Digitalization of Manufacturing Processes: Proposal and Experimental Results

Detalhes bibliográficos
Autor(a) principal: Rolle, Rodrigo Pita [UNESP]
Data de Publicação: 2019
Outros Autores: Martucci, Vinicius de O. [UNESP], Godoy, Eduardo P. [UNESP], IEEE
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/194950
Resumo: The Industry 4.0 is a new industrial paradigm that aims to fulfill the needs for more reliable, flexible and efficient industrial processes by implementing digital technology on the shop floor. The development of smart devices, new software tools and communication protocols makes it possible to connect real machines and instruments to the virtual space, enabling more sophisticated control and even future predictions. Digital Twins are an approach for intercommunicating physical and virtual machines or systems, whose main goal is to improve performance on the real system by using information from virtual tools that simulate the physical parts. Typical applications involve performance analysis, bottleneck detection, failure prediction and others. The ambitious aim of replicating the behavior of whole machines or systems also brings a lot of challenges: modeling and simulating complex systems with acceptable computational costs, assuring real-time communication and developing methods for deep analysis are some goals for researchers and vendors. This paper presents an architecture proposal for practical implementation of digital twins, that is based on an open-source tool for process control, lightweight communication protocols and flexible tools for modeling and 3D visualization. The implementation is meant to make the platform as general as possible, so that a myriad of machines and production systems can be modeled and represented on the digital twin architecture.
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spelling Digitalization of Manufacturing Processes: Proposal and Experimental ResultsThe Industry 4.0 is a new industrial paradigm that aims to fulfill the needs for more reliable, flexible and efficient industrial processes by implementing digital technology on the shop floor. The development of smart devices, new software tools and communication protocols makes it possible to connect real machines and instruments to the virtual space, enabling more sophisticated control and even future predictions. Digital Twins are an approach for intercommunicating physical and virtual machines or systems, whose main goal is to improve performance on the real system by using information from virtual tools that simulate the physical parts. Typical applications involve performance analysis, bottleneck detection, failure prediction and others. The ambitious aim of replicating the behavior of whole machines or systems also brings a lot of challenges: modeling and simulating complex systems with acceptable computational costs, assuring real-time communication and developing methods for deep analysis are some goals for researchers and vendors. This paper presents an architecture proposal for practical implementation of digital twins, that is based on an open-source tool for process control, lightweight communication protocols and flexible tools for modeling and 3D visualization. The implementation is meant to make the platform as general as possible, so that a myriad of machines and production systems can be modeled and represented on the digital twin architecture.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Sao Paulo State Univ UNESP, Sorocaba, SP, BrazilSao Paulo State Univ UNESP, Sorocaba, SP, BrazilCAPES: 001FAPESP: 2018/19984-4IeeeUniversidade Estadual Paulista (Unesp)Rolle, Rodrigo Pita [UNESP]Martucci, Vinicius de O. [UNESP]Godoy, Eduardo P. [UNESP]IEEE2020-12-10T16:59:37Z2020-12-10T16:59:37Z2019-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject426-4312019 Ieee International Workshop On Metrology For Industry 4.0 And Internet Of Things (metroind4.0&iot). New York: Ieee, p. 426-431, 2019.http://hdl.handle.net/11449/194950WOS:000494799500083Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng2019 Ieee International Workshop On Metrology For Industry 4.0 And Internet Of Things (metroind4.0&iot)info:eu-repo/semantics/openAccess2021-10-23T02:54:29Zoai:repositorio.unesp.br:11449/194950Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:07:42.290083Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Digitalization of Manufacturing Processes: Proposal and Experimental Results
title Digitalization of Manufacturing Processes: Proposal and Experimental Results
spellingShingle Digitalization of Manufacturing Processes: Proposal and Experimental Results
Rolle, Rodrigo Pita [UNESP]
title_short Digitalization of Manufacturing Processes: Proposal and Experimental Results
title_full Digitalization of Manufacturing Processes: Proposal and Experimental Results
title_fullStr Digitalization of Manufacturing Processes: Proposal and Experimental Results
title_full_unstemmed Digitalization of Manufacturing Processes: Proposal and Experimental Results
title_sort Digitalization of Manufacturing Processes: Proposal and Experimental Results
author Rolle, Rodrigo Pita [UNESP]
author_facet Rolle, Rodrigo Pita [UNESP]
Martucci, Vinicius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
IEEE
author_role author
author2 Martucci, Vinicius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
IEEE
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Rolle, Rodrigo Pita [UNESP]
Martucci, Vinicius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
IEEE
description The Industry 4.0 is a new industrial paradigm that aims to fulfill the needs for more reliable, flexible and efficient industrial processes by implementing digital technology on the shop floor. The development of smart devices, new software tools and communication protocols makes it possible to connect real machines and instruments to the virtual space, enabling more sophisticated control and even future predictions. Digital Twins are an approach for intercommunicating physical and virtual machines or systems, whose main goal is to improve performance on the real system by using information from virtual tools that simulate the physical parts. Typical applications involve performance analysis, bottleneck detection, failure prediction and others. The ambitious aim of replicating the behavior of whole machines or systems also brings a lot of challenges: modeling and simulating complex systems with acceptable computational costs, assuring real-time communication and developing methods for deep analysis are some goals for researchers and vendors. This paper presents an architecture proposal for practical implementation of digital twins, that is based on an open-source tool for process control, lightweight communication protocols and flexible tools for modeling and 3D visualization. The implementation is meant to make the platform as general as possible, so that a myriad of machines and production systems can be modeled and represented on the digital twin architecture.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01
2020-12-10T16:59:37Z
2020-12-10T16:59:37Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
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dc.identifier.uri.fl_str_mv 2019 Ieee International Workshop On Metrology For Industry 4.0 And Internet Of Things (metroind4.0&iot). New York: Ieee, p. 426-431, 2019.
http://hdl.handle.net/11449/194950
WOS:000494799500083
identifier_str_mv 2019 Ieee International Workshop On Metrology For Industry 4.0 And Internet Of Things (metroind4.0&iot). New York: Ieee, p. 426-431, 2019.
WOS:000494799500083
url http://hdl.handle.net/11449/194950
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2019 Ieee International Workshop On Metrology For Industry 4.0 And Internet Of Things (metroind4.0&iot)
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 426-431
dc.publisher.none.fl_str_mv Ieee
publisher.none.fl_str_mv Ieee
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
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reponame_str Repositório Institucional da UNESP
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