Electric power load in Brazil: view on the long-term forecasting models

Abstract Paper aims This paper aims to discuss how the energy load forecasts used by the System Operator and the main agents of the sector are made, and for what purposes, besides discuss the forecast deviations of the ONS’s and EPE’s models and their consequences and costs to the agents involved....

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Main Authors: Larissa Resende, Murilo Soares, Pedro Ferreira
Format: Article
Language:English
Published: Associação Brasileira de Engenharia de Produção (ABEPRO) 2018-10-01
Series:Production
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-65132018000100215&lng=en&tlng=en
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spelling doaj-7731ea5861214d149a4ff1cf1d4d60a42020-11-24T20:43:40ZengAssociação Brasileira de Engenharia de Produção (ABEPRO)Production1980-54112018-10-0128010.1590/0103-6513.170081S0103-65132018000100215Electric power load in Brazil: view on the long-term forecasting modelsLarissa ResendeMurilo SoaresPedro FerreiraAbstract Paper aims This paper aims to discuss how the energy load forecasts used by the System Operator and the main agents of the sector are made, and for what purposes, besides discuss the forecast deviations of the ONS’s and EPE’s models and their consequences and costs to the agents involved. Originality Fill a gap in the Brazilian literature when dealing with the Electric Power Load formally, and the consequences of forecast deviation used by the operator of system. Research method Simulations are carried out to estimate the cost of deviation, in order to assess the impact of the load forecast on the system. Main findings As a result, there is an urgent need to clarify forecasting methods and strategies; to avoid, by the sector agents, justifications that optimistic forecasts are necessary as security measures. Implications for theory and practice There are evidence that small improvements in forecasting models imply significant cost reductions.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-65132018000100215&lng=en&tlng=enElectric power loadForecastOperations planningBrazilian Interconnected Power System (SIN)Forecast deviation
collection DOAJ
language English
format Article
sources DOAJ
author Larissa Resende
Murilo Soares
Pedro Ferreira
spellingShingle Larissa Resende
Murilo Soares
Pedro Ferreira
Electric power load in Brazil: view on the long-term forecasting models
Production
Electric power load
Forecast
Operations planning
Brazilian Interconnected Power System (SIN)
Forecast deviation
author_facet Larissa Resende
Murilo Soares
Pedro Ferreira
author_sort Larissa Resende
title Electric power load in Brazil: view on the long-term forecasting models
title_short Electric power load in Brazil: view on the long-term forecasting models
title_full Electric power load in Brazil: view on the long-term forecasting models
title_fullStr Electric power load in Brazil: view on the long-term forecasting models
title_full_unstemmed Electric power load in Brazil: view on the long-term forecasting models
title_sort electric power load in brazil: view on the long-term forecasting models
publisher Associação Brasileira de Engenharia de Produção (ABEPRO)
series Production
issn 1980-5411
publishDate 2018-10-01
description Abstract Paper aims This paper aims to discuss how the energy load forecasts used by the System Operator and the main agents of the sector are made, and for what purposes, besides discuss the forecast deviations of the ONS’s and EPE’s models and their consequences and costs to the agents involved. Originality Fill a gap in the Brazilian literature when dealing with the Electric Power Load formally, and the consequences of forecast deviation used by the operator of system. Research method Simulations are carried out to estimate the cost of deviation, in order to assess the impact of the load forecast on the system. Main findings As a result, there is an urgent need to clarify forecasting methods and strategies; to avoid, by the sector agents, justifications that optimistic forecasts are necessary as security measures. Implications for theory and practice There are evidence that small improvements in forecasting models imply significant cost reductions.
topic Electric power load
Forecast
Operations planning
Brazilian Interconnected Power System (SIN)
Forecast deviation
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-65132018000100215&lng=en&tlng=en
work_keys_str_mv AT larissaresende electricpowerloadinbrazilviewonthelongtermforecastingmodels
AT murilosoares electricpowerloadinbrazilviewonthelongtermforecastingmodels
AT pedroferreira electricpowerloadinbrazilviewonthelongtermforecastingmodels
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