I just want to know who has first used the artificial neural networks (ANN) to detect and/or locate faults in electrical networks
.
this review article gives pointers to the litterature up to 1991 ...
An Overview of Transmission Line Protection by Artificial Neural Network: Fault Detection, Fault Classification, Fault Location, and Fault Direction Discrimination
Anamika Yadav and Yajnaseni Dash
Advances in Artificial Neural Systems
Volume 2014 (2014)
http://www.hindawi.com/journals/aans/2014/230382/
.
Dear Fabrice Clerot;
Thank you very much for your contribution, However, the article in this link: http://www.dte.us.es/investigacion/teii/delfos/articulos/1990-04.pdf
was published in 1990..
I want really go to the starting point
Hi... not for electrical network diagnosis, but maybe the first work for fault detection by using neural networks:
Ungar L. H. and B. A. Powell, 1988, ‘‘Fault Diagnosis Using Non-linear Adaptive Networks’’
Actually failure detection is a relatively new application of neural networks.
It is a very interesting question. I have a similar research interest.
I use cascade forward neural network for fault prediction in electrical systems or smart grid.
Do you know about cascade forward neural network applications for fault prediction in electrical systems or smart grid?
Dear Francesco Bonanno I haven’t work with this type of ANN, Can you tell me what favorise it’s use to fault prediction?
- Badges
- Science topic
- Similar topics
- Computer Communications (Networks)
- Simulators