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

fYear

2001

fDate

2001

Firstpage

438

Lastpage

441

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;

fLanguage

English

Publisher

iet

Conference_Titel

Developments in Power System Protection, 2001, Seventh International Conference on (IEE)

Conference_Location

Amsterdam

ISSN

0537-9989

Print_ISBN

0-85296-732-2

Type

conf

DOI

10.1049/cp:20010193

Filename

929357

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3185867