Applications of Clustering Algorithms in Long-term Load Forecasting (CROSBI ID 570260)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Carević, Sanela ; Capuder, Tomislav ; Delimar, Marko
engleski
Applications of Clustering Algorithms in Long-term Load Forecasting
Load forecasting is one of the critical activities in electric power system planning. This paper presents clustering algorithms and their usage in load forecasting on a case study in Zagreb, Croatia. Load data acquisition is not always being systematically conducted in distribution networks and some data often has to be extrapolated. For such methods to work additional computation and grouping algorithms have to be used in addition to classical trend forecasting methods. Furthermore, the paper emphasizes on load forecasting in areas with no load history.
load forecasting; clustering algorithms; VAI methods
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Podaci o prilogu
688-693.
2010.
objavljeno
Podaci o matičnoj publikaciji
Podaci o skupu
IEEE International Energy Conference and Exibition Energycon 2010
predavanje
18.12.2010-22.12.2010
Manama, Bahrein