Naslov
Spatial load forecasting on the basis of fuzzy reasoning

Autori
Blagajac, Snježana ; Krajcar, Slavko ; Škrlec, Davor

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

Izvornik
LESCOPE'00 2000 Large Engineering Systems Conference on Power Engineering Conference Proceedings / El-Hawary, M.E. ; etc. - Halifax : Institute of Electrical and Electronics Engineers (IEEE), 2000, 193-197

Skup
LESCOPE'00 2000 Large Engineering Systems Conference on Power Engineering

Mjesto i datum
Halifax, Kanada, 23.07.2000. - 26.07.2000

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
power distribution system planning; spatial load forecasting; fuzzy clustering; fuzzy reasoning

Sažetak
Load forecasting is the foundation for planning of an efficient, reliable and economical distribution system. Forecasting inherently involves dealing with uncertainties. Fuzzy set theory and fuzzy logic provide a way of coping with some of the problems related to power distribution load forecasting. This paper presents research and basic ideas behind the development of a new spatial load forecasting method. The method is based on fuzzy reasoning and application of geographic information system (GIS). Necessary theoretical background of fuzzy rules creation via fuzzy clustering is given. Possibilities of application of such fuzzy model identification to spatial load forecasting are introduced. Selection of input variables affecting a fuzzy model and the role of GIS have also been discussed.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA