Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10198/26134 |
Resumo: | Nowadays, the automation of factory floors is necessary for extensive manufacturing processes to meet the ever-increasing competitiveness of current markets. The technological advances applied to the digital platforms have led many businesses to automate their manufacturing processes, introducing robotic manipulators collaborating with human operators to achieve new productivity, manufacturing quality, and safety levels. However, regardless of the amount of optimization implemented, some quality problems may be introduced in production lines with many products being designed and produced. This project proposes a solution for feature extraction that can be applied to automatic shape- and position-detection using a 2-dimension (2D) industrial laser to extract 3-dimension (3D) data where the movement of the item adds the third dimension through the laser’s beam. The main goal is data acquisition and analysis. This analysis will later lead to the generation of trajectories for a robotic manipulator. The results of this application proved reliable given their small measurement error values of a maximum of 2 mm. |
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Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laserRobot trajectory generation2D laser scanningData acquisitionPoint cloudNowadays, the automation of factory floors is necessary for extensive manufacturing processes to meet the ever-increasing competitiveness of current markets. The technological advances applied to the digital platforms have led many businesses to automate their manufacturing processes, introducing robotic manipulators collaborating with human operators to achieve new productivity, manufacturing quality, and safety levels. However, regardless of the amount of optimization implemented, some quality problems may be introduced in production lines with many products being designed and produced. This project proposes a solution for feature extraction that can be applied to automatic shape- and position-detection using a 2-dimension (2D) industrial laser to extract 3-dimension (3D) data where the movement of the item adds the third dimension through the laser’s beam. The main goal is data acquisition and analysis. This analysis will later lead to the generation of trajectories for a robotic manipulator. The results of this application proved reliable given their small measurement error values of a maximum of 2 mm.MDPIBiblioteca Digital do IPBGomes, DiogoAlvarez, Mariano JoseBrancalião, LaianyCarneiro, JorgeGonçalves, GilCosta, Paulo Gomes daGonçalves, JoséPinto, Vítor H.2022-11-22T11:29:39Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/26134engGomes, Diogo; Alvarez, Mariano; Brancalião, Laiany; Carneiro, Jorge; Gonçalves, Gil; Costa, Paulo; Gonçalves, José; Pinto, Vítor H. (2022). Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser. Machines. 10:10.10.3390/machines10100907info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:58:25Zoai:bibliotecadigital.ipb.pt:10198/26134Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:16:40.493301Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
title |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
spellingShingle |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser Gomes, Diogo Robot trajectory generation 2D laser scanning Data acquisition Point cloud |
title_short |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
title_full |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
title_fullStr |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
title_full_unstemmed |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
title_sort |
Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser |
author |
Gomes, Diogo |
author_facet |
Gomes, Diogo Alvarez, Mariano Jose Brancalião, Laiany Carneiro, Jorge Gonçalves, Gil Costa, Paulo Gomes da Gonçalves, José Pinto, Vítor H. |
author_role |
author |
author2 |
Alvarez, Mariano Jose Brancalião, Laiany Carneiro, Jorge Gonçalves, Gil Costa, Paulo Gomes da Gonçalves, José Pinto, Vítor H. |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
dc.contributor.author.fl_str_mv |
Gomes, Diogo Alvarez, Mariano Jose Brancalião, Laiany Carneiro, Jorge Gonçalves, Gil Costa, Paulo Gomes da Gonçalves, José Pinto, Vítor H. |
dc.subject.por.fl_str_mv |
Robot trajectory generation 2D laser scanning Data acquisition Point cloud |
topic |
Robot trajectory generation 2D laser scanning Data acquisition Point cloud |
description |
Nowadays, the automation of factory floors is necessary for extensive manufacturing processes to meet the ever-increasing competitiveness of current markets. The technological advances applied to the digital platforms have led many businesses to automate their manufacturing processes, introducing robotic manipulators collaborating with human operators to achieve new productivity, manufacturing quality, and safety levels. However, regardless of the amount of optimization implemented, some quality problems may be introduced in production lines with many products being designed and produced. This project proposes a solution for feature extraction that can be applied to automatic shape- and position-detection using a 2-dimension (2D) industrial laser to extract 3-dimension (3D) data where the movement of the item adds the third dimension through the laser’s beam. The main goal is data acquisition and analysis. This analysis will later lead to the generation of trajectories for a robotic manipulator. The results of this application proved reliable given their small measurement error values of a maximum of 2 mm. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-11-22T11:29:39Z 2022 2022-01-01T00:00:00Z |
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://hdl.handle.net/10198/26134 |
url |
http://hdl.handle.net/10198/26134 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Gomes, Diogo; Alvarez, Mariano; Brancalião, Laiany; Carneiro, Jorge; Gonçalves, Gil; Costa, Paulo; Gonçalves, José; Pinto, Vítor H. (2022). Data analysis for trajectory generation for a robot manipulator using data from a 2D industrial laser. Machines. 10:10. 10.3390/machines10100907 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
MDPI |
publisher.none.fl_str_mv |
MDPI |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799135452851077120 |