Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Souza, Jerri Bernardes de lattes
Orientador(a): Belan, Peterson Adriano lattes
Banca de defesa: Belan, Peterson Adriano lattes, Paschoalin Filho, João Alexandre lattes, Oliveira Neto, Geraldo Cardoso de lattes, Araújo, Sidnei Alves de lattes
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Nove de Julho
Programa de Pós-Graduação: Programa de Pós-Graduação em Informática e Gestão do Conhecimento
Departamento: Informática
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://bibliotecatede.uninove.br/handle/tede/3600
Resumo: The transition to Industry 4.0 has brought a revolution in industrial processes, integrating advanced technologies to optimize production and data acquisition. In this context, Metrology 4.0 emerges as a key field, driving the digitalization and efficiency of metrological processes. Calibration 4.0, as part of this movement, leverages innovative techniques to enhance measurement accuracy, reduce operational time, and increase reliability in industrial processes that require periodic calibration. The primary objective of this study is to propose a framework for Calibration 4.0, specifically designed for analog sensors without digital communication protocols, enabling their integration into intelligent calibration systems. To achieve this, a methodology was developed to allow automatic data acquisition and the adaptation of these sensors to the requirements of Metrology 4.0. The research adopts a quantitative and qualitative approach, based on bibliometric analysis, a systematic literature review, and semi- structured interviews with experts. Based on this analysis, a structured framework was conceived, integrating reference standards with sensors under calibration, allowing their direct incorporation into the production process. The key findings indicate that adopting the proposed framework significantly reduces calibration time and operational costs by eliminating the need for manual calibrations and the transportation of sensors to specialized laboratories. Furthermore, the model improves measurement traceability and reliability, contributing to greater efficiency in industrial processes. The research also identified technical and operational challenges in implementing digital calibration for analog sensors, highlighting the importance of adaptable solutions for different industrial sectors. This study provides significant contributions to the industry by enabling the digitalization of calibration processes that traditionally require manual intervention. Its potential applications extend across various manufacturing sectors, ensuring greater efficiency, reliability, and alignment with Industry 4.0 practices, thereby promoting advancements in Metrology 4.0 and driving digital transformation in the sector.
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spelling Belan, Peterson Adrianohttp://lattes.cnpq.br/8197537484347198Belan, Peterson Adrianohttp://lattes.cnpq.br/8197537484347198Paschoalin Filho, João Alexandrehttp://lattes.cnpq.br/7933402277545891Oliveira Neto, Geraldo Cardoso dehttp://lattes.cnpq.br/6721738988129342Araújo, Sidnei Alves dehttp://lattes.cnpq.br/2542529753132844http://lattes.cnpq.br/1523402852452502Souza, Jerri Bernardes de2025-03-14T21:25:40Z2024-12-20Souza, Jerri Bernardes de. Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0. 2024. 152 f. Tese( Programa de Pós-Graduação em Informática e Gestão do Conhecimento) - Universidade Nove de Julho, São Paulo.http://bibliotecatede.uninove.br/handle/tede/3600The transition to Industry 4.0 has brought a revolution in industrial processes, integrating advanced technologies to optimize production and data acquisition. In this context, Metrology 4.0 emerges as a key field, driving the digitalization and efficiency of metrological processes. Calibration 4.0, as part of this movement, leverages innovative techniques to enhance measurement accuracy, reduce operational time, and increase reliability in industrial processes that require periodic calibration. The primary objective of this study is to propose a framework for Calibration 4.0, specifically designed for analog sensors without digital communication protocols, enabling their integration into intelligent calibration systems. To achieve this, a methodology was developed to allow automatic data acquisition and the adaptation of these sensors to the requirements of Metrology 4.0. The research adopts a quantitative and qualitative approach, based on bibliometric analysis, a systematic literature review, and semi- structured interviews with experts. Based on this analysis, a structured framework was conceived, integrating reference standards with sensors under calibration, allowing their direct incorporation into the production process. The key findings indicate that adopting the proposed framework significantly reduces calibration time and operational costs by eliminating the need for manual calibrations and the transportation of sensors to specialized laboratories. Furthermore, the model improves measurement traceability and reliability, contributing to greater efficiency in industrial processes. The research also identified technical and operational challenges