A bottom-up methodology for long term electricity consumption forecasting of an industrial sector-Application to pulp and paper sector in Brazil

FLC Silva, RC Souza, FLC Oliveira, PM Lourenco… - Energy, 2018 - Elsevier
Long term annual electricity consumption forecasting is very important for country's energy
planning. These forecasts are influenced by several factors (political, technological, social …

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 …

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 …

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 …

Forecasting residential electricity consumption: a bottom-up approach for Brazil by region

P Maçaira, R Elsland, FC Oliveira, R Souza… - Energy Efficiency, 2020 - Springer
In this paper, we forecast residential electricity consumption in Brazil considering the
variability in consumption behavior in different regions. In order to do so, we use a bottom-up …

Forecasting Brazil's electricity consumption with pegels exponential smoothing techniques

PM Macaira, RC Sousa… - IEEE Latin America …, 2016 - ieeexplore.ieee.org
After the 2001 energy crises in Brazil, the energy sector priority has been the planning and
consequently the forecast middle and long term energy consumption. The Energy Research …

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 …

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 …

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 …

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 …