Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope

Bibliographic Details
Main Author: Pereira, Rita
Publication Date: 2014
Other Authors: Fagundes, Andre, Melicio, Rui, Mendes, Victor, Figueiredo, Joao, Quadrado, Jose
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10174/13824
Summary: This paper focuses on demand response in a smart grid scope using a fuzzy subtractive clustering technique for modeling demand response. Domestic consumption is classified into profiles in order to favorable cover the adequate modeling. The fuzzy subtractive clustering technique is applied to a case study of domestic consumption demand response with three scenarios and a comparison of the results is presented. The demand response developed model intends to support consumer's decisions given a compromise between the consumption imperative needs and possible economical benefits due to reshape and reschedule.
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network_name_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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spelling Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid ScopeFuzzy subtractive clusteringDemand responsesmart gridThis paper focuses on demand response in a smart grid scope using a fuzzy subtractive clustering technique for modeling demand response. Domestic consumption is classified into profiles in order to favorable cover the adequate modeling. The fuzzy subtractive clustering technique is applied to a case study of domestic consumption demand response with three scenarios and a comparison of the results is presented. The demand response developed model intends to support consumer's decisions given a compromise between the consumption imperative needs and possible economical benefits due to reshape and reschedule.ELSEVIER2015-03-30T15:56:38Z2015-03-302014-01-01T00:00:00Zbook partinfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10174/13824http://hdl.handle.net/10174/13824engR. Pereira, A. Fagundes, R. Melicio, V. Mendes, J. Figueiredo, J. Quadrado, "Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope”, Procedia Technology (ELSEVIER), Vol. 17, pp. 478–486, 2014.http://www.sciencedirect.com/science/article/pii/S2212017314004927ndndndndjfig@uevora.ptnd489Pereira, RitaFagundes, AndreMelicio, RuiMendes, VictorFigueiredo, JoaoQuadrado, Joseinfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-01-03T18:59:29Zoai:dspace.uevora.pt:10174/13824Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T12:05:36.607917Repositórios 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 Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
title Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
spellingShingle Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
Pereira, Rita
Fuzzy subtractive clustering
Demand response
smart grid
title_short Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
title_full Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
title_fullStr Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
title_full_unstemmed Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
title_sort Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope
author Pereira, Rita
author_facet Pereira, Rita
Fagundes, Andre
Melicio, Rui
Mendes, Victor
Figueiredo, Joao
Quadrado, Jose
author_role author
author2 Fagundes, Andre
Melicio, Rui
Mendes, Victor
Figueiredo, Joao
Quadrado, Jose
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Pereira, Rita
Fagundes, Andre
Melicio, Rui
Mendes, Victor
Figueiredo, Joao
Quadrado, Jose
dc.subject.por.fl_str_mv Fuzzy subtractive clustering
Demand response
smart grid
topic Fuzzy subtractive clustering
Demand response
smart grid
description This paper focuses on demand response in a smart grid scope using a fuzzy subtractive clustering technique for modeling demand response. Domestic consumption is classified into profiles in order to favorable cover the adequate modeling. The fuzzy subtractive clustering technique is applied to a case study of domestic consumption demand response with three scenarios and a comparison of the results is presented. The demand response developed model intends to support consumer's decisions given a compromise between the consumption imperative needs and possible economical benefits due to reshape and reschedule.
publishDate 2014
dc.date.none.fl_str_mv 2014-01-01T00:00:00Z
2015-03-30T15:56:38Z
2015-03-30
dc.type.driver.fl_str_mv book part
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/13824
http://hdl.handle.net/10174/13824
url http://hdl.handle.net/10174/13824
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv R. Pereira, A. Fagundes, R. Melicio, V. Mendes, J. Figueiredo, J. Quadrado, "Fuzzy Subtractive Clustering Technique applied to Demand Response in a Smart Grid Scope”, Procedia Technology (ELSEVIER), Vol. 17, pp. 478–486, 2014.
http://www.sciencedirect.com/science/article/pii/S2212017314004927
nd
nd
nd
nd
jfig@uevora.pt
nd
489
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv ELSEVIER
publisher.none.fl_str_mv ELSEVIER
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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