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Long term electricity consumption forecast in Brazil: A fuzzy logic approach

Authors :
Fabiano Castro Torrini
Fernando Luiz Cyrino Oliveira
José Francisco Moreira Pessanha
Reinaldo Castro Souza
Source :
Socio-Economic Planning Sciences. 54:18-27
Publication Year :
2016
Publisher :
Elsevier BV, 2016.

Abstract

The energy companies are always facing the challenge of producing more accurate load forecasts. A fuzzy logic methodology is proposed in order to extract rules from the input variables and provide Brazil's long-term annual electricity demand forecasts. In recent literature, the formulation of these types of models has been limited to treating the explanatory variables in the univariate form, or involving only the GDP. This study proposes an extension of this model, starting with population and the GDP additional value. The proposed model is compared with the official projections. The obtained results are quite promising.

Details

ISSN :
00380121
Volume :
54
Database :
OpenAIRE
Journal :
Socio-Economic Planning Sciences
Accession number :
edsair.doi...........f7ff4a2e964fdf31cf4c2272132d3f80
Full Text :
https://doi.org/10.1016/j.seps.2015.12.002