ARENA—augmented reality to enhanced experimentation in smart warehouses

Detalhes bibliográficos
Autor(a) principal: Piardi, Luis
Data de Publicação: 2019
Outros Autores: Kalempa, Vivian Cremer, Limeira, Marcelo A., Oliveira, Andre Schneider, Leitão, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/21236
Resumo: The current industrial scenario demands advances that depend on expensive and sophisticated solutions. Augmented Reality (AR) can complement, with virtual elements, the real world. Faced with this features, an AR experience can meet the demand for prototype testing and new solutions, predicting problems and failures that may only exist in real situations. This work presents an environment for experimentation of advanced behaviors in smart factories, allowing experimentation with multi-robot systems (MRS), interconnected, cooperative, and interacting with virtual elements. The concept of ARENA introduces a novel approach to realistic and immersive experimentation in industrial environments, aiming to evaluate new technologies aligned with the Industry 4.0. The proposed method consists of a small-scale warehouse, inspired in a real scenario characterized in this paper, managing by a group of autonomous forklifts, fully interconnected, which are embodied by a swarm of tiny robots developed and prepared to operate in the small scale scenario. The AR is employed to enhance the capabilities of swarm robots, allowing box handling and virtual forklifts. Virtual laser range finders (LRF) are specially designed as segmentation of a global RGB-D camera, to improve robot perception, allowing obstacle avoidance and environment mapping. This infrastructure enables the evaluation of new strategies to improve manufacturing productivity, without compromising the production by automation faults.
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spelling ARENA—augmented reality to enhanced experimentation in smart warehousesAugmented realityRealidade aumentadaThe current industrial scenario demands advances that depend on expensive and sophisticated solutions. Augmented Reality (AR) can complement, with virtual elements, the real world. Faced with this features, an AR experience can meet the demand for prototype testing and new solutions, predicting problems and failures that may only exist in real situations. This work presents an environment for experimentation of advanced behaviors in smart factories, allowing experimentation with multi-robot systems (MRS), interconnected, cooperative, and interacting with virtual elements. The concept of ARENA introduces a novel approach to realistic and immersive experimentation in industrial environments, aiming to evaluate new technologies aligned with the Industry 4.0. The proposed method consists of a small-scale warehouse, inspired in a real scenario characterized in this paper, managing by a group of autonomous forklifts, fully interconnected, which are embodied by a swarm of tiny robots developed and prepared to operate in the small scale scenario. The AR is employed to enhance the capabilities of swarm robots, allowing box handling and virtual forklifts. Virtual laser range finders (LRF) are specially designed as segmentation of a global RGB-D camera, to improve robot perception, allowing obstacle avoidance and environment mapping. This infrastructure enables the evaluation of new strategies to improve manufacturing productivity, without compromising the production by automation faults.Biblioteca Digital do IPBPiardi, LuisKalempa, Vivian CremerLimeira, Marcelo A.Oliveira, Andre SchneiderLeitão, Paulo2020-03-31T08:40:28Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/21236engPiardi, Luis; Kalempa, Vivian Cremer; Limeira, Marcelo; Oliveira, André Schneider de; Leitão, Paulo (2019). ARENA—augmented reality to enhanced experimentation in smart warehouses. Sensors. 19:19, p. 4308-10.3390/s19194308info: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:RCAAP2023-11-21T10:47:55Zoai:bibliotecadigital.ipb.pt:10198/21236Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:12:20.243238Repositório 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 ARENA—augmented reality to enhanced experimentation in smart warehouses
title ARENA—augmented reality to enhanced experimentation in smart warehouses
spellingShingle ARENA—augmented reality to enhanced experimentation in smart warehouses
Piardi, Luis
Augmented reality
Realidade aumentada
title_short ARENA—augmented reality to enhanced experimentation in smart warehouses
title_full ARENA—augmented reality to enhanced experimentation in smart warehouses
title_fullStr ARENA—augmented reality to enhanced experimentation in smart warehouses
title_full_unstemmed ARENA—augmented reality to enhanced experimentation in smart warehouses
title_sort ARENA—augmented reality to enhanced experimentation in smart warehouses
author Piardi, Luis
author_facet Piardi, Luis
Kalempa, Vivian Cremer
Limeira, Marcelo A.
Oliveira, Andre Schneider
Leitão, Paulo
author_role author
author2 Kalempa, Vivian Cremer
Limeira, Marcelo A.
Oliveira, Andre Schneider
Leitão, Paulo
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Piardi, Luis
Kalempa, Vivian Cremer
Limeira, Marcelo A.
Oliveira, Andre Schneider
Leitão, Paulo
dc.subject.por.fl_str_mv Augmented reality
Realidade aumentada
topic Augmented reality
Realidade aumentada
description The current industrial scenario demands advances that depend on expensive and sophisticated solutions. Augmented Reality (AR) can complement, with virtual elements, the real world. Faced with this features, an AR experience can meet the demand for prototype testing and new solutions, predicting problems and failures that may only exist in real situations. This work presents an environment for experimentation of advanced behaviors in smart factories, allowing experimentation with multi-robot systems (MRS), interconnected, cooperative, and interacting with virtual elements. The concept of ARENA introduces a novel approach to realistic and immersive experimentation in industrial environments, aiming to evaluate new technologies aligned with the Industry 4.0. The proposed method consists of a small-scale warehouse, inspired in a real scenario characterized in this paper, managing by a group of autonomous forklifts, fully interconnected, which are embodied by a swarm of tiny robots developed and prepared to operate in the small scale scenario. The AR is employed to enhance the capabilities of swarm robots, allowing box handling and virtual forklifts. Virtual laser range finders (LRF) are specially designed as segmentation of a global RGB-D camera, to improve robot perception, allowing obstacle avoidance and environment mapping. This infrastructure enables the evaluation of new strategies to improve manufacturing productivity, without compromising the production by automation faults.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2020-03-31T08:40:28Z
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/10198/21236
url http://hdl.handle.net/10198/21236
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Piardi, Luis; Kalempa, Vivian Cremer; Limeira, Marcelo; Oliveira, André Schneider de; Leitão, Paulo (2019). ARENA—augmented reality to enhanced experimentation in smart warehouses. Sensors. 19:19, p. 4308-
10.3390/s19194308
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.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
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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