DocumentCode
2473845
Title
Petri nets modeling of condenser fault diagnosis based on information entropy
Author
Han, Xiaojuan ; Liu, Jihong ; Xu, Daping ; Li, Junfeng
Author_Institution
Dept. of Autom., North China Electr. Power Univ., Beijing
fYear
2008
fDate
25-27 June 2008
Firstpage
6021
Lastpage
6026
Abstract
A new method of information theory technology combining with Petri nets was put forward to set up condenser fault diagnosis Petri nets modeling of multi-sensor fusion system in this paper by its operating characteristic. The information entropy is regarded as the standard of reduction to decrease uncertainty between faults and symptoms using the property with maximum information gains to set up optimal Petri nets modeling and then minimum diagnosis rules can be gained from fault symptoms. Discuss transition firing algorithm of Petri nets and set up corresponding correlation matrix, condenser fault diagnosis can be realized by simple matrix operators. In the end of this paper two practical condenser fault examples are used to verify it available. The simulation results are shown that the optimal Petri nets modeling can be gained by information entropy with the ability of rapid parallel reasoning and an intuitionist display as well as accurate diagnosis.
Keywords
Petri nets; condensers (steam plant); entropy; fault diagnosis; matrix algebra; sensor fusion; condenser fault diagnosis; correlation matrix; information entropy; information theory technology; multi-sensor fusion system; optimal Petri nets modeling; transition firing algorithm; Automation; Fault diagnosis; Forward contracts; Information entropy; Information theory; Intelligent control; Mathematical model; Petri nets; Power system modeling; Uncertainty; Fault diagnosis; Information entropy; Petri Nets Modeling; Property reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4592855
Filename
4592855
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