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Title: | O uso de técnicas de estatística clássica na identificação da sazonalidade em séries temporais: o caso da demanda de energia elétrica no Rio Grande do Sul |
Other Titles: | The use of classical statistical techniques in the identification of seasonality in time series: the case of electricity demand in Rio Grande do Sul State |
Keywords: | Energia elétrica - Análise da demanda Séries temporais Análise de variância Electricity - Demand analysis Time series Analysis of variance |
Issue Date: | 2021 |
Publisher: | Instituto Federal do Paraná |
Citation: | PEREIRA, T. P. et al. O uso de técnicas de estatística clássica na identificação da sazonalidade em séries temporais: o caso da demanda de energia elétrica no Rio Grande do Sul. Paranaguá, PR, v. 6, n. 3, p. 361-01, 361/12, 2021. DOI: 10.21575/25254782rmetg2021vol6n31666. |
Abstract: | The aim of this paper is to analyze the presence of a seasonal component on the electricity demand in Rio Grande do Sul, considering the three main consumer sections: residential, commercial and industrial. We used monthly data from January 2004 to December 2019 in order to perform some exploratory and descriptive statistical analyses, such as: line and box plots and descriptive measures, in addition to parametric and nonparametric analysis of variance for paired data. A seasonal component was identified in all analyzed time series, and thus models that contemplate this behavior in its modeling process may be considered. |
URI: | http://dx.doi.org/10.21575/25254782rmetg2021vol6n31666 http://repositorio.ufla.br/jspui/handle/1/50658 |
Appears in Collections: | DES - Artigos publicados em periódicos |
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