Title :
A technique for analyzing artificial neural network based protective relays
Author :
Sidhu, T.S. ; Sachdev, M.S. ; Mital, L.
Author_Institution :
Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
Power system protection researchers and engineers have suggested a number of relay designs based on the artificial neural networks. This paper presents a technique for analyzing the neural outputs of a multilayer feedforward neural network (MFNN) based relay. The proposed technique is applied to a MFNN based fault direction discriminator
Keywords :
control system analysis; feedforward neural nets; multilayer perceptrons; neurocontrollers; power system control; power system faults; power system protection; power system relaying; relay protection; artificial neural networks; fault direction discriminator; multilayer feedforward neural network; neural outputs analysis; power system relay protection; relay designs;
Conference_Titel :
Developments in Power System Protection, 2001, Seventh International Conference on (IEE)
Conference_Location :
Amsterdam
Print_ISBN :
0-85296-732-2
DOI :
10.1049/cp:20010193
