DocumentCode :
3439321
Title :
Robust fault detection filter design for uncertain switched systems with adaptive threshold setting
Author :
Abdo, Ali ; Ding, Steven X. ; Damlakhi, Waseem ; Saijai, Jedsada
Author_Institution :
Inst. for Autom. Control & Complex Syst. (AKS), Univ. of Duisburg, Essen, Germany
fYear :
2011
fDate :
12-15 Dec. 2011
Firstpage :
5467
Lastpage :
5472
Abstract :
In this paper, the fault detection (FD) problem of uncertain discrete-time switched systems under the constrained switching law and external disturbances is addressed. In the multiple Lyapunov functions (MLF) framework with ℋ-/ℋ performance index, a robust fault detection filter (RFDF) is designed in order to generate a residual signal which is sensitive to the faults and robust against the disturbances. The design method is formulated to be solved by linear matrix inequality (LMI) technique. The main contribution in this paper is to improve the performance of the FD for switched systems by considering switch detection logics. The design of the RFDF is based on the local performance index of each subsystem. An adaptive threshold is set based on both, the bounds of disturbances and the individual performance index for each subsystem.
Keywords :
Lyapunov matrix equations; adaptive filters; discrete time filters; fault diagnosis; linear matrix inequalities; performance index; robust control; uncertain systems; RFDF design; adaptive threshold setting; constrained switching law; fault detection problem; linear matrix inequality technique; local performance index; multiple Lyapunov function; performance index; residual signal; robust fault detection filter design; switch detection logics; uncertain discrete time switched system; uncertain switched system; Fault detection; Performance analysis; Robustness; Switched systems; Switches; Uncertainty; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
ISSN :
0743-1546
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2011.6161111
Filename :
6161111
Link To Document :
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