Publicação
Empowering humans in a cyber-physical production system: human-in-the-loop perspective
| Resumo: | In the Industry 4.0 context, humans are taking upnew roles in Cyber-Physical Systems (CPS) since it was realizedthat they constitute the most flexible part of an automated system.With this new reality, humans are becoming integral parts ofCPS, entering in the realm of the Human-in-the-Loop of Cyber-Physical Systems (HiLCPS). In this paper, the challenges andtechnologies for the integration of humans in CPS environmentsare briefly discussed, and a practical application of the HiLCPSconcept is presented. For this purpose, a human operation workbench is empowered with intelligent decision and assistant systems that use, among others, reasoning algorithms, image processing and speech recognition, to improve the productivityand quality of the tasks performed by humans, particularly focusing the assembly of highly customized products, as well as the training of operators to perform complex assembly, repairing or maintenance tasks. |
|---|---|
| Autores principais: | Costa, David |
| Outros Autores: | Pires, Flávia; Rodrigues, Nelson; Barbosa, José; Igrejas, Getúlio; Leitão, Paulo |
| Assunto: | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| Ano: | 2019 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso restrito |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1863851164983885824 |
|---|---|
| author | Costa, David |
| author2 | Pires, Flávia Rodrigues, Nelson Barbosa, José Igrejas, Getúlio Leitão, Paulo |
| author2_role | author author author author author |
| author_facet | Costa, David Pires, Flávia Rodrigues, Nelson Barbosa, José Igrejas, Getúlio Leitão, Paulo |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_str | [{\"Person.name\":\"Costa, David\",\"Person.identifier.orcid\":\"0000-0002-4170-814X\"},{\"Person.name\":\"Pires, Flávia\",\"Person.identifier.orcid\":\"0000-0001-7899-3020\"},{\"Person.name\":\"Rodrigues, Nelson\"},{\"Person.name\":\"Barbosa, José\",\"Person.identifier.orcid\":\"0000-0003-3151-6686\"},{\"Person.name\":\"Igrejas, Getúlio\",\"Person.identifier.orcid\":\"0000-0002-6820-8858\"},{\"Person.name\":\"Leitão, Paulo\",\"Person.identifier.orcid\":\"0000-0002-2151-7944\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Costa, David Pires, Flávia Rodrigues, Nelson Barbosa, José Igrejas, Getúlio Leitão, Paulo |
| datacite.date.Accepted.fl_str_mv | 2019-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2020-03-17T14:37:38Z |
| datacite.date.embargoed.fl_str_mv | 2020-03-17T14:37:38Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| datacite.subjects.subject.fl_str_mv | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| datacite.titles.title.fl_str_mv | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Costa, David Pires, Flávia Rodrigues, Nelson Barbosa, José Igrejas, Getúlio Leitão, Paulo |
| dc.date.Accepted.fl_str_mv | 2019-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2020-03-17T14:37:38Z |
| dc.date.embargoed.fl_str_mv | 2020-03-17T14:37:38Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/21026 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| dc.subject.none.fl_str_mv | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| dc.title.fl_str_mv | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | In the Industry 4.0 context, humans are taking upnew roles in Cyber-Physical Systems (CPS) since it was realizedthat they constitute the most flexible part of an automated system.With this new reality, humans are becoming integral parts ofCPS, entering in the realm of the Human-in-the-Loop of Cyber-Physical Systems (HiLCPS). In this paper, the challenges andtechnologies for the integration of humans in CPS environmentsare briefly discussed, and a practical application of the HiLCPSconcept is presented. For this purpose, a human operation workbench is empowered with intelligent decision and assistant systems that use, among others, reasoning algorithms, image processing and speech recognition, to improve the productivityand quality of the tasks performed by humans, particularly focusing the assembly of highly customized products, as well as the training of operators to perform complex assembly, repairing or maintenance tasks. |
| dirty | 0 |
| eu_rights_str_mv | restrictedAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/0587e6d6-bfe8-4d32-8cf1-7cbb199f650c/download |
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| identifier.url.fl_str_mv | http://hdl.handle.net/10198/21026 |
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| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
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| oai_identifier_str | oai:bibliotecadigital.ipb.pt:10198/21026 |
