Real-Time Monitoring Tool for SNN Hardware Architecture

One of the main objectives of virtual reality (VR) is to simplify human resource interactions with equipment once a process is in operation, especially in the case of techniques that are related and whose devices communicate with each other. VR allows operators to become familiar with the production...

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Hovedforfatter: Zapata, Mireya (author)
Andre forfattere: Vargas, Vanessa (author), Cagua, Ariel (author), Álvarez, Daniela (author), Vallejo, Bernando (author), Madrenas, Jordi (author)
Format: article
Sprog:eng
Udgivet: 2023
Online adgang:https://link.springer.com/chapter/10.1007/978-3-031-31183-3_24
https://hdl.handle.net/20.500.14809/5431
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author Zapata, Mireya
author2 Vargas, Vanessa
Cagua, Ariel
Álvarez, Daniela
Vallejo, Bernando
Madrenas, Jordi
author2_role author
author
author
author
author
author_facet Zapata, Mireya
Vargas, Vanessa
Cagua, Ariel
Álvarez, Daniela
Vallejo, Bernando
Madrenas, Jordi
author_role author
collection Repositorio Universidad Tecnológica Indoamérica
dc.creator.none.fl_str_mv Zapata, Mireya
Vargas, Vanessa
Cagua, Ariel
Álvarez, Daniela
Vallejo, Bernando
Madrenas, Jordi
dc.date.none.fl_str_mv 2023-06-19T13:59:53Z
2023-06-19T13:59:53Z
2023
dc.identifier.none.fl_str_mv https://link.springer.com/chapter/10.1007/978-3-031-31183-3_24
https://hdl.handle.net/20.500.14809/5431
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Lecture Notes in Networks and Systems. Volume 678 LNNS, Pages 478 - 493. International Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022
dc.rights.none.fl_str_mv https://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Tecnológica Indoamérica
instname:Universidad Tecnológica Indoamérica
instacron:UTI
dc.title.none.fl_str_mv Real-Time Monitoring Tool for SNN Hardware Architecture
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description One of the main objectives of virtual reality (VR) is to simplify human resource interactions with equipment once a process is in operation, especially in the case of techniques that are related and whose devices communicate with each other. VR allows operators to become familiar with the production environment and the process in a tangible way during training, making them aware of the context where they will be working, both the physical space and the contingencies that may arise. This paper presents an immersive training module for detecting and correcting faults in induction motors. Two groups were considered for testing the effectiveness of the developed system: a control group and an experimental group. The tests showed that with this technology, the teaching-learning process time is optimized by more than 50%. In addition, with a p-value lower than the selected alpha level, it was confirmed that the use of VR, in this case, is more efficient than the use of conventional training methodologies. Finally, the usability of the proposal was evaluated, concluding that, although the system has several areas for improvement, it is beneficial for the industry
eu_rights_str_mv openAccess
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institution UTI
instname_str Universidad Tecnológica Indoamérica
language eng
network_acronym_str UTI
network_name_str Repositorio Universidad Tecnológica Indoamérica
oai_identifier_str oai:repositorio.uti.edu.ec:20.500.14809/5431
publishDate 2023
publisher.none.fl_str_mv Lecture Notes in Networks and Systems. Volume 678 LNNS, Pages 478 - 493. International Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022
reponame_str Repositorio Universidad Tecnológica Indoamérica
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Tecnológica Indoamérica - Universidad Tecnológica Indoamérica
repository_id_str 0
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
spelling Real-Time Monitoring Tool for SNN Hardware ArchitectureZapata, MireyaVargas, VanessaCagua, ArielÁlvarez, DanielaVallejo, BernandoMadrenas, JordiOne of the main objectives of virtual reality (VR) is to simplify human resource interactions with equipment once a process is in operation, especially in the case of techniques that are related and whose devices communicate with each other. VR allows operators to become familiar with the production environment and the process in a tangible way during training, making them aware of the context where they will be working, both the physical space and the contingencies that may arise. This paper presents an immersive training module for detecting and correcting faults in induction motors. Two groups were considered for testing the effectiveness of the developed system: a control group and an experimental group. The tests showed that with this technology, the teaching-learning process time is optimized by more than 50%. In addition, with a p-value lower than the selected alpha level, it was confirmed that the use of VR, in this case, is more efficient than the use of conventional training methodologies. Finally, the usability of the proposal was evaluated, concluding that, although the system has several areas for improvement, it is beneficial for the industryLecture Notes in Networks and Systems. Volume 678 LNNS, Pages 478 - 493. International Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 20222023-06-19T13:59:53Z2023-06-19T13:59:53Z2023info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://link.springer.com/chapter/10.1007/978-3-031-31183-3_24https://hdl.handle.net/20.500.14809/5431enghttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Tecnológica Indoaméricainstname:Universidad Tecnológica Indoaméricainstacron:UTI2023-09-11T01:37:20Zoai:repositorio.uti.edu.ec:20.500.14809/5431Institucionalhttps://repositorio.uti.edu.ec/Institución privadahttps://indoamerica.edu.ec/https://repositorio.uti.edu.ec/oai.Ecuador...opendoar:02023-09-11T01:37:20Repositorio Universidad Tecnológica Indoamérica - Universidad Tecnológica Indoaméricafalse
spellingShingle Real-Time Monitoring Tool for SNN Hardware Architecture
Zapata, Mireya
status_str publishedVersion
title Real-Time Monitoring Tool for SNN Hardware Architecture
title_full Real-Time Monitoring Tool for SNN Hardware Architecture
title_fullStr Real-Time Monitoring Tool for SNN Hardware Architecture
title_full_unstemmed Real-Time Monitoring Tool for SNN Hardware Architecture
title_short Real-Time Monitoring Tool for SNN Hardware Architecture
title_sort Real-Time Monitoring Tool for SNN Hardware Architecture
url https://link.springer.com/chapter/10.1007/978-3-031-31183-3_24
https://hdl.handle.net/20.500.14809/5431