DocumentCode :
1538409
Title :
Fault isolation filter design for linear time-invariant systems
Author :
Liu, Binfan ; Si, Jennie
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Volume :
42
Issue :
5
fYear :
1997
fDate :
5/1/1997 12:00:00 AM
Firstpage :
704
Lastpage :
707
Abstract :
This paper is concerned with the problem of detecting and isolating multiple faults by a full-order observer of the plant state. We first obtain the fault isolability condition from the dual concept, namely static-state feedback decoupling. A new full-state observer design method is then developed to isolate simultaneous multiple faults. The method can isolate m simultaneous faults with m output measurements (such that the isolability condition is satisfied) under zero initial error of state estimation. Asymptotic fault isolation results can also be obtained using the same observer design if the number of invariant eigenvalues is (n-m), and if they are stable, where n represents the system order, m is the number of faults in the system. In both cases m can be up to the system order n
Keywords :
eigenvalues and eigenfunctions; fault diagnosis; filtering theory; linear systems; observers; state feedback; asymptotic fault isolation; fault isolability condition; fault isolation filter; full-order observer; full-state observer; invariant eigenvalues; linear time-invariant systems; state estimation; static-state feedback decoupling; Design methodology; Eigenvalues and eigenfunctions; Equations; Fault detection; Feedback; Nonlinear filters; Observers; Sensor systems; State estimation; Vectors;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/9.580881
Filename :
580881
Link To Document :
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