DocumentCode
3222318
Title
Fault isolation and identification based on adaptive parameter intervals for nonlinear dynamic systems
Author
Li, Zetao ; Dahhou, Boutaieb
Author_Institution
Electr. Eng. Coll., Guizhou Univ., Guiyang, China
fYear
2010
fDate
9-11 June 2010
Firstpage
1525
Lastpage
1530
Abstract
A fault isolation and identification method for nonlinear dynamic systems is proposed. The method is based on parameter intervals with adaptive thresholds. Its isolation speed is fast. It provides immediately the estimate of the system faulty parameter value after the fault isolation. The superior and inferior bounds of the faulty parameter are also given. Along with the operations of the correspondent adaptive observer, the estimate of the system faulty parameter becomes more and more precise.
Keywords
adaptive systems; nonlinear dynamical systems; observers; adaptive observer; adaptive parameter intervals; fault identification; fault isolation; nonlinear dynamic systems; system faulty parameter value estimation; Adaptive filters; Automatic control; Control systems; Estimation error; Fault detection; Fault diagnosis; Nonlinear control systems; Nonlinear dynamical systems; Observers; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location
Xiamen
ISSN
1948-3449
Print_ISBN
978-1-4244-5195-1
Electronic_ISBN
1948-3449
Type
conf
DOI
10.1109/ICCA.2010.5524445
Filename
5524445
Link To Document