Artificial Neural Network Based Fault Location For Transmission Lines: Synopsis Of Fault Detection, Classification And Location In Power Transmission Lines

Ayyagari, Suhaas Bhargava; Ayyagari, Suhaas Bhargava

ISBN 10: 3659272981 ISBN 13: 9783659272981
Edité par Lap Lambert Academic Publishing, 2012
Neuf(s) Paperback

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124 pages. 8.66x5.91x0.28 inches. In Stock. N° de réf. du vendeur 3659272981

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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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Détails bibliographiques

Titre : Artificial Neural Network Based Fault ...
Éditeur : Lap Lambert Academic Publishing
Date d'édition : 2012
Reliure : Paperback
Etat : Brand New

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