Digitalization of Manufacturing Processes: Proposal and Experimental Results
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , |
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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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 |
format |
conferenceObject |
status_str |
publishedVersion |
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 |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
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1808129394609225728 |