DocumentCode
3453421
Title
Fault Prediction for Dynamic Systems with State-Dependent Faults
Author
Xu, Guibin ; Zhou, Donghua
Author_Institution
Dept. of Autom., Tsinghua Univ., Beijing, China
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
207
Lastpage
210
Abstract
This paper is concerned with the fault prediction problem for a class of systems with state-dependent faults. we first bring forward the idea of separating the internal stimulated faults from the external stimulated ones. The fault is modeled as the product of the external and internal stimulation sources. A State Dependent Fault Prediction (SDFP) recursive algorithm is proposed to solve this problem. Simulation results validate the effectiveness of the proposed method.
Keywords
fault diagnosis; nonlinear dynamical systems; recursive estimation; dynamic systems; fault prediction; recursive algorithm; state dependent fault prediction; Automatic control; Automation; Control systems; Fault detection; Fault diagnosis; Humidity; Industrial accidents; Linear systems; Prediction algorithms; Temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4244-5543-0
Type
conf
DOI
10.1109/ICICIC.2009.206
Filename
5412198
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