DocumentCode :
398883
Title :
Nullor network diagnosis by using multilayer perceptron
Author :
Nenov, Georgi A. ; Sotirov, Sotir N. ; Nenova, Marina G.
Author_Institution :
Higher Sch. of Transp., Sofia, Bulgaria
Volume :
1
fYear :
2003
fDate :
22-24 Sept. 2003
Firstpage :
67
Abstract :
Nullor models of active devices are widely used for simulation of linear active networks. The fault arising of a passive network element causes definite changes of the value parameters (voltages and currents) of active elements - independent voltage and current sources and norators. These changes can be used as indicators for the fault diagnosis of the networks. In the paper, a method for evaluating of these values in or networks is proposed and the results are used for fault diagnosis of networks by using a multilayer perceptron. The investigation of an example network confirms the obtained theoretical results.
Keywords :
active networks; fault diagnosis; fault simulation; multilayer perceptrons; active devices; active elements; fault diagnosis; linear active network; multilayer perceptron; network simulation; or network diagnosis; passive network element; Circuit faults; Concrete; Electrical fault detection; Equations; Fault diagnosis; Multilayer perceptrons; Neural networks; Passive networks; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
EUROCON 2003. Computer as a Tool. The IEEE Region 8
Print_ISBN :
0-7803-7763-X
Type :
conf
DOI :
10.1109/EURCON.2003.1247980
Filename :
1247980
Link To Document :
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