Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da Uninove |
Texto Completo: | http://bibliotecatede.uninove.br/handle/tede/2443 |
Resumo: | With the development of production processes over the last decades, machine tools has been evolving and today it is impossible not to visualize on a daily basis the new facilities arising from technological developments, the most current, called the Fourth Industrial Revolution or Industry 4.0 (I 4.0). Because it is so relevant, it has become a competitive differential in all markets and will not be different in the industry nor in its operational areas. Knowing when there will be the previous failure of any machine is fundamental for the maximization of the company's results and consequently the minimization of operational costs. This research aimed to evaluate a proposal for a IoT (internet of things) system for online management of spindles in operation, to provide reliable data for maintenance management in the context of industry 4.0. The evaluation of the application of the method-type artifact in an automotive industry took place through design science research, which was defined as a research method. Thus, a artifact was developed through the systematic review of the literature and a proposal was created for the implementation of an online monitoring system in spindles, which was demonstrated and evaluated arriving at the validation of the method-type artifact in the automotive industry. The results of this application contribute theoretically with an extensive systematic review of the literature, with the models and methods applied besides developing a method-type artifact that can be used as a tool for the implementation of the 4.0 industry with the delivery of a detailed planning. In addition, the normal behavior of the spindle in operation is demonstrated, contributing to both academia and industry in the sense of advancing knowledge and preventing catastrophic failures. It is possible to mention the future works arising from the research are related to another important concept of I 4.0, which is the artificial intelligence to perform prognostics in addition, obviously, to the replication of the study in different models of machine tools |
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Pinto, Luiz Fernando RodriguesPinto, Luiz Fernando RodriguesGonçalves, Rodrigo FrancoPereira, Fabio Henriquehttp://lattes.cnpq.br/9646539412670413Bachim, Thyago2021-01-26T19:32:05Z2020-11-26Bachim, Thyago. Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação. 2020. 138 f. Dissertação( Programa de Mestrado em Engenharia de Produção) - Universidade Nove de Julho, São Paulo.http://bibliotecatede.uninove.br/handle/tede/2443With the development of production processes over the last decades, machine tools has been evolving and today it is impossible not to visualize on a daily basis the new facilities arising from technological developments, the most current, called the Fourth Industrial Revolution or Industry 4.0 (I 4.0). Because it is so relevant, it has become a competitive differential in all markets and will not be different in the industry nor in its operational areas. Knowing when there will be the previous failure of any machine is fundamental for the maximization of the company's results and consequently the minimization of operational costs. This research aimed to evaluate a proposal for a IoT (internet of things) system for online management of spindles in operation, to provide reliable data for maintenance management in the context of industry 4.0. The evaluation of the application of the method-type artifact in an automotive industry took place through design science research, which was defined as a research method. Thus, a artifact was developed through the systematic review of the literature and a proposal was created for the implementation of an online monitoring system in spindles, which was demonstrated and evaluated arriving at the validation of the method-type artifact in the automotive industry. The results of this application contribute theoretically with an extensive systematic review of the literature, with the models and methods applied besides developing a method-type artifact that can be used as a tool for the implementation of the 4.0 industry with the delivery of a detailed planning. In addition, the normal behavior of the spindle in operation is demonstrated, contributing to both academia and industry in the sense of advancing knowledge and preventing catastrophic failures. It is possible to mention the future works arising from the research are related to another important concept of I 4.0, which is the artificial intelligence to perform prognostics in addition, obviously, to the replication of the study in different models of machine toolsCom o desenvolvimento dos processos produtivos ao longo das últimas décadas, as máquinas-ferramentas foram evoluindo e hoje é impossível não visualizar no dia-a-dia as novas facilidades oriundas das evoluções tecnológicas, a mais atual, chamada de Quarta Revolução Industrial ou Indústria 4.0 (I 4.0). Por ser algo tão relevante, se tornou um diferencial competitivo em todos os mercados e não será diferente na indústria nem tão pouco em suas áreas operacionais. Estimar quando haverá a falha prévia de qualquer máquina é fundamental para a maximização dos resultados da companhia e consequentemente a minimização dos custos operacionais. Neste sentido, esta pesquisa teve como objetivo propor um sistema IoT (internet das coisas) para gerenciamento online de spindles em operação, para prover dados confiáveis para a gestão da manutenção no contexto da indústria 4.0. A avaliação da aplicação do artefato em uma indústria automotiva se deu por meio do método design science research, a qual foi definida como método de pesquisa. Desta forma, foi desenvolvido um artefato do tipo método através da revisão sistemática da literatura e criado uma proposta para implementação de um sistema de monitoramento online em spindles o qual foi demonstrado e avaliado chegando-se à validação do artefato tipo método na indústria automotiva. Os resultados desta pesquisa contribuem teoricamente com uma extensa revisão sistemática da literatura, com os modelos e métodos aplicados além de desenvolver um artefato do tipo método que pode ser utilizado como instrumento para implantação da indústria 4.0 com a entrega de um planejamento detalhado. Além disso, é demonstrado o comportamento normal do spindle em operação contribuindo tanto para academia como para indústria, no sentido de avanço do conhecimento e prevenção de falhas catastróficas. Pode-se mencionar os trabalhos futuros oriundos da pesquisa que estão relacionados a outro importante conceito da I 4.0, que é a inteligência artificial para realização de prognósticos além, obviamente da replicação do estudo em modelos diferentes de máquinasferramentas.Submitted by Nadir Basilio (nadirsb@uninove.br) on 2021-01-26T19:32:05Z No. of bitstreams: 1 Thyago Bachim.pdf: 2244191 bytes, checksum: 9f221df477f2e8233f55153adb48144f (MD5)Made available in DSpace on 2021-01-26T19:32:05Z (GMT). No. of bitstreams: 1 Thyago Bachim.pdf: 2244191 bytes, checksum: 9f221df477f2e8233f55153adb48144f (MD5) Previous issue date: 2020-11-26application/pdfporUniversidade Nove de JulhoPrograma de Pós-Graduação de Mestrado e Doutorado em Engenharia de ProduçãoUNINOVEBrasilEngenhariamáquinas-ferramentasindústria 4.0manutençãospindleinternet das coisasmachine toolsindustry 4.0maintenancespindleinternet of thingsENGENHARIAS::ENGENHARIA DE PRODUCAOProposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operaçãoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis2551182063231974631600info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da Uninoveinstname:Universidade Nove de Julho (UNINOVE)instacron:UNINOVEORIGINALThyago Bachim.pdfThyago Bachim.pdfapplication/pdf2244191http://localhost:8080/tede/bitstream/tede/2443/2/Thyago+Bachim.pdf9f221df477f2e8233f55153adb48144fMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://localhost:8080/tede/bitstream/tede/2443/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/24432021-10-08 17:07:30.042oai: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:2021-10-08T20:07:30Biblioteca Digital de Teses e Dissertações da Uninove - Universidade Nove de Julho (UNINOVE)false |
dc.title.por.fl_str_mv |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
title |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
spellingShingle |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação Bachim, Thyago máquinas-ferramentas indústria 4.0 manutenção spindle internet das coisas machine tools industry 4.0 maintenance spindle internet of things ENGENHARIAS::ENGENHARIA DE PRODUCAO |
title_short |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
title_full |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
title_fullStr |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
title_full_unstemmed |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
title_sort |
Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação |
author |
Bachim, Thyago |
author_facet |
Bachim, Thyago |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Pinto, Luiz Fernando Rodrigues |
dc.contributor.referee1.fl_str_mv |
Pinto, Luiz Fernando Rodrigues |
dc.contributor.referee2.fl_str_mv |
Gonçalves, Rodrigo Franco |
dc.contributor.referee3.fl_str_mv |
Pereira, Fabio Henrique |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/9646539412670413 |
dc.contributor.author.fl_str_mv |
Bachim, Thyago |
contributor_str_mv |
Pinto, Luiz Fernando Rodrigues Pinto, Luiz Fernando Rodrigues Gonçalves, Rodrigo Franco Pereira, Fabio Henrique |
dc.subject.por.fl_str_mv |
máquinas-ferramentas indústria 4.0 manutenção spindle internet das coisas |
topic |
máquinas-ferramentas indústria 4.0 manutenção spindle internet das coisas machine tools industry 4.0 maintenance spindle internet of things ENGENHARIAS::ENGENHARIA DE PRODUCAO |
dc.subject.eng.fl_str_mv |
machine tools industry 4.0 maintenance spindle internet of things |
dc.subject.cnpq.fl_str_mv |
ENGENHARIAS::ENGENHARIA DE PRODUCAO |
description |
With the development of production processes over the last decades, machine tools has been evolving and today it is impossible not to visualize on a daily basis the new facilities arising from technological developments, the most current, called the Fourth Industrial Revolution or Industry 4.0 (I 4.0). Because it is so relevant, it has become a competitive differential in all markets and will not be different in the industry nor in its operational areas. Knowing when there will be the previous failure of any machine is fundamental for the maximization of the company's results and consequently the minimization of operational costs. This research aimed to evaluate a proposal for a IoT (internet of things) system for online management of spindles in operation, to provide reliable data for maintenance management in the context of industry 4.0. The evaluation of the application of the method-type artifact in an automotive industry took place through design science research, which was defined as a research method. Thus, a artifact was developed through the systematic review of the literature and a proposal was created for the implementation of an online monitoring system in spindles, which was demonstrated and evaluated arriving at the validation of the method-type artifact in the automotive industry. The results of this application contribute theoretically with an extensive systematic review of the literature, with the models and methods applied besides developing a method-type artifact that can be used as a tool for the implementation of the 4.0 industry with the delivery of a detailed planning. In addition, the normal behavior of the spindle in operation is demonstrated, contributing to both academia and industry in the sense of advancing knowledge and preventing catastrophic failures. It is possible to mention the future works arising from the research are related to another important concept of I 4.0, which is the artificial intelligence to perform prognostics in addition, obviously, to the replication of the study in different models of machine tools |
publishDate |
2020 |
dc.date.issued.fl_str_mv |
2020-11-26 |
dc.date.accessioned.fl_str_mv |
2021-01-26T19:32:05Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
Bachim, Thyago. Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação. 2020. 138 f. Dissertação( Programa de Mestrado em Engenharia de Produção) - Universidade Nove de Julho, São Paulo. |
dc.identifier.uri.fl_str_mv |
http://bibliotecatede.uninove.br/handle/tede/2443 |
identifier_str_mv |
Bachim, Thyago. Proposição de um sistema IoT (Internet of Things) para gerenciamento de spindles em operação. 2020. 138 f. Dissertação( Programa de Mestrado em Engenharia de Produção) - Universidade Nove de Julho, São Paulo. |
url |
http://bibliotecatede.uninove.br/handle/tede/2443 |
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por |
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por |
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2551182063231974631 |
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600 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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Universidade Nove de Julho |
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Programa de Pós-Graduação de Mestrado e Doutorado em Engenharia de Produção |
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UNINOVE |
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Brasil |
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Engenharia |
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Universidade Nove de Julho |
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