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Pregled bibliografske jedinice broj: 253175

Load Forecesting in Power Distribution System Using Neural Networks


B. Ajzele, M. Stojkov, S: Nikolovski
Load Forecesting in Power Distribution System Using Neural Networks // Proceedings from "The Sixth World Energy System Conferences" Torino, Italy, July 10-12. 2006 / Gianfranco Chicco (ur.).
Torino, Italy: Politechnico di Torino and Canadian Institute World Energy System, 2006. str. 149-152 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Load Forecesting in Power Distribution System Using Neural Networks

Autori
B. Ajzele, M. Stojkov, S: Nikolovski

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings from "The Sixth World Energy System Conferences" Torino, Italy, July 10-12. 2006 / Gianfranco Chicco - Torino, Italy : Politechnico di Torino and Canadian Institute World Energy System, 2006, 149-152

Skup
THE SIXTH WORLD ENERGY SYSTEM CONFERENCE

Mjesto i datum
Torino, Italy, 10-12. July 2006

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Distribution power system; load forecast; neural networks; comparasion; measured values

Sažetak
This paper describes and analyses history data measured in a transformer substation in DSO (Distribution System Operator) Elektra Slavonski Brod, part of Croatian Electricity Board. Prediction process, which is based on neural network logic, uses collected data of two power lines, Ljufina and Grad. Detailed forecasting model is given, based on load-temperature dependence. Neural network behavior in learning and function approximation process is shown with various learning factor and momentum. Comparison graphs are also shown, indicating the relative prediction error between measured and estimated load.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekt / tema
0165116

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Citiraj ovu publikaciju

B. Ajzele, M. Stojkov, S: Nikolovski
Load Forecesting in Power Distribution System Using Neural Networks // Proceedings from "The Sixth World Energy System Conferences" Torino, Italy, July 10-12. 2006 / Gianfranco Chicco (ur.).
Torino, Italy: Politechnico di Torino and Canadian Institute World Energy System, 2006. str. 149-152 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
B. Ajzele, M. Stojkov, S: Nikolovski (2006) Load Forecesting in Power Distribution System Using Neural Networks. U: Gianfranco Chicco (ur.)Proceedings from "The Sixth World Energy System Conferences" Torino, Italy, July 10-12. 2006.
@article{article, year = {2006}, pages = {149-152}, keywords = {Distribution power system, load forecast, neural networks, comparasion, measured values}, title = {Load Forecesting in Power Distribution System Using Neural Networks}, keyword = {Distribution power system, load forecast, neural networks, comparasion, measured values}, publisher = {Politechnico di Torino and Canadian Institute World Energy System}, publisherplace = {Torino, Italy} }