A stochastic programming approach for the development of offering strategies for a wind power producer
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.21/5163 |
Resumo: | A stochastic programming approach is proposed in this paper for the development of offering strategies for a wind power producer. The optimization model is characterized by making the analysis of several scenarios and treating simultaneously two kinds of uncertainty: wind power and electricity market prices. The approach developed allows evaluating alternative production and offers strategies to submit to the electricity market with the ultimate goal of maximizing profits. An innovative comparative study is provided, where the imbalances are treated differently. Also, an application to two new realistic case studies is presented. Finally, conclusions are duly drawn. |
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A stochastic programming approach for the development of offering strategies for a wind power producerStochastic programmingOffering strategiesWind powerUncertaintyNeural-network approachShort-term energyElectricity marketGenerationPredictionStorageA stochastic programming approach is proposed in this paper for the development of offering strategies for a wind power producer. The optimization model is characterized by making the analysis of several scenarios and treating simultaneously two kinds of uncertainty: wind power and electricity market prices. The approach developed allows evaluating alternative production and offers strategies to submit to the electricity market with the ultimate goal of maximizing profits. An innovative comparative study is provided, where the imbalances are treated differently. Also, an application to two new realistic case studies is presented. Finally, conclusions are duly drawn.Elsevier Science SARCIPLPousinho, Hugo Miguel InácioMendes, VictorCatalão, João Paulo da Silva2015-09-11T08:28:23Z2012-082012-08-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfhttp://hdl.handle.net/10400.21/5163engPOUSINHO, H. M. I.; MENDES, V. M. F.; CATALÃO, J. P. S. – A stochastic programming approach for the development of offering strategies for a wind power producer. Electric Power Systems Research. ISSN: 0378-7796. Vol. 89 (2012), pp. 45-530378-779610.1016/j.epsr.2012.02.013metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-03T09:48:10Zoai:repositorio.ipl.pt:10400.21/5163Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:14:28.856958Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
A stochastic programming approach for the development of offering strategies for a wind power producer |
title |
A stochastic programming approach for the development of offering strategies for a wind power producer |
spellingShingle |
A stochastic programming approach for the development of offering strategies for a wind power producer Pousinho, Hugo Miguel Inácio Stochastic programming Offering strategies Wind power Uncertainty Neural-network approach Short-term energy Electricity market Generation Prediction Storage |
title_short |
A stochastic programming approach for the development of offering strategies for a wind power producer |
title_full |
A stochastic programming approach for the development of offering strategies for a wind power producer |
title_fullStr |
A stochastic programming approach for the development of offering strategies for a wind power producer |
title_full_unstemmed |
A stochastic programming approach for the development of offering strategies for a wind power producer |
title_sort |
A stochastic programming approach for the development of offering strategies for a wind power producer |
author |
Pousinho, Hugo Miguel Inácio |
author_facet |
Pousinho, Hugo Miguel Inácio Mendes, Victor Catalão, João Paulo da Silva |
author_role |
author |
author2 |
Mendes, Victor Catalão, João Paulo da Silva |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
RCIPL |
dc.contributor.author.fl_str_mv |
Pousinho, Hugo Miguel Inácio Mendes, Victor Catalão, João Paulo da Silva |
dc.subject.por.fl_str_mv |
Stochastic programming Offering strategies Wind power Uncertainty Neural-network approach Short-term energy Electricity market Generation Prediction Storage |
topic |
Stochastic programming Offering strategies Wind power Uncertainty Neural-network approach Short-term energy Electricity market Generation Prediction Storage |
description |
A stochastic programming approach is proposed in this paper for the development of offering strategies for a wind power producer. The optimization model is characterized by making the analysis of several scenarios and treating simultaneously two kinds of uncertainty: wind power and electricity market prices. The approach developed allows evaluating alternative production and offers strategies to submit to the electricity market with the ultimate goal of maximizing profits. An innovative comparative study is provided, where the imbalances are treated differently. Also, an application to two new realistic case studies is presented. Finally, conclusions are duly drawn. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012-08 2012-08-01T00:00:00Z 2015-09-11T08:28:23Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.21/5163 |
url |
http://hdl.handle.net/10400.21/5163 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
POUSINHO, H. M. I.; MENDES, V. M. F.; CATALÃO, J. P. S. – A stochastic programming approach for the development of offering strategies for a wind power producer. Electric Power Systems Research. ISSN: 0378-7796. Vol. 89 (2012), pp. 45-53 0378-7796 10.1016/j.epsr.2012.02.013 |
dc.rights.driver.fl_str_mv |
metadata only access info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
metadata only access |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Elsevier Science SA |
publisher.none.fl_str_mv |
Elsevier Science SA |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799133402481295360 |