Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework

Detalhes bibliográficos
Autor(a) principal: Carvalho, Adriana Raquel Ventura
Data de Publicação: 2020
Outros Autores: Chouchene, Amal, Lima, Tânia M., Santos, Fernando Charrua
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.6/11580
Resumo: Cognitive manufacturing utilizes cognitive computing, the industrial Internet of things (IoT), and advanced analytics to upgrade manufacturing processes in manners that were not previously conceivable. It enables associations to improve major business measurements, for example, productivity, product reliability, quality, and safety, while decreasing downtime and lowering costs. Considering all the facts that can prejudice the manufacturing performance in Industry 4.0, the cognitive load has received more attention, since it was previously neglected with respect to manufacturing industries. This paper aims to investigate what causes cognitive load reduction in manufacturing environments, i.e., human–computer interaction technologies that reduce the identified causes and the applications of cognitive manufacturing that use the referred technologies. Thus, a conceptual framework that links cognitive manufacturing to a reduction of the cognitive load was developed.
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spelling Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual FrameworkIndustry 4.0Cognitive manufacturingCognitive loadHuman–computer interactionCognitive manufacturing utilizes cognitive computing, the industrial Internet of things (IoT), and advanced analytics to upgrade manufacturing processes in manners that were not previously conceivable. It enables associations to improve major business measurements, for example, productivity, product reliability, quality, and safety, while decreasing downtime and lowering costs. Considering all the facts that can prejudice the manufacturing performance in Industry 4.0, the cognitive load has received more attention, since it was previously neglected with respect to manufacturing industries. This paper aims to investigate what causes cognitive load reduction in manufacturing environments, i.e., human–computer interaction technologies that reduce the identified causes and the applications of cognitive manufacturing that use the referred technologies. Thus, a conceptual framework that links cognitive manufacturing to a reduction of the cognitive load was developed.This research was funded by the project 026653|POCI-01-0247-FEDER-026653—INDTECH—New technologies for smart manufacturing, co-financed by the Portugal 2020 Program (PT 2020), Compete 2020 Program, and the European Union through the European Regional Development Fund (ERDF). The authors wish to thank the relevant bodies for the opportunity and financial support that permitted carrying out this project: Fundação para a Ciência e Tecnologia (FCT) and C-MAST (Center for Mechanical and Aerospace Science and Technologies), under project UIDB/00151/2020.uBibliorumCarvalho, Adriana Raquel VenturaChouchene, AmalLima, Tânia M.Santos, Fernando Charrua2022-01-07T14:42:57Z2020-122020-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.6/11580eng10.3390/asi3040055info: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:RCAAP2023-12-15T09:54:10Zoai:ubibliorum.ubi.pt:10400.6/11580Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:51:20.018934Repositório 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 Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
title Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
spellingShingle Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
Carvalho, Adriana Raquel Ventura
Industry 4.0
Cognitive manufacturing
Cognitive load
Human–computer interaction
title_short Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
title_full Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
title_fullStr Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
title_full_unstemmed Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
title_sort Cognitive Manufacturing in Industry 4.0 towards Cognitive Load reduction: A Conceptual Framework
author Carvalho, Adriana Raquel Ventura
author_facet Carvalho, Adriana Raquel Ventura
Chouchene, Amal
Lima, Tânia M.
Santos, Fernando Charrua
author_role author
author2 Chouchene, Amal
Lima, Tânia M.
Santos, Fernando Charrua
author2_role author
author
author
dc.contributor.none.fl_str_mv uBibliorum
dc.contributor.author.fl_str_mv Carvalho, Adriana Raquel Ventura
Chouchene, Amal
Lima, Tânia M.
Santos, Fernando Charrua
dc.subject.por.fl_str_mv Industry 4.0
Cognitive manufacturing
Cognitive load
Human–computer interaction
topic Industry 4.0
Cognitive manufacturing
Cognitive load
Human–computer interaction
description Cognitive manufacturing utilizes cognitive computing, the industrial Internet of things (IoT), and advanced analytics to upgrade manufacturing processes in manners that were not previously conceivable. It enables associations to improve major business measurements, for example, productivity, product reliability, quality, and safety, while decreasing downtime and lowering costs. Considering all the facts that can prejudice the manufacturing performance in Industry 4.0, the cognitive load has received more attention, since it was previously neglected with respect to manufacturing industries. This paper aims to investigate what causes cognitive load reduction in manufacturing environments, i.e., human–computer interaction technologies that reduce the identified causes and the applications of cognitive manufacturing that use the referred technologies. Thus, a conceptual framework that links cognitive manufacturing to a reduction of the cognitive load was developed.
publishDate 2020
dc.date.none.fl_str_mv 2020-12
2020-12-01T00:00:00Z
2022-01-07T14:42:57Z
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/10400.6/11580
url http://hdl.handle.net/10400.6/11580
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/asi3040055
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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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
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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
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