Pregled bibliografske jedinice broj: 358451
On Input Vector Representation for the SVR Model of Reactor Core Loading Pattern Critical Parameters
On Input Vector Representation for the SVR Model of Reactor Core Loading Pattern Critical Parameters // 7th International Conference on Nuclear Option in Countries with Small and Medium Electricity Grids - Conference Proceedings / Čavlina, Nikola ; Pevec, Dubravko ; Bajs, Tomislav (ur.).
Zagreb: Hrvatsko nuklearno društvo, 2008. str. S-06.90-1-S-06.90-10 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 358451 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
On Input Vector Representation for the SVR Model of Reactor Core Loading Pattern Critical Parameters
Autori
Trontl, Krešimir ; Pevec, Dubravko ; Šmuc Tomislav
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
7th International Conference on Nuclear Option in Countries with Small and Medium Electricity Grids - Conference Proceedings
/ Čavlina, Nikola ; Pevec, Dubravko ; Bajs, Tomislav - Zagreb : Hrvatsko nuklearno društvo, 2008, S-06.90-1-S-06.90-10
ISBN
978-953-55224-1-6
Skup
7th International Conference on Nuclear Option in Countries with Small and Medium Electricity Grids
Mjesto i datum
Dubrovnik, Hrvatska, 25.05.2008. - 29.05.2008
Vrsta sudjelovanja
Poster
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
support vector regression; loading pattern evaluation
Sažetak
In this paper, recently proposed method for fast evaluation of reactor core loading pattern based on novel machine learning technique, Support Vector Regression - SVR, is analysed in respect of two SVR specific application issues: the input vector structure and the SVR parameter influence. The results of the experiments suggest that input vector structure is of secondary interest, and that focus of the research should be pointed to the adaptation of the SVR mechanism, namely optimization of the SVR parameters, to the requirements imposed by the application of the SVR method for the evaluation of core loading pattern.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Projekti:
036-0361590-1579 - Gospodarenje gorivom standardnih i naprednih nuklearnih reaktora (Pevec, Dubravko, MZO ) ( CroRIS)
098-0982560-2565 - Postupci računalne inteligencije u mjernim sustavima (Marić, Ivan, MZOS ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb,
Institut "Ruđer Bošković", Zagreb
