Modelagem de Curvas Típicas de Demanda Elétrica Utilizando Dados Climáticos
(Modeling Typical Power Demand Curves Using Climatic Data)
Marthielo Santos Marques (marthielo@cermissões.com.br)1, Fátima Cibele Soares (firstname.lastname@example.org)2, Jumar Luís Russi (email@example.com)2
1Cooperativa/Permissionária de Geração e Distribuição de Energia Elétrica: CERMISSOES2Universidade Federal do Pampa
This paper appears in: Revista IEEE América Latina
Publication Date: July 2016
Volume: 14, Issue: 7
This paper presents a methodology for modeling typical power demand curves and shows the influence of climatic data as a deterministic factor for this characterization by using Artificial Neural Networks. The methodology presented was applied on real data, what made possible to obtain typical curves with a high degree of accuracy in forecasting demand curves. By means of the investigation carried out it can be seen the closest relationship between climatic data and electric power demand. Furthermore, a comparison between the proposed methodology and the kVAs method is presented.
Power Demand Curve, Power Systems, Systems Modeling
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