Modular Framework for Digital Twins: Development and Performance Analysis
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1007/s40313-021-00830-w http://hdl.handle.net/11449/222533 |
Resumo: | The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework. |
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Repositório Institucional da UNESP |
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Modular Framework for Digital Twins: Development and Performance AnalysisAdvanced manufacturingCyber-physical systemsDigital twinsIndustry 4.0The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework.Sao Paulo State University (Unesp)Sao Paulo State University (Unesp)Universidade Estadual Paulista (UNESP)Rolle, Rodrigo P. [UNESP]Martucci, Vinícius de O. [UNESP]Godoy, Eduardo P. [UNESP]2022-04-28T19:45:18Z2022-04-28T19:45:18Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s40313-021-00830-wJournal of Control, Automation and Electrical Systems.2195-38992195-3880http://hdl.handle.net/11449/22253310.1007/s40313-021-00830-w2-s2.0-85116058196Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Control, Automation and Electrical Systemsinfo:eu-repo/semantics/openAccess2022-04-28T19:45:18Zoai:repositorio.unesp.br:11449/222533Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:29:40.253498Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Modular Framework for Digital Twins: Development and Performance Analysis |
title |
Modular Framework for Digital Twins: Development and Performance Analysis |
spellingShingle |
Modular Framework for Digital Twins: Development and Performance Analysis Rolle, Rodrigo P. [UNESP] Advanced manufacturing Cyber-physical systems Digital twins Industry 4.0 |
title_short |
Modular Framework for Digital Twins: Development and Performance Analysis |
title_full |
Modular Framework for Digital Twins: Development and Performance Analysis |
title_fullStr |
Modular Framework for Digital Twins: Development and Performance Analysis |
title_full_unstemmed |
Modular Framework for Digital Twins: Development and Performance Analysis |
title_sort |
Modular Framework for Digital Twins: Development and Performance Analysis |
author |
Rolle, Rodrigo P. [UNESP] |
author_facet |
Rolle, Rodrigo P. [UNESP] Martucci, Vinícius de O. [UNESP] Godoy, Eduardo P. [UNESP] |
author_role |
author |
author2 |
Martucci, Vinícius de O. [UNESP] Godoy, Eduardo P. [UNESP] |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Rolle, Rodrigo P. [UNESP] Martucci, Vinícius de O. [UNESP] Godoy, Eduardo P. [UNESP] |
dc.subject.por.fl_str_mv |
Advanced manufacturing Cyber-physical systems Digital twins Industry 4.0 |
topic |
Advanced manufacturing Cyber-physical systems Digital twins Industry 4.0 |
description |
The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-01-01 2022-04-28T19:45:18Z 2022-04-28T19:45:18Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1007/s40313-021-00830-w Journal of Control, Automation and Electrical Systems. 2195-3899 2195-3880 http://hdl.handle.net/11449/222533 10.1007/s40313-021-00830-w 2-s2.0-85116058196 |
url |
http://dx.doi.org/10.1007/s40313-021-00830-w http://hdl.handle.net/11449/222533 |
identifier_str_mv |
Journal of Control, Automation and Electrical Systems. 2195-3899 2195-3880 10.1007/s40313-021-00830-w 2-s2.0-85116058196 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Journal of Control, Automation and Electrical Systems |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus 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 |
|
_version_ |
1808128367778594816 |