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
Link To Document :
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