The Short-Term Load Forecasting Based on Rough Set

Abstract:

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Short-term load forecasting in power system is an important daily work in Dispatch Operation Department of Power System. The level of forecasting accuracy directly affects the operating economy and supply quality of power system.This paper adopts the rough sets to forecast short-term load. It designs an overall structure of forecasting the short-term load based on the rough sets, applies the rough sets to analyze the importance of attribute of each condition on decision-making attribute and then gets a reduced forecasting system, lists examples to forecast short-term load on the basis of the real historical data, and compare the results with the traditional decision-making tree algorithm. The results of this study prove that the rough sets is much practical in short-term load forecasting.

Info:

Periodical:

Advanced Materials Research (Volumes 383-390)

Edited by:

Wu Fan

Pages:

5023-5027

DOI:

10.4028/www.scientific.net/AMR.383-390.5023

Citation:

Z. X. Pi et al., "The Short-Term Load Forecasting Based on Rough Set", Advanced Materials Research, Vols. 383-390, pp. 5023-5027, 2012

Online since:

November 2011

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Price:

$35.00

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