNC521>3.0.CO

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