Electricity consumption forecasting in Brazil: A spatial econometrics approach

J de Assis Cabral, LFL Legey, MV de Freitas Cabral - Energy, 2017 - Elsevier
This paper proposes an alternative method for applying the Moran's I test in exploratory
analyses for spatial autocorrelation. An application of this new method found evidence that …

Elasticity estimation and forecasting: An analysis of residential electricity demand in Brazil

J de Assis Cabral, MV de Freitas Cabral, AOP Júnior - Utilities Policy, 2020 - Elsevier
Spatiotemporal models to estimate electricity demand are scarce in the existing literature. In
this paper, we compare three models to estimate elasticities and forecast demand for …

Climate change and electricity demand in Brazil: A stochastic approach

IM Trotter, TF Bolkesjø, JG Féres, L Hollanda - Energy, 2016 - Elsevier
We present a framework for incorporating weather uncertainty into electricity demand
forecasting when weather patterns cannot be assumed to be stable, such as in climate …

Analysis of time series models for Brazilian electricity demand forecasting

CE Velasquez, M Zocatelli, FBGL Estanislau, VF Castro - Energy, 2022 - Elsevier
Electricity forecasting contributes to have an idea of the electricity needs for the expansion of
the electric system, the availability of the power plants according to the installed capacity …

Forecasting long-term electricity demand in the residential sector

JFM Pessanha, N Leon - Procedia computer science, 2015 - Elsevier
This work describes a methodology for long-term electricity demand forecast in the
residential sector. The methodology has been used in the power market studies of some …

Short‐term forecasting of industrial electricity consumption in Brazil

R Sadownik, EP Barbosa - Journal of Forecasting, 1999 - Wiley Online Library
This paper presents short‐term forecasting methods applied to electricity consumption in
Brazil. The focus is on comparing the results obtained after using two distinct approaches …

Modeling and forecasting short-term electricity load: A comparison of methods with an application to Brazilian data

LJ Soares, MC Medeiros - International Journal of Forecasting, 2008 - Elsevier
The goal of this paper is to describe a forecasting model for the hourly electricity load in the
area covered by an electric utility located in the southeast of Brazil. A different model is …

Modeling hourly electricity dynamics for policy making in long-term scenarios

A Pina, C Silva, P Ferrão - Energy Policy, 2011 - Elsevier
Energy policies are often related to the global effort in reducing greenhouse gas emissions
through increased use of renewable energies in electricity production. The impact of these …

[HTML][HTML] Modelling residential electricity demand in the GCC countries

TN Atalla, LC Hunt - Energy Economics, 2016 - Elsevier
This paper aims at understanding the drivers of residential electricity demand in the Gulf
Cooperation Council countries by applying the structural time series model. In addition to the …

Forecasting electricity consumption of OECD countries: A global machine learning modeling approach

D Sen, KMM Tunç, ME Günay - Utilities policy, 2021 - Elsevier
Electricity is a critical utility for social growth. Accurate estimation of its consumption plays a
vital role in economic development. A database that included past electricity consumption …