Artificial Neural Network Based Fault Location For Transmission Lines: Synopsis of Fault Detection, Classification and Location in Power Transmission Lines - Couverture souple

Ayyagari, Suhaas Bhargava

 
9783659272981: Artificial Neural Network Based Fault Location For Transmission Lines: Synopsis of Fault Detection, Classification and Location in Power Transmission Lines
Couverture souple
ISBN 10 : 3659272981 ISBN 13 : 9783659272981
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

This work focuses on detecting, classifying and locating faults on electric power transmission lines. Fault detection, fault classification and fault location have been achieved by using artificial neural networks. Feedforward networks have been employed along with backpropagation algorithm for each of the three phases in the Fault location process. Analysis on neural networks with varying number of hidden layers and neurons per hidden layer has been provided to validate the choice of the neural networks in each step. Simulation results have been provided to demonstrate that artificial neural network based methods are efficient in locating faults on transmission lines and achieve satisfactory performances.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659272981
ISBN 13 
9783659272981
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
non disponible
Personne responsable
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