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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Y Srinivasa Rao
K L University
Control & Systems Engineering Electrical & Electronics Engineering

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A New Approach for Classification of Fault in Transmission Line with Combination of Wavelet Multi Resolution Analysis and Neural Networks Y Srinivasa Rao; G. Ravi Kumar; G. Kesava Rao
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 8, No 1: March 2017
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (274.32 KB) | DOI: 10.11591/ijpeds.v8.i1.pp505-512

Abstract

An appropriate fault detection and classification of power system transmission line using discrete wavelet transform and artificial neural networks is performed in this paper. The analysis is carried out by applying discrete wavelet transform for obtained fault phase currents. The work represented in this paper are mainly concentrated on classification of fault and this classification is done based on the obtained energy values after applying discrete wavelet transform by taking this values as an input for the neural network. The proposed system and analysis is carried out in Matlab Simulink.
Co-Authors G. Kesava Rao G. Ravi Kumar