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| person_str_mv | Costa, David Costa, David https://www.ciencia-id.pt/7C1B-EB29-3BE9 7C1B-EB29-3BE9 http://orcid.org/0000-0002-4170-814X 0000-0002-4170-814X Pires, Flávia Pires, Flávia https://www.ciencia-id.pt/A119-72AB-6255 A119-72AB-6255 http://orcid.org/0000-0001-7899-3020 0000-0001-7899-3020 Rodrigues, Nelson Barbosa, José Barbosa, José https://www.ciencia-id.pt/021B-4191-D8A5 021B-4191-D8A5 http://orcid.org/0000-0003-3151-6686 0000-0003-3151-6686 Igrejas, Getúlio Igrejas, Getúlio http://orcid.org/0000-0002-6820-8858 0000-0002-6820-8858 Leitão, Paulo Leitão, Paulo https://www.ciencia-id.pt/8316-8F13-DA71 8316-8F13-DA71 http://orcid.org/0000-0002-2151-7944 0000-0002-2151-7944 |
| publishDate | 2019 |
| publisher.none.fl_str_mv | IEEE |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
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| spelling | engIEEEpt_PTIn the Industry 4.0 context, humans are taking upnew roles in Cyber-Physical Systems (CPS) since it was realizedthat they constitute the most flexible part of an automated system.With this new reality, humans are becoming integral parts ofCPS, entering in the realm of the Human-in-the-Loop of Cyber-Physical Systems (HiLCPS). In this paper, the challenges andtechnologies for the integration of humans in CPS environmentsare briefly discussed, and a practical application of the HiLCPSconcept is presented. For this purpose, a human operation workbench is empowered with intelligent decision and assistant systems that use, among others, reasoning algorithms, image processing and speech recognition, to improve the productivityand quality of the tasks performed by humans, particularly focusing the assembly of highly customized products, as well as the training of operators to perform complex assembly, repairing or maintenance tasks.application/pdfpt_PTEmpowering humans in a cyber-physical production system: human-in-the-loop perspectivePersonalCosta, DavidDSpacehttp://dspace.org/items/3342dc84-a215-4828-a6fe-bd45c8937724DSpacehttp://dspace.org/items/3342dc84-a215-4828-a6fe-bd45c8937724CostaDavidCiência IDhttps://www.ciencia-id.pt7C1B-EB29-3BE9ORCIDhttp://orcid.org0000-0002-4170-814XScopus Author IDhttps://www.scopus.com57204518309PersonalPires, FláviaDSpacehttp://dspace.org/items/3ac8f73e-ecb2-44b6-9c6f-1ee99474e00fDSpacehttp://dspace.org/items/3ac8f73e-ecb2-44b6-9c6f-1ee99474e00fPiresFláviaCiência IDhttps://www.ciencia-id.ptA119-72AB-6255ORCIDhttp://orcid.org0000-0001-7899-3020Scopus Author IDhttps://www.scopus.com57200412919Rodrigues, NelsonPersonalBarbosa, JoséDSpacehttp://dspace.org/items/0c76a063-ff3c-4db3-b6e7-36885020b399DSpacehttp://dspace.org/items/0c76a063-ff3c-4db3-b6e7-36885020b399BarbosaJoséCiência IDhttps://www.ciencia-id.pt021B-4191-D8A5ORCIDhttp://orcid.org0000-0003-3151-6686Researcher IDhttps://www.researcherid.comA-5468-2011Scopus Author IDhttps://www.scopus.com48360905400PersonalIgrejas, GetúlioDSpacehttp://dspace.org/items/ab4092ec-d1b1-4fe0-b65a-efba1310fd5aDSpacehttp://dspace.org/items/ab4092ec-d1b1-4fe0-b65a-efba1310fd5aIgrejasGetúlioORCIDhttp://orcid.org0000-0002-6820-8858Researcher IDhttps://www.researcherid.comM-8571-2013Scopus Author IDhttps://www.scopus.com47761255900PersonalLeitão, PauloDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccLeitãoPauloCiência IDhttps://www.ciencia-id.pt8316-8F13-DA71ORCIDhttp://orcid.org0000-0002-2151-7944Scopus Author IDhttps://www.scopus.com35584388900HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptISBNIsPartOf978-1-5386-8500-6DOIIsPartOf10.1109/ICPHYS.2019.87801382020-03-17T14:37:38Z20192019-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/21026http://purl.org/coar/access_right/c_16ecrestricted accessCyber-physical systemsHuman integrationHuman-in-the-LoopImage processingNeural networks3332160 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paper2019http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_16ecapplication/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/0587e6d6-bfe8-4d32-8cf1-7cbb199f650c/downloadIEEE International Conference on Industrial Cyber Physical Systems (ICPS)139144Taipei, Taiwan |
| spellingShingle | Empowering humans in a cyber-physical production system: human-in-the-loop perspective Costa, David Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| subject.fl_str_mv | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| title | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| title_full | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| title_fullStr | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| title_full_unstemmed | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| title_short | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| title_sort | Empowering humans in a cyber-physical production system: human-in-the-loop perspective |
| topic | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| topic_facet | Cyber-physical systems Human integration Human-in-the-Loop Image processing Neural networks |
| url | http://hdl.handle.net/10198/21026 |
| visible | 1 |