Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision

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Lemon exports are of great influence in Peru, since there is a great demand from countries such as the USA, Belgium and Holland. For this reason, the agricultural sector is one of the essential factors for the economic development of the country, since it generates S/29,553 million annually througho...

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Detalles Bibliográficos
Autores: Valenzuela Lino, Yadhira Samhira, Ortiz Zacarias, Jhon Rodrigo, Sullca Mendoza, Yordan Cesar, Del Carpio Ramirez, Sliver Ivan, Moggiano Aburto, Nabilt Jill, Coaquira Rojo, Carlos Alberto
Formato: tesis de grado
Fecha de Publicación:2024
Institución:Universidad Continental
Repositorio:CONTINENTAL-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.continental.edu.pe:20.500.12394/14442
Enlace del recurso:https://hdl.handle.net/20.500.12394/14442
https://doi.org/10.1109/UEMCON54665.2022.9965667
Nivel de acceso:acceso abierto
Materia:Simulación
Control de procesos
Automatización industrial
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dc.title.es_PE.fl_str_mv Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
title Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
spellingShingle Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
Valenzuela Lino, Yadhira Samhira
Simulación
Control de procesos
Automatización industrial
https://purl.org/pe-repo/ocde/ford#2.03.00
title_short Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
title_full Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
title_fullStr Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
title_full_unstemmed Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
title_sort Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision
author Valenzuela Lino, Yadhira Samhira
author_facet Valenzuela Lino, Yadhira Samhira
Ortiz Zacarias, Jhon Rodrigo
Sullca Mendoza, Yordan Cesar
Del Carpio Ramirez, Sliver Ivan
Moggiano Aburto, Nabilt Jill
Coaquira Rojo, Carlos Alberto
author_role author
author2 Ortiz Zacarias, Jhon Rodrigo
Sullca Mendoza, Yordan Cesar
Del Carpio Ramirez, Sliver Ivan
Moggiano Aburto, Nabilt Jill
Coaquira Rojo, Carlos Alberto
author2_role author
author
author
author
author
dc.contributor.advisor.fl_str_mv Coaquira Rojo, Carlos Alberto
dc.contributor.author.fl_str_mv Valenzuela Lino, Yadhira Samhira
Ortiz Zacarias, Jhon Rodrigo
Sullca Mendoza, Yordan Cesar
Del Carpio Ramirez, Sliver Ivan
Moggiano Aburto, Nabilt Jill
Coaquira Rojo, Carlos Alberto
dc.subject.es_PE.fl_str_mv Simulación
Control de procesos
Automatización industrial
topic Simulación
Control de procesos
Automatización industrial
https://purl.org/pe-repo/ocde/ford#2.03.00
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.03.00
description Lemon exports are of great influence in Peru, since there is a great demand from countries such as the USA, Belgium and Holland. For this reason, the agricultural sector is one of the essential factors for the economic development of the country, since it generates S/29,553 million annually throughout the national territory. On the other hand, Peru offers two types of lemons, for example: the Tahitian lemon and the subtle lemon; however, due to its characteristics, the Tahitian lemon is the one that is sent as an export product worldwide. Currently, the selection process of this fruit is done manually, since there are not enough industrial optimizations in its process. Therefore, the present study aims to carry out the simulation of an automated grading system for Tahitian lemon based on computer vision. The selection parameters for the image processing were established as the levels of ripeness of the lemon: early ripening, medium ripening, ripe and stale. This selection was implemented due to the need to comply with the quality standards required by the Free Trade Agreements (FTA). As a result, the selection simulation was obtained through a conveyor belt, where the fruit passed through the computer vision, which determined the route of the fruit. Finally, it was concluded that through automation it is possible to optimize the selection time of food products.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-04-10T16:49:16Z
dc.date.available.none.fl_str_mv 2024-04-10T16:49:16Z
dc.date.issued.fl_str_mv 2024
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dc.identifier.citation.es_PE.fl_str_mv Valenzuela, Y., Ortiz, J., Sullca, Y., Del Carpio, S., Moffiano, N. y Coaquira, C. (2024). Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision. Tesis para optar el título profesional de Ingeniero Mecatrónico, Escuela Académico Profesional de Ingeniería Mecatrónica, Universidad Continental, Huancayo, Perú.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12394/14442
dc.identifier.journal.none.fl_str_mv 2022 IEEE 13th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1109/UEMCON54665.2022.9965667
identifier_str_mv Valenzuela, Y., Ortiz, J., Sullca, Y., Del Carpio, S., Moffiano, N. y Coaquira, C. (2024). Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision. Tesis para optar el título profesional de Ingeniero Mecatrónico, Escuela Académico Profesional de Ingeniería Mecatrónica, Universidad Continental, Huancayo, Perú.
2022 IEEE 13th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
url https://hdl.handle.net/20.500.12394/14442
https://doi.org/10.1109/UEMCON54665.2022.9965667
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spelling Coaquira Rojo, Carlos AlbertoValenzuela Lino, Yadhira SamhiraOrtiz Zacarias, Jhon RodrigoSullca Mendoza, Yordan CesarDel Carpio Ramirez, Sliver IvanMoggiano Aburto, Nabilt JillCoaquