Dust effect impact on PV in an aggregation with wind and thermal powers

Detalhes bibliográficos
Autor(a) principal: Gomes, Isaías
Data de Publicação: 2020
Outros Autores: Melicio, Rui, Mendes, Victor
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/12683
Resumo: This paper is about the dust effect impact on photovoltaic systems on the profit of an electricity market agent acting as an aggregator of photovoltaic power, wind power, thermal power, and an energy storage system. Energy storage ensures arbitrage and smoothing of the variability of photovoltaic power and wind power. The market agent intends to derive bids for submission in a day-ahead market, having consideration of the dust effect impact on the photovoltaic power. A formulation is proposed for a support decision system by a profit-based unit commitment problem solved by a stochastic programming approach, considering the operating characteristics of the virtual power plant. The photovoltaic power, wind power, and market price uncertainties are input data derived from scenarios of historical data. Case studies addressed show the advantages of the stochastic programming approach and insights concerned with the integration of uncertainties within the modeling for the schedule of the energy storage system and the dust effect impact on profit.
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spelling Dust effect impact on PV in an aggregation with wind and thermal powersVariable renewable resourcesThermal unitsUnit commitmentDay-ahead marketStochastic programmingEnergy storageDust effectThis paper is about the dust effect impact on photovoltaic systems on the profit of an electricity market agent acting as an aggregator of photovoltaic power, wind power, thermal power, and an energy storage system. Energy storage ensures arbitrage and smoothing of the variability of photovoltaic power and wind power. The market agent intends to derive bids for submission in a day-ahead market, having consideration of the dust effect impact on the photovoltaic power. A formulation is proposed for a support decision system by a profit-based unit commitment problem solved by a stochastic programming approach, considering the operating characteristics of the virtual power plant. The photovoltaic power, wind power, and market price uncertainties are input data derived from scenarios of historical data. Case studies addressed show the advantages of the stochastic programming approach and insights concerned with the integration of uncertainties within the modeling for the schedule of the energy storage system and the dust effect impact on profit.ElsevierRCIPLGomes, IsaíasMelicio, RuiMendes, Victor2021-01-25T15:58:09Z2020-062020-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/12683engGOMES, Isaias L. R.; MELÍCIO, Rui; MENDES, Victor M. F. – Dust effect impact on PV in an aggregation with wind and thermal powers. Sustainable Energy Grids and Networks. ISSN 2352-4677. Vol. 22 (2020), pp. 1-142352-467710.1016/j.segan.2020.100359metadata 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:RCAAP2023-08-03T10:06:05Zoai:repositorio.ipl.pt:10400.21/12683Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:20:43.475145Repositório 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 Dust effect impact on PV in an aggregation with wind and thermal powers
title Dust effect impact on PV in an aggregation with wind and thermal powers
spellingShingle Dust effect impact on PV in an aggregation with wind and thermal powers
Gomes, Isaías
Variable renewable resources
Thermal units
Unit commitment
Day-ahead market
Stochastic programming
Energy storage
Dust effect
title_short Dust effect impact on PV in an aggregation with wind and thermal powers
title_full Dust effect impact on PV in an aggregation with wind and thermal powers
title_fullStr Dust effect impact on PV in an aggregation with wind and thermal powers
title_full_unstemmed Dust effect impact on PV in an aggregation with wind and thermal powers
title_sort Dust effect impact on PV in an aggregation with wind and thermal powers
author Gomes, Isaías
author_facet Gomes, Isaías
Melicio, Rui
Mendes, Victor
author_role author
author2 Melicio, Rui
Mendes, Victor
author2_role author
author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Gomes, Isaías
Melicio, Rui
Mendes, Victor
dc.subject.por.fl_str_mv Variable renewable resources
Thermal units
Unit commitment
Day-ahead market
Stochastic programming
Energy storage
Dust effect
topic Variable renewable resources
Thermal units
Unit commitment
Day-ahead market
Stochastic programming
Energy storage
Dust effect
description This paper is about the dust effect impact on photovoltaic systems on the profit of an electricity market agent acting as an aggregator of photovoltaic power, wind power, thermal power, and an energy storage system. Energy storage ensures arbitrage and smoothing of the variability of photovoltaic power and wind power. The market agent intends to derive bids for submission in a day-ahead market, having consideration of the dust effect impact on the photovoltaic power. A formulation is proposed for a support decision system by a profit-based unit commitment problem solved by a stochastic programming approach, considering the operating characteristics of the virtual power plant. The photovoltaic power, wind power, and market price uncertainties are input data derived from scenarios of historical data. Case studies addressed show the advantages of the stochastic programming approach and insights concerned with the integration of uncertainties within the modeling for the schedule of the energy storage system and the dust effect impact on profit.
publishDate 2020
dc.date.none.fl_str_mv 2020-06
2020-06-01T00:00:00Z
2021-01-25T15:58:09Z
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/10400.21/12683
url http://hdl.handle.net/10400.21/12683
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv GOMES, Isaias L. R.; MELÍCIO, Rui; MENDES, Victor M. F. – Dust effect impact on PV in an aggregation with wind and thermal powers. Sustainable Energy Grids and Networks. ISSN 2352-4677. Vol. 22 (2020), pp. 1-14
2352-4677
10.1016/j.segan.2020.100359
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
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
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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