Pregled bibliografske jedinice broj: 71340
Simple power distribution load forecasting method based on fuzzy modelling
Simple power distribution load forecasting method based on fuzzy modelling // Conference Proceedings LESCOPE'01, 2001 Large Engineering Systems Conference on Power Engineering / El-Hawary, M.E. ; etc. (ur.).
Halifax: Institute of Electrical and Electronics Engineers (IEEE), 2001. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 71340 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Simple power distribution load forecasting method based on fuzzy modelling
Autori
Blagajac, Snježana ; Krajcar, Slavko ; Škrlec, Davor
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Conference Proceedings LESCOPE'01, 2001 Large Engineering Systems Conference on Power Engineering
/ El-Hawary, M.E. ; etc. - Halifax : Institute of Electrical and Electronics Engineers (IEEE), 2001
Skup
LESCOPE'01 2001 Large Engineering Systems Conference on Power Engineering
Mjesto i datum
Halifax, Kanada, 01.01.2001. - 13.07.2001
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
power distribution system planning; load forecasting; fuzzy clustering; fuzzy modelling
Sažetak
During the last three and a half decades various load forecasting methods have been created. However, these methods cannot forecast future loads in case of severe lack of data, when only few loads are measured in nonconsecutive years. This paper presents two simple methods developed specially to handle such situation: a simple trending method and a method based on fuzzy modelling. Fuzzy modelling is carried out using subtractive fuzzy clustering algorithm and recursive least-squares estimator. Both load forecasting methods are illustrated by numerical example.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
