Pregled bibliografske jedinice broj: 602143
Load forecasting in power distribution system using neural networks
Load forecasting in power distribution system using neural networks // Proceedings of The Sixth World Energy System Conference, Torino, Italy, July 10-12, 2006., Session A4 Transmission and distribution system analysis
Torino, Italija, 2006. str. 149-152 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 602143 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Load forecasting in power distribution system using neural networks
Autori
Ajzele, Branko ; Nikolovski, Srete ; Stojkov, Marinko
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of The Sixth World Energy System Conference, Torino, Italy, July 10-12, 2006., Session A4 Transmission and distribution system analysis
/ - , 2006, 149-152
Skup
The Sixth World Energy System Conference, Torino, Italy, July 10-12, 2006., Session A4 Transmission and distribution system analysis
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 network; comparison; 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
Ustanove:
Strojarski fakultet, Slavonski Brod
