Assessing the value of demand response in microgrids

Detalhes bibliográficos
Autor(a) principal: Gomes, Isaias
Data de Publicação: 2021
Outros Autores: Melício, 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/10174/30730
https://doi.org/10.3390/su13115848
Resumo: This paper presents a computer application for assisting decisions about sustainability enhancement due to the effect of shifting demand from less favorable periods to ones more convenient on the operation of a microgrid. Specifically, assessing how the decisions affect the economic participation of the aggregating agent of the microgrid bidding in an electricity day-head market. The aggregating agent must manage microturbines, wind systems, photovoltaic systems, energy storage systems, and loads, facing besides the load uncertainty further uncertainties due to usage of renewable sources of energy and participation in the day-ahead market. These uncertainties cannot get rid of in the decision making, therefore requiring a proper formulation and the proposed approach customizes a stochastic programming problem for this operation. Case studies show that under these uncertainties and the shifting of demand to convenient periods there are opportunity decisions with significant enhancements on the expected profit. These enhancements are due to better bidding in the day-ahead market and shifting of energy consumption in periods of favorable market prices for exporting energy. The case studies are in favor of allowing to conclude the usefulness of the proposed approach for the operation of a microgrid.
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spelling Assessing the value of demand response in microgridsMicrogriddemand responsestochastic programmingenergy managementrenewable energyThis paper presents a computer application for assisting decisions about sustainability enhancement due to the effect of shifting demand from less favorable periods to ones more convenient on the operation of a microgrid. Specifically, assessing how the decisions affect the economic participation of the aggregating agent of the microgrid bidding in an electricity day-head market. The aggregating agent must manage microturbines, wind systems, photovoltaic systems, energy storage systems, and loads, facing besides the load uncertainty further uncertainties due to usage of renewable sources of energy and participation in the day-ahead market. These uncertainties cannot get rid of in the decision making, therefore requiring a proper formulation and the proposed approach customizes a stochastic programming problem for this operation. Case studies show that under these uncertainties and the shifting of demand to convenient periods there are opportunity decisions with significant enhancements on the expected profit. These enhancements are due to better bidding in the day-ahead market and shifting of energy consumption in periods of favorable market prices for exporting energy. The case studies are in favor of allowing to conclude the usefulness of the proposed approach for the operation of a microgrid.2022-01-11T10:56:22Z2022-01-112021-05-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/30730http://hdl.handle.net/10174/30730https://doi.org/10.3390/su13115848engndruimelicio@gmail.comnd482Gomes, IsaiasMelício, RuiMendes, Victorinfo: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:RCAAP2024-01-03T19:29:02Zoai:dspace.uevora.pt:10174/30730Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:20:07.392227Repositório 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 Assessing the value of demand response in microgrids
title Assessing the value of demand response in microgrids
spellingShingle Assessing the value of demand response in microgrids
Gomes, Isaias
Microgrid
demand response
stochastic programming
energy management
renewable energy
title_short Assessing the value of demand response in microgrids
title_full Assessing the value of demand response in microgrids
title_fullStr Assessing the value of demand response in microgrids
title_full_unstemmed Assessing the value of demand response in microgrids
title_sort Assessing the value of demand response in microgrids
author Gomes, Isaias
author_facet Gomes, Isaias
Melício, Rui
Mendes, Victor
author_role author
author2 Melício, Rui
Mendes, Victor
author2_role author
author
dc.contributor.author.fl_str_mv Gomes, Isaias
Melício, Rui
Mendes, Victor
dc.subject.por.fl_str_mv Microgrid
demand response
stochastic programming
energy management
renewable energy
topic Microgrid
demand response
stochastic programming
energy management
renewable energy
description This paper presents a computer application for assisting decisions about sustainability enhancement due to the effect of shifting demand from less favorable periods to ones more convenient on the operation of a microgrid. Specifically, assessing how the decisions affect the economic participation of the aggregating agent of the microgrid bidding in an electricity day-head market. The aggregating agent must manage microturbines, wind systems, photovoltaic systems, energy storage systems, and loads, facing besides the load uncertainty further uncertainties due to usage of renewable sources of energy and participation in the day-ahead market. These uncertainties cannot get rid of in the decision making, therefore requiring a proper formulation and the proposed approach customizes a stochastic programming problem for this operation. Case studies show that under these uncertainties and the shifting of demand to convenient periods there are opportunity decisions with significant enhancements on the expected profit. These enhancements are due to better bidding in the day-ahead market and shifting of energy consumption in periods of favorable market prices for exporting energy. The case studies are in favor of allowing to conclude the usefulness of the proposed approach for the operation of a microgrid.
publishDate 2021
dc.date.none.fl_str_mv 2021-05-01T00:00:00Z
2022-01-11T10:56:22Z
2022-01-11
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/30730
http://hdl.handle.net/10174/30730
https://doi.org/10.3390/su13115848
url http://hdl.handle.net/10174/30730
https://doi.org/10.3390/su13115848
dc.language.iso.fl_str_mv eng
language eng
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ruimelicio@gmail.com
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482
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