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Application of artificial neural network in protective relaying of transmission lines

DSpace at IIT Bombay

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Field Value
 
Title Application of artificial neural network in protective relaying of transmission lines
 
Creator KHAPARDE, SA
KALE, PB
AGARWAL, SH
 
Subject neural nets
power engineering computing
power system protection
power transmission lines
relay protection
 
Description That the artificial neural network (ANN) can perform the pattern classification in excellent fashion is already established in the literature. The authors envisage the relay as a pattern classifying device. This opens a new dimension in relay philosophy which needs wide investigations. Keeping the microprocessor relay framework intact, the authors report the findings about the feasibility of using ANN in protection of transmission lines. The ADALINE model is explored for the application and is found to yield encouraging results. The input variables are quantified over the operating range which eases the arithmetics of the microprocessor. The training is performed in off-line mode and the converged weight matrix is stored for on-line use.
 
Publisher IEEE
 
Date 2008-12-10T06:34:59Z
2011-11-28T08:09:09Z
2011-12-15T09:57:30Z
2008-12-10T06:34:59Z
2011-11-28T08:09:09Z
2011-12-15T09:57:30Z
1991
 
Type Article
 
Identifier Proceedings of the First International Forum on Applications of Neural Networks to Power Systems, Seattle, USA, 23-26 July 1991, 122-125
0-7803-0065-3
10.1109/ANN.1991.213509
http://hdl.handle.net/10054/250
http://dspace.library.iitb.ac.in/xmlui/handle/10054/250
 
Language en