Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market

Bibliographic Details
Main Author: Santos, Sérgio F.
Publication Date: 2021
Other Authors: Gough, Matthew, Pinto, João P. G. V., Javadi, Mohammad, Osório, Gerardo J.
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/11328/3923
https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499
Summary: The increasing penetration of renewable energy sources in areas with wholesale energy markets may have significant impacts on the prices of electricity within these markets. These renewable energy sources typically have low or zero marginal prices and thus can bid into energy markets at prices that might be below plants using other generating technologies. This work seeks to understand the impact of these zero marginal cost plants in the Iberian Energy Market. This work makes use of an Artificial Neural Network (ANN) to evaluate the impact of growing renewable energy generation on the market-clearing price. Real data from the Iberian Energy Market is chosen and used to train the ANN. The scenarios used for renewable energy generation are taken from the newly published national energy and climate plans for both Spain and Portugal. Results show that increasing penetration of renewable energy leads to significant reductions in the forecasted energy price, showing a price decrease of about 23 €/MWh in 2030 compared to the baseline. Increasing solar PV generation has the largest effect on market prices.
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spelling Impact of the growing penetration of renewable energy production on the Iberian long-term electricity marketNeural networksElectricity pricePrice impactsElectricity marketRenewable energyThe increasing penetration of renewable energy sources in areas with wholesale energy markets may have significant impacts on the prices of electricity within these markets. These renewable energy sources typically have low or zero marginal prices and thus can bid into energy markets at prices that might be below plants using other generating technologies. This work seeks to understand the impact of these zero marginal cost plants in the Iberian Energy Market. This work makes use of an Artificial Neural Network (ANN) to evaluate the impact of growing renewable energy generation on the market-clearing price. Real data from the Iberian Energy Market is chosen and used to train the ANN. The scenarios used for renewable energy generation are taken from the newly published national energy and climate plans for both Spain and Portugal. Results show that increasing penetration of renewable energy leads to significant reductions in the forecasted energy price, showing a price decrease of about 23 €/MWh in 2030 compared to the baseline. Increasing solar PV generation has the largest effect on market prices.IEEE2022-02-01T15:37:07Z2022-02-012021-09-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfSantos, S. F., Gough, M., Pinto, J. P. G. V., Osório, G. J., & Javadi, M. (2021). Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market. In Proceedings of the 21th IEEE International Conference on Environment and Electrical Engineering and 5th IEEE Industrial and Commercial Power Systems Europe (EEEIC 2021 / I&CPS Europe 2021), Bari, Italy, 7-10 September 2021 (pp. 1-6). doi: 10.1109/EEEIC/ICPSEurope51590.2021.9584499. Disponível no Repositório UPT, http://hdl.handle.net/11328/3923http://hdl.handle.net/11328/3923Santos, S. F., Gough, M., Pinto, J. P. G. V., Osório, G. J., & Javadi, M. (2021). Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market. In Proceedings of the 21th IEEE International Conference on Environment and Electrical Engineering and 5th IEEE Industrial and Commercial Power Systems Europe (EEEIC 2021 / I&CPS Europe 2021), Bari, Italy, 7-10 September 2021 (pp. 1-6). doi: 10.1109/EEEIC/ICPSEurope51590.2021.9584499. Disponível no Repositório UPT, http://hdl.handle.net/11328/3923http://hdl.handle.net/11328/3923https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499eng978-1-6654-3613-7https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499info:eu-repo/semantics/restrictedAccessinfo:eu-repo/semantics/openAccessSantos, Sérgio F.Gough, MatthewPinto, João P. G. V.Javadi, MohammadOsório, Gerardo J.Santos, Sérgio F.reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-01-09T02:13:48Zoai:repositorio.upt.pt:11328/3923Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T19:32:02.631216Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
title Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
spellingShingle Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
Santos, Sérgio F.
Neural networks
Electricity price
Price impacts
Electricity market
Renewable energy
title_short Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
title_full Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
title_fullStr Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
title_full_unstemmed Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
title_sort Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
author Santos, Sérgio F.
author_facet Santos, Sérgio F.
Gough, Matthew
Pinto, João P. G. V.
Javadi, Mohammad
Osório, Gerardo J.
author_role author
author2 Gough, Matthew
Pinto, João P. G. V.
Javadi, Mohammad
Osório, Gerardo J.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Santos, Sérgio F.
Gough, Matthew
Pinto, João P. G. V.
Javadi, Mohammad
Osório, Gerardo J.
Santos, Sérgio F.
dc.subject.por.fl_str_mv Neural networks
Electricity price
Price impacts
Electricity market
Renewable energy
topic Neural networks
Electricity price
Price impacts
Electricity market
Renewable energy
description The increasing penetration of renewable energy sources in areas with wholesale energy markets may have significant impacts on the prices of electricity within these markets. These renewable energy sources typically have low or zero marginal prices and thus can bid into energy markets at prices that might be below plants using other generating technologies. This work seeks to understand the impact of these zero marginal cost plants in the Iberian Energy Market. This work makes use of an Artificial Neural Network (ANN) to evaluate the impact of growing renewable energy generation on the market-clearing price. Real data from the Iberian Energy Market is chosen and used to train the ANN. The scenarios used for renewable energy generation are taken from the newly published national energy and climate plans for both Spain and Portugal. Results show that increasing penetration of renewable energy leads to significant reductions in the forecasted energy price, showing a price decrease of about 23 €/MWh in 2030 compared to the baseline. Increasing solar PV generation has the largest effect on market prices.
publishDate 2021
dc.date.none.fl_str_mv 2021-09-01T00:00:00Z
2022-02-01T15:37:07Z
2022-02-01
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv Santos, S. F., Gough, M., Pinto, J. P. G. V., Osório, G. J., & Javadi, M. (2021). Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market. In Proceedings of the 21th IEEE International Conference on Environment and Electrical Engineering and 5th IEEE Industrial and Commercial Power Systems Europe (EEEIC 2021 / I&CPS Europe 2021), Bari, Italy, 7-10 September 2021 (pp. 1-6). doi: 10.1109/EEEIC/ICPSEurope51590.2021.9584499. Disponível no Repositório UPT, http://hdl.handle.net/11328/3923
http://hdl.handle.net/11328/3923
Santos, S. F., Gough, M., Pinto, J. P. G. V., Osório, G. J., & Javadi, M. (2021). Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market. In Proceedings of the 21th IEEE International Conference on Environment and Electrical Engineering and 5th IEEE Industrial and Commercial Power Systems Europe (EEEIC 2021 / I&CPS Europe 2021), Bari, Italy, 7-10 September 2021 (pp. 1-6). doi: 10.1109/EEEIC/ICPSEurope51590.2021.9584499. Disponível no Repositório UPT, http://hdl.handle.net/11328/3923
http://hdl.handle.net/11328/3923
https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499
identifier_str_mv Santos, S. F., Gough, M., Pinto, J. P. G. V., Osório, G. J., & Javadi, M. (2021). Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market. In Proceedings of the 21th IEEE International Conference on Environment and Electrical Engineering and 5th IEEE Industrial and Commercial Power Systems Europe (EEEIC 2021 / I&CPS Europe 2021), Bari, Italy, 7-10 September 2021 (pp. 1-6). doi: 10.1109/EEEIC/ICPSEurope51590.2021.9584499. Disponível no Repositório UPT, http://hdl.handle.net/11328/3923
url http://hdl.handle.net/11328/3923
https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 978-1-6654-3613-7
https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584499
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