DocumentCode
3413997
Title
Fault diagnosis for non-minimum phase systems using ℋ∞ optimization
Author
Niemann, Henrik ; Stoustrup, Jakob
Author_Institution
Tech. Univ. of Denmark, Lyngby, Denmark
Volume
6
fYear
2001
fDate
2001
Firstpage
4432
Abstract
The analysis and design algorithms for residual generators for nonminimum phase systems are given. It is shown that the ℋ∞ optimization of residual generators applied directly to systems including nonminimum phase zeros can be very conservative. To remove this conservatism in the ℋ∞ optimization of the residual generators, a factorization of the nonminimum phase system into a minimum phase part and an all-pass factor including the nonminimum phase zeros can be applied. The optimization of the residual generator can then be done with respect to the minimum phase part of the system only. It is shown that the effect from the all-pass factor will not affect the 2-norm of the residual vector
Keywords
H∞ optimisation; fault diagnosis; sensitivity analysis; state-space methods; transfer functions; H∞ optimization; factorization; fault diagnosis; nonminimum phase systems; residual generator; sensitivity functions; state space; transfer function; Algorithm design and analysis; Automation; Buildings; Design methodology; Design optimization; Estimation error; Fault diagnosis; Optimization methods; Parameter estimation; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2001. Proceedings of the 2001
Conference_Location
Arlington, VA
ISSN
0743-1619
Print_ISBN
0-7803-6495-3
Type
conf
DOI
10.1109/ACC.2001.945676
Filename
945676
Link To Document