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Prediction of System Marginal Prices by Wavelet Transform and Neural Networks.

Authors :
Yao, S. J.
Song, Y. H.
Zhang, L. Z.
Cheng, X. Y.
Source :
Electric Machines & Power Systems; Oct2000, Vol. 28 Issue 10, p983-993, 11p
Publication Year :
2000

Abstract

The electricity supply industry is being restructured worldwide into a competitive market structure in which electricity is produced by generators, transmitted by transmission companies, and distributed by suppliers according to new trading agreements. In this market, System Marginal Price (SMP) plays a very important role. Obviously, an accurate prediction wouldbenefit all market participants involved. In this paper, through comparing the characteristics of the SMP and the load, a novel method based on wavelet transform and neural networks is proposed and tested by the UK pool data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0731356X
Volume :
28
Issue :
10
Database :
Complementary Index
Journal :
Electric Machines & Power Systems
Publication Type :
Academic Journal
Accession number :
3973188
Full Text :
https://doi.org/10.1080/07313560050129855