Naslov
Identification of fuzzy models for electric distribution network load forecasting

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

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

Izvornik
Proceedings of the IASTED International Conference APPLIED SIMULATION AND MODELLING / Hamza, M. H. - Anaheim (CA) : International Association of Science and Technology for Development (IASTED), 2000, 142-149

Skup
IASTED International Conference APPLIED SIMULATION AND MODELLING ASM 2000

Mjesto i datum
Banff, Kanada, 24.07.2000. - 26.07.2000

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
spatial load forecasting ; fuzzy model identification ; fuzzy clustering

Sažetak
Majority of electric distribution network extensions and reinforcements are required because of new or additional power demands emerging. Load forecasting is the foundation for planning of an efficient, reliable and economical distribution system. Fuzzy set theory and fuzzy logic provide a proper way to deal with some of the problems related to electric distribution network load forecasting. This paper presents the basic ideas behind the development of formal and objective procedure for fuzzy model identification in spatial load forecasting. Fuzzy clustering algorithms as the basis for creation of fuzzy rules have been discussed as well as selection of input variables that affect fuzzy model's output. Illustrative examples are given.

Izvorni jezik
Engleski

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