DocumentCode
116271
Title
ℋ− /ℋ∞ fault detection observer for switched systems
Author
Farhat, Ahmad ; Koenig, Damien
Author_Institution
GIPSA-Lab., Univ. Grenoble Alpes, Grenoble, France
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
6554
Lastpage
6559
Abstract
This paper addresses a method for fault detection (FD) by maximizing the fault to residual sensitivity. It uses the newly developed ℋ- index properties and minimizing the well known ℋ∞ norm for worst case disturbance attenuation. The fault detection problem is formulated as LMI feasibility problem in which a cost function is minimized subject to LMI constraints. This objective is coupled to a transient response specification expressed by eigenvalue assignment formulation. This approach is then studied for both proper and strictly proper systems. Sufficient conditions are also given to enhance the disturbance decoupling. The effectiveness of the proposed approach is shown by a numerical example.
Keywords
H∞ filters; eigenvalues and eigenfunctions; linear matrix inequalities; observers; optimisation; sensitivity analysis; time-varying systems; ℋ- index properties; ℋ-/ℋ∞ fault detection observer; FD; LMI feasibility problem; cost function; disturbance attenuation; disturbance decoupling; eigenvalue assignment formulation; fault detection problem; residual sensitivity; switched systems; transient response specification; Eigenvalues and eigenfunctions; Fault detection; Indexes; Linear matrix inequalities; Observers; Symmetric matrices; Transfer functions; ℋ− index; ℋ∞ norm; LMI; Residual generation; sensitivity fault detection; switched systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7040417
Filename
7040417
Link To Document