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 Hybrid Approach for Hierarchical Forecasting of Industrial Electricity Consumption in Brazil

MML Cabreira, FLC da Silva, J da Silva Cordeiro… - Energies, 2024 - ideas.repec.org
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 …

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 …

Statistical and Artificial Neural Networks Models for Electricity Consumption Forecasting in the Brazilian Industrial Sector

FLC Silva, K Costa, PC Rodrigues, R Salas… - Energies, 2022 - econpapers.repec.org
Forecasting the industry's electricity consumption is essential for energy planning in a given
country or region. Thus, this study aims to apply time-series forecasting models (statistical …

Statistical and artificial neural networks models for electricity consumption forecasting in the Brazilian industrial sector

F Leite Coelho da Silva, K da Costa… - Energies, 2022 - mdpi.com
Forecasting the industry's electricity consumption is essential for energy planning in a given
country or region. Thus, this study aims to apply time-series forecasting models (statistical …

Forecasting models for the electricity consumption of the cement industry in Brazil

RF da Silva Mendes… - …, 2023 - ojs.observatoriolatinoamericano …
The consumption of electric energy in the Brazilian industrial sector has been investigated
over the past few years. This interest is related to sector development, energy planning, and …

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 …

Sensitivity analysis for forecasting Brazilian electricity demand using artificial neural networks and hybrid models based on Autoregressive Integrated Moving Average

R Luzia, L Rubio, CE Velasquez - Energy, 2023 - Elsevier
Several studies focus on improving forecasting techniques to capture multiple patterns in
time series. The evolution of computing hardware has made possible to solve complex …

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 …

[PDF][PDF] Utilização dos modelos de séries temporais na previsão do consumo mensal de energia elétrica da região norte do Brasil

PVV Tidre, NGG Biase, MIS SILVA - Matemática e Estatística em Foco, 2013 - seer.ufu.br
RESUMO A capacidade de prever o consumo de energia elétrica de uma região é uma
ferramenta importante para que seja garantida a produção da demanda futura. Desse …