Residential electricity consumption forecasting using a geometric combination approach

LAT JÚNIOR, ML DE MENEZES… - … Journal of Energy …, 2013 - World Scientific
The forecasting of electricity consumption and demand plays a pivotal role in electric power
systems planning. This paper proposes the combination of forecasts from two approaches …

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 …

A hybrid approach for hierarchical forecasting of industrial electricity consumption in Brazil

M Mesquita Lopes Cabreira, F Leite Coelho da Silva… - Energies, 2024 - mdpi.com
The Brazilian industrial sector is the largest electricity consumer in the power system. Energy
planning in this sector is important mainly due to its economic, social, and environmental …

Modelling and forecasting short-term electricity load: a two step methodology

LJ Soares, MC Medeiros - 2005 - econstor.eu
The goal of this paper is to develop a forecasting model of the hourly electricity load demand
in the area covered by an utility company located in the southeast of Brazil. A di® erent …

A bottom-up bayesian extension for long term electricity consumption forecasting

FLC da Silva, FLC Oliveira, RC Souza - Energy, 2019 - Elsevier
Long term electricity consumption forecasting has been extensively investigated in recent
years in different countries due to its economic and social importance. In this context, the …

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 …

Comparison between hierarchical time series forecasting approaches for the electricity consumption in the brazilian industrial sector

M Mesquita Lopes Cabreira… - … Stochastic Models in …, 2024 - Wiley Online Library
In Brazil, the industrial sector is the largest electricity consumer. Therefore, energy planning
becomes important for industrial development. Electricity consumption data in the Brazilian …

A method for the monthly electricity demand forecasting in Colombia based on wavelet analysis and a nonlinear autoregressive model

CM Chaparro, J Salcedo-Lagos, ER Trujillo… - Ingeniería, 2011 - dialnet.unirioja.es
This paper proposes a monthly electricity forecast method for the National Interconnected
System (SIN) of Colombia. The method preprocesses the time series using a Multiresolution …

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 …

A study on the prediction of electricity consumption considering the energy efficiency measures—applied in case of the Brazilian public sector

DB Filgueiras, FL Coelho da Silva - Energy Efficiency, 2023 - Springer
The forecast of electricity consumption is very important for the energy planning of a country,
company, or region. The interest in electricity consumption projections is related, in general …