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Fault Detection and Classification on a Transmission Line using Wavelet Multi Resolution Analysis and Neural Network
by
Mamta Patel,
R. N. Patel
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 47 - Number 22 |
| Year of Publication: 2012 |
| Authors: Mamta Patel, R. N. Patel |
10.5120/7489-0543
|
Mamta Patel, R. N. Patel . Fault Detection and Classification on a Transmission Line using Wavelet Multi Resolution Analysis and Neural Network. International Journal of Computer Applications. 47, 22 ( June 2012), 27-33. DOI=10.5120/7489-0543
@article{
10.5120/7489-0543,
author = {
Mamta Patel,
R. N. Patel
},
title = { Fault Detection and Classification on a Transmission Line using Wavelet Multi Resolution Analysis and Neural Network },
journal = {
International Journal of Computer Applications
},
issue_date = { June 2012 },
volume = { 47 },
number = { 22 },
month = { June },
year = { 2012 },
issn = { 0975-8887 },
pages = {
27-33
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume47/number22/7489-0543/
},
doi = { 10.5120/7489-0543 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:42:33.014212+05:30
%A Mamta Patel
%A R. N. Patel
%T Fault Detection and Classification on a Transmission Line using Wavelet Multi Resolution Analysis and Neural Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 47
%N 22
%P 27-33
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Transmission and distribution lines are vital links between generating units and consumers. They are exposed to atmosphere, hence chances of occurrence of fault in transmission line is very high, which has to be immediately taken care of in order to minimize damage caused by it. In this paper discrete wavelet transform of voltage signals at the two ends of the transmission lines have been analyzed. Transient energies of detail information for two consecutive data windows at fault are used for analysis. Four layer feed forward back propagation neural networks are designed to classify and locate the fault at different single line to ground fault conditions.
References
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Index Terms
Computer Science
Information Sciences
Keywords