Pregled bibliografske jedinice broj: 253175
Load Forecesting in Power Distribution System Using Neural Networks
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: Politechnico di Torino and Canadian Institute World Energy System, 2006. str. 149-152 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 253175 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
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 : Politechnico di Torino and Canadian Institute World Energy System, 2006, 149-152
Skup
THE SIXTH WORLD ENERGY SYSTEM CONFERENCE
Mjesto i datum
Torino, Italija, 10.07.2006. - 12.07.2006
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
