Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level

Bibliographic Details
Main Author: Khorram Ghahfarrokhi, Mahsa
Publication Date: 2020
Other Authors: Faria, Pedro, Vale, Zita
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.22/16798
Summary: Due to the high penetration of the buildings in energy consumption, the use of optimization algorithms plays a key role. Therefore, all the producers and prosumers should be equipped with the automation infrastructures as well as intelligent decision algorithms, in order to perform the management programs, like demand response. This paper proposes a multi-period optimization algorithm implemented in a multi-agent Supervisory Control and Data Acquisition system of an office building. The algorithm optimizes the lighting power consumption of the building considering the user comfort constraints. A case study is implemented in order to validate and survey the performance of the implemented optimization algorithm using real consumption data of the building. The outcomes of the case study show the great impact of the user comfort constraints in the optimization level by respect to the office user’s preferences.
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spelling Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort LevelMulti-period optimizationSCADAUser comfortOffice buildingDue to the high penetration of the buildings in energy consumption, the use of optimization algorithms plays a key role. Therefore, all the producers and prosumers should be equipped with the automation infrastructures as well as intelligent decision algorithms, in order to perform the management programs, like demand response. This paper proposes a multi-period optimization algorithm implemented in a multi-agent Supervisory Control and Data Acquisition system of an office building. The algorithm optimizes the lighting power consumption of the building considering the user comfort constraints. A case study is implemented in order to validate and survey the performance of the implemented optimization algorithm using real consumption data of the building. The outcomes of the case study show the great impact of the user comfort constraints in the optimization level by respect to the office user’s preferences.ElsevierREPOSITÓRIO P.PORTOKhorram Ghahfarrokhi, MahsaFaria, PedroVale, Zita2021-01-29T15:09:50Z20202020-01-01T00:00:00Zbook partinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10400.22/16798eng978-3-030-23946-610.1007/978-3-030-23946-6_3info: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:RCAAP2025-04-02T02:56:54Zoai:recipp.ipp.pt:10400.22/16798Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T00:29:43.446966Repositórios 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 Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
title Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
spellingShingle Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
Khorram Ghahfarrokhi, Mahsa
Multi-period optimization
SCADA
User comfort
Office building
title_short Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
title_full Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
title_fullStr Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
title_full_unstemmed Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
title_sort Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level
author Khorram Ghahfarrokhi, Mahsa
author_facet Khorram Ghahfarrokhi, Mahsa
Faria, Pedro
Vale, Zita
author_role author
author2 Faria, Pedro
Vale, Zita
author2_role author
author
dc.contributor.none.fl_str_mv REPOSITÓRIO P.PORTO
dc.contributor.author.fl_str_mv Khorram Ghahfarrokhi, Mahsa
Faria, Pedro
Vale, Zita
dc.subject.por.fl_str_mv Multi-period optimization
SCADA
User comfort
Office building
topic Multi-period optimization
SCADA
User comfort
Office building
description Due to the high penetration of the buildings in energy consumption, the use of optimization algorithms plays a key role. Therefore, all the producers and prosumers should be equipped with the automation infrastructures as well as intelligent decision algorithms, in order to perform the management programs, like demand response. This paper proposes a multi-period optimization algorithm implemented in a multi-agent Supervisory Control and Data Acquisition system of an office building. The algorithm optimizes the lighting power consumption of the building considering the user comfort constraints. A case study is implemented in order to validate and survey the performance of the implemented optimization algorithm using real consumption data of the building. The outcomes of the case study show the great impact of the user comfort constraints in the optimization level by respect to the office user’s preferences.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
2021-01-29T15:09:50Z
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/10400.22/16798
url http://hdl.handle.net/10400.22/16798
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 978-3-030-23946-6
10.1007/978-3-030-23946-6_3
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.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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