The Human in the loop in Cyber-Physical Systems: the case of Building Automation

Detalhes bibliográficos
Autor(a) principal: Cambeiro, João Miguel Reis Araújo Proença
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/96662
Resumo: Context: The world is facing environmental challenges due to carbon dioxide emissions. Building energy consumption accounts for thirty to forty-five per cent of global energy consumption. Changing these figures is imperative for achieving environmental sustainability. Building Automation Systems (BAS) can be considered a type of Cyber-Physical Systems (CPS) that have the objective of increasing energy efficiency while maximising human comfort. Problem: Automated systems usually do not consider human e↵ective participation as a tool that can be used to achieve the system’s goals Solution: Humans can assume several roles in the available building automation control loops. Building operators determine operating rules; building users can be the source of data used for automated decisions and also the system may require their actions to change the building environment. Gains or losses can be introduced in a BAS operation if humans are considered components of the system. To the best of our knowledge, no studies can be found that show evident gains or losses of integrating the human-in-theloop in system design. To assess the impact of having humans performing clear and predefined roles in a BAS Cyber-Physical System (CPS) operation, we implemented a BAS case study. Results: The initial results show that when the BAS consider humans more than CPS plant’s elements, the BAS is more energy efficient while providing conditions that promote the user’s health and productivity. With the experience gained with this work it will be possible to build in the future more resilient and e↵ective participatory BAS.
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spelling The Human in the loop in Cyber-Physical Systems: the case of Building AutomationCyber Physical SystemsBuilding Automation SystemsHuman-in-the-loopInternet of ThingsDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaContext: The world is facing environmental challenges due to carbon dioxide emissions. Building energy consumption accounts for thirty to forty-five per cent of global energy consumption. Changing these figures is imperative for achieving environmental sustainability. Building Automation Systems (BAS) can be considered a type of Cyber-Physical Systems (CPS) that have the objective of increasing energy efficiency while maximising human comfort. Problem: Automated systems usually do not consider human e↵ective participation as a tool that can be used to achieve the system’s goals Solution: Humans can assume several roles in the available building automation control loops. Building operators determine operating rules; building users can be the source of data used for automated decisions and also the system may require their actions to change the building environment. Gains or losses can be introduced in a BAS operation if humans are considered components of the system. To the best of our knowledge, no studies can be found that show evident gains or losses of integrating the human-in-theloop in system design. To assess the impact of having humans performing clear and predefined roles in a BAS Cyber-Physical System (CPS) operation, we implemented a BAS case study. Results: The initial results show that when the BAS consider humans more than CPS plant’s elements, the BAS is more energy efficient while providing conditions that promote the user’s health and productivity. With the experience gained with this work it will be possible to build in the future more resilient and e↵ective participatory BAS.Amaral, VascoRUNCambeiro, João Miguel Reis Araújo Proença2020-04-23T11:25:59Z2019-0620192019-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/96662enginfo: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:RCAAP2024-03-11T04:44:15Zoai:run.unl.pt:10362/96662Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:38:37.990624Repositório 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 The Human in the loop in Cyber-Physical Systems: the case of Building Automation
title The Human in the loop in Cyber-Physical Systems: the case of Building Automation
spellingShingle The Human in the loop in Cyber-Physical Systems: the case of Building Automation
Cambeiro, João Miguel Reis Araújo Proença
Cyber Physical Systems
Building Automation Systems
Human-in-the-loop
Internet of Things
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short The Human in the loop in Cyber-Physical Systems: the case of Building Automation
title_full The Human in the loop in Cyber-Physical Systems: the case of Building Automation
title_fullStr The Human in the loop in Cyber-Physical Systems: the case of Building Automation
title_full_unstemmed The Human in the loop in Cyber-Physical Systems: the case of Building Automation
title_sort The Human in the loop in Cyber-Physical Systems: the case of Building Automation
author Cambeiro, João Miguel Reis Araújo Proença
author_facet Cambeiro, João Miguel Reis Araújo Proença
author_role author
dc.contributor.none.fl_str_mv Amaral, Vasco
RUN
dc.contributor.author.fl_str_mv Cambeiro, João Miguel Reis Araújo Proença
dc.subject.por.fl_str_mv Cyber Physical Systems
Building Automation Systems
Human-in-the-loop
Internet of Things
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Cyber Physical Systems
Building Automation Systems
Human-in-the-loop
Internet of Things
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description Context: The world is facing environmental challenges due to carbon dioxide emissions. Building energy consumption accounts for thirty to forty-five per cent of global energy consumption. Changing these figures is imperative for achieving environmental sustainability. Building Automation Systems (BAS) can be considered a type of Cyber-Physical Systems (CPS) that have the objective of increasing energy efficiency while maximising human comfort. Problem: Automated systems usually do not consider human e↵ective participation as a tool that can be used to achieve the system’s goals Solution: Humans can assume several roles in the available building automation control loops. Building operators determine operating rules; building users can be the source of data used for automated decisions and also the system may require their actions to change the building environment. Gains or losses can be introduced in a BAS operation if humans are considered components of the system. To the best of our knowledge, no studies can be found that show evident gains or losses of integrating the human-in-theloop in system design. To assess the impact of having humans performing clear and predefined roles in a BAS Cyber-Physical System (CPS) operation, we implemented a BAS case study. Results: The initial results show that when the BAS consider humans more than CPS plant’s elements, the BAS is more energy efficient while providing conditions that promote the user’s health and productivity. With the experience gained with this work it will be possible to build in the future more resilient and e↵ective participatory BAS.
publishDate 2019
dc.date.none.fl_str_mv 2019-06
2019
2019-06-01T00:00:00Z
2020-04-23T11:25:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/96662
url http://hdl.handle.net/10362/96662
dc.language.iso.fl_str_mv eng
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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
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