Impact of the growing penetration of renewable energy production on the Iberian long-term electricity market
| Main Author: | |
|---|---|
| Publication Date: | 2021 |
| Other Authors: | , , , |
| 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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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 |
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2021-09-01T00:00:00Z 2022-02-01T15:37:07Z 2022-02-01 |
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conference object |
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info:eu-repo/semantics/publishedVersion |
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publishedVersion |
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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 |
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