Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk

Detalhes bibliográficos
Autor(a) principal: Tavakkoli, Mehdi
Data de Publicação: 2019
Outros Autores: Pouresmaeil, Edris, Godina, Radu, Vechiu, Ionel, Catalão, João P. S.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/147026
Resumo: SAICT-PAC/0004/2015 (POCI-01-0145-FEDER-016434). 02/SAICT/2017 (POCI-01-0145-FEDER-029803). POCI-01-0145-FEDER-006961.
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spelling Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and riskBattery storageConditional value at risk (CVaR)Linear programmingMicrogridOptimal managementMaterials Science(all)InstrumentationEngineering(all)Process Chemistry and TechnologyComputer Science ApplicationsFluid Flow and Transfer ProcessesSDG 7 - Affordable and Clean EnergySAICT-PAC/0004/2015 (POCI-01-0145-FEDER-016434). 02/SAICT/2017 (POCI-01-0145-FEDER-029803). POCI-01-0145-FEDER-006961.This paper addresses an optimized management of a storage energy battery which is part of a microgrid with a connection to the main grid and is supplied by a photovoltaic (PV) power plant. The main contribution of this paper is to consider uncertainty in electricity price while managing the battery storage. The forecasted value for demand and PV unit are predicted by a seasonal autoregressive integrated moving average model (SARIMA)-capable of accurately characterizing both seasonality effects and tail fatness. The optimal operation of the battery is determined by resolving a linear optimization program in which the objective function comprises the conditional value at risk (CVaR). Using CVaR ensures that the demand is fully supplied while minimizing the risk and operational cost. The cost function is the difference between power sold and bought subject to the charging and discharging rates for the battery and defining upper and lower bounds for the level of battery charge. The simulation results confirm that the risk consideration has a significant effect on the optimized management of a storage energy battery in a photovoltaic grid-connected microgrid.UNIDEMI - Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e IndustrialDEMI - Departamento de Engenharia Mecânica e IndustrialRUNTavakkoli, MehdiPouresmaeil, EdrisGodina, RaduVechiu, IonelCatalão, João P. S.2023-01-05T22:11:36Z2019-01-042019-01-04T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/147026eng2076-3417PURE: 14320508https://doi.org/10.3390/app9010169info: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:RCAAP2024-03-11T05:28:00Zoai:run.unl.pt:10362/147026Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:52:45.219764Repositório 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 Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
title Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
spellingShingle Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
Tavakkoli, Mehdi
Battery storage
Conditional value at risk (CVaR)
Linear programming
Microgrid
Optimal management
Materials Science(all)
Instrumentation
Engineering(all)
Process Chemistry and Technology
Computer Science Applications
Fluid Flow and Transfer Processes
SDG 7 - Affordable and Clean Energy
title_short Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
title_full Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
title_fullStr Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
title_full_unstemmed Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
title_sort Optimal management of an energy storage unit in a PV-based microgrid integrating uncertainty and risk
author Tavakkoli, Mehdi
author_facet Tavakkoli, Mehdi
Pouresmaeil, Edris
Godina, Radu
Vechiu, Ionel
Catalão, João P. S.
author_role author
author2 Pouresmaeil, Edris
Godina, Radu
Vechiu, Ionel
Catalão, João P. S.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv UNIDEMI - Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial
DEMI - Departamento de Engenharia Mecânica e Industrial
RUN
dc.contributor.author.fl_str_mv Tavakkoli, Mehdi
Pouresmaeil, Edris
Godina, Radu
Vechiu, Ionel
Catalão, João P. S.
dc.subject.por.fl_str_mv Battery storage
Conditional value at risk (CVaR)
Linear programming
Microgrid
Optimal management
Materials Science(all)
Instrumentation
Engineering(all)
Process Chemistry and Technology
Computer Science Applications
Fluid Flow and Transfer Processes
SDG 7 - Affordable and Clean Energy
topic Battery storage
Conditional value at risk (CVaR)
Linear programming
Microgrid
Optimal management
Materials Science(all)
Instrumentation
Engineering(all)
Process Chemistry and Technology
Computer Science Applications
Fluid Flow and Transfer Processes
SDG 7 - Affordable and Clean Energy
description SAICT-PAC/0004/2015 (POCI-01-0145-FEDER-016434). 02/SAICT/2017 (POCI-01-0145-FEDER-029803). POCI-01-0145-FEDER-006961.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-04
2019-01-04T00:00:00Z
2023-01-05T22:11:36Z
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/10362/147026
url http://hdl.handle.net/10362/147026
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2076-3417
PURE: 14320508
https://doi.org/10.3390/app9010169
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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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