Artificial Neural Network Based Fault Location For Transmission Lines | Synopsis of Fault Detection, Classification and Location in Power Transmission Lines

Publisher

LAP LAMBERT Academic Publishing

Publication Date

2012

Language

English

ISBN 10

3659272981

ISBN 13

9783659272981

Binding

Taschenbuch

Condition

Neu

Dimensions

Weight

203 grams

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About this title

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.

About the Author

Born in AP, India, he pursued his bachelors degree in the field of Electronics and Communication in Coimbatore, India. He earned his MS degree in Electrical Engineering from Univ. of Kentucky in 2011. His interests include Smart Grid, Power & Energy Engineering and is currently with the Physical Modeling team at The MathWorks, Boston, MA.

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