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Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecasting.

Authors :
Catalao, J. P. S.
Pousinho, H. M. I.
Mendes, V. M. F.
Source :
IEEE Transactions on Power Systems; 02/01/2011, Vol. 26 Issue 1, p137-144, 8p
Publication Year :
2011

Abstract

A novel hybrid approach, combining wavelet transform, particle swarm optimization, and adaptive-network-based fuzzy inference system, is proposed in this paper for short-term electricity prices forecasting in a competitive market. Results from a case study based on the electricity market of mainland Spain are presented. A thorough comparison is carried out, taking into account the results of previous publications. Finally, conclusions are duly drawn. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08858950
Volume :
26
Issue :
1
Database :
Complementary Index
Journal :
IEEE Transactions on Power Systems
Publication Type :
Academic Journal
Accession number :
57542834
Full Text :
https://doi.org/10.1109/TPWRS.2010.2049385