in implementing digital calibration for analog sensors, highlighting the importance of adaptable solutions for different industrial sectors. This study provides significant contributions to the industry by enabling the digitalization of calibration processes that traditionally require manual intervention. Its potential applications extend across various manufacturing sectors, ensuring greater efficiency, reliability, and alignment with Industry 4.0 practices, thereby promoting advancements in Metrology 4.0 and driving digital transformation in the sector.A transição para a Indústria 4.0 trouxe uma revolução nos processos industriais, integrando tecnologias avançadas para otimizar a produção e a coleta de dados. Nesse cenário, a Metrologia 4.0 emerge como um campo essencial, impulsionando a digitalização e a eficiência dos processos metrológicos. A Calibração 4.0, como parte desse movimento, utiliza técnicas inovadoras para melhorar a precisão das medições, reduzir o tempo de operação e aumentar a confiabilidade nos processos industriais que dependem de calibração periódica. O objetivo principal deste trabalho é propor um framework para Calibração 4.0, voltado para sensores analógicos sem protocolo de comunicação digital, promovendo sua integração em sistemas de calibração inteligentes. Para isso, desenvolveu-se uma metodologia que permite a coleta automática de dados e a adaptação desses sensores aos requisitos da Metrologia 4.0. A pesquisa adota uma abordagem quantitativa e qualitativa, baseada em análise bibliométrica, revisão sistemática de literatura e entrevistas semiestruturadas com especialistas. A partir dessa análise, foi concebido um framework estruturado que combina padrões de referência com sensores sob calibração, permitindo sua integração direta ao processo produtivo. Os principais resultados indicam que a adoção do framework reduz significativamente o tempo de calibração e os custos operacionais, ao eliminar a necessidade de calibrações manuais e transporte de sensores para laboratórios especializados. Além disso, o modelo melhora a rastreabilidade e confiabilidade das medições, contribuindo para maior eficiência dos processos industriais. A pesquisa também revelou desafios técnicos e operacionais na implementação da calibração digital para sensores analógicos, destacando a importância de soluções adaptáveis para diferentes setores industriais. Este trabalho oferece contribuições relevantes à indústria ao viabilizar a digitalização de processos de calibração que tradicionalmente exigem intervenção manual. Seu potencial de aplicação se estende a diversas áreas da manufatura, garantindo maior eficiência, confiabilidade e alinhamento com as práticas da Indústria 4.0, promovendo avanços na Metrologia 4.0 e impulsionando a transformação digital no setor.Submitted by Nadir Basilio (nadirsb@uninove.br) on 2025-03-14T21:25:40Z No. of bitstreams: 1 Jerri Bernardes de Souza.pdf: 3829562 bytes, checksum: ae86fbc6caa6540fadf896c6a1be57fa (MD5)Made available in DSpace on 2025-03-14T21:25:40Z (GMT). No. of bitstreams: 1 Jerri Bernardes de Souza.pdf: 3829562 bytes, checksum: ae86fbc6caa6540fadf896c6a1be57fa (MD5) Previous issue date: 2024-12-20application/pdfporUniversidade Nove de JulhoPrograma de Pós-Graduação em Informática e Gestão do ConhecimentoUNINOVEBrasilInformáticasensores analógicoscalibração 4.0indústria 4.0metrologia 4.0aquisição de dados automáticaanalog sensorscalibration 4.0industry 4.0metrology 4.0automatic data acquisitionCIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAOFramework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0Framework for calibration 4.0 of analog sensors: digital integration and interoperability in metrology 4.0info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis8930092515683771531600info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da Uninoveinstname:Universidade Nove de Julho (UNINOVE)instacron:UNINOVEORIGINALJerri Bernardes de Souza.pdfJerri Bernardes de Souza.pdfapplication/pdf3829562http://localhost:8080/tede/bitstream/tede/3600/2/Jerri+Bernardes+de+Souza.pdfae86fbc6caa6540fadf896c6a1be57faMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://localhost:8080/tede/bitstream/tede/3600/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/36002025-03-14 18:25:40.401oai:localhost: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Biblioteca Digital de Teses e Dissertaçõeshttp://bibliotecatede.uninove.br/PRIhttp://bibliotecatede.uninove.br/oai/requestbibliotecatede@uninove.br||bibliotecatede@uninove.bropendoar:2025-03-14T21:25:40Biblioteca Digital de Teses e Dissertações da Uninove - Universidade Nove de Julho (UNINOVE)false
dc.title.por.fl_str_mv Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
dc.title.alternative.eng.fl_str_mv Framework for calibration 4.0 of analog sensors: digital integration and interoperability in metrology 4.0
title Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
spellingShingle Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
Souza, Jerri Bernardes de
sensores analógicos
calibração 4.0
indústria 4.0
metrologia 4.0
aquisição de dados automática
analog sensors
calibration 4.0
industry 4.0
metrology 4.0
automatic data acquisition
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
title_short Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
title_full Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
title_fullStr Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
title_full_unstemmed Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
title_sort Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0
author Souza, Jerri Bernardes de
author_facet Souza, Jerri Bernardes de
author_role author
dc.contributor.advisor1.fl_str_mv Belan, Peterson Adriano
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8197537484347198
dc.contributor.referee1.fl_str_mv Belan, Peterson Adriano
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/8197537484347198
dc.contributor.referee2.fl_str_mv Paschoalin Filho, João Alexandre
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/7933402277545891
dc.contributor.referee3.fl_str_mv Oliveira Neto, Geraldo Cardoso de
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/6721738988129342
dc.contributor.referee4.fl_str_mv Araújo, Sidnei Alves de
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/2542529753132844
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/1523402852452502
dc.contributor.author.fl_str_mv Souza, Jerri Bernardes de
contributor_str_mv Belan, Peterson Adriano
Belan, Peterson Adriano
Paschoalin Filho, João Alexandre
Oliveira Neto, Geraldo Cardoso de
Araújo, Sidnei Alves de
dc.subject.por.fl_str_mv sensores analógicos
calibração 4.0
indústria 4.0
metrologia 4.0
aquisição de dados automática
topic sensores analógicos
calibração 4.0
indústria 4.0
metrologia 4.0
aquisição de dados automática
analog sensors
calibration 4.0
industry 4.0
metrology 4.0
automatic data acquisition
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
dc.subject.eng.fl_str_mv analog sensors
calibration 4.0
industry 4.0
metrology 4.0
automatic data acquisition
dc.subject.cnpq.fl_str_mv CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
description The transition to Industry 4.0 has brought a revolution in industrial processes, integrating advanced technologies to optimize production and data acquisition. In this context, Metrology 4.0 emerges as a key field, driving the digitalization and efficiency of metrological processes. Calibration 4.0, as part of this movement, leverages innovative techniques to enhance measurement accuracy, reduce operational time, and increase reliability in industrial processes that require periodic calibration. The primary objective of this study is to propose a framework for Calibration 4.0, specifically designed for analog sensors without digital communication protocols, enabling their integration into intelligent calibration systems. To achieve this, a methodology was developed to allow automatic data acquisition and the adaptation of these sensors to the requirements of Metrology 4.0. The research adopts a quantitative and qualitative approach, based on bibliometric analysis, a systematic literature review, and semi- structured interviews with experts. Based on this analysis, a structured framework was conceived, integrating reference standards with sensors under calibration, allowing their direct incorporation into the production process. The key findings indicate that adopting the proposed framework significantly reduces calibration time and operational costs by eliminating the need for manual calibrations and the transportation of sensors to specialized laboratories. Furthermore, the model improves measurement traceability and reliability, contributing to greater efficiency in industrial processes. The research also identified technical and operational challenges in implementing digital calibration for analog sensors, highlighting the importance of adaptable solutions for different industrial sectors. This study provides significant contributions to the industry by enabling the digitalization of calibration processes that traditionally require manual intervention. Its potential applications extend across various manufacturing sectors, ensuring greater efficiency, reliability, and alignment with Industry 4.0 practices, thereby promoting advancements in Metrology 4.0 and driving digital transformation in the sector.
publishDate 2024
dc.date.issued.fl_str_mv 2024-12-20
dc.date.accessioned.fl_str_mv 2025-03-14T21:25:40Z
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dc.identifier.citation.fl_str_mv Souza, Jerri Bernardes de. Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0. 2024. 152 f. Tese( Programa de Pós-Graduação em Informática e Gestão do Conhecimento) - Universidade Nove de Julho, São Paulo.
dc.identifier.uri.fl_str_mv http://bibliotecatede.uninove.br/handle/tede/3600
identifier_str_mv Souza, Jerri Bernardes de. Framework para calibração 4.0 de sensores analógicos: integração digital e interoperabilidade na metrologia 4.0. 2024. 152 f. Tese( Programa de Pós-Graduação em Informática e Gestão do Conhecimento) - Universidade Nove de Julho, São Paulo.
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dc.publisher.initials.fl_str_mv UNINOVE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Informática
publisher.none.fl_str_mv Universidade Nove de Julho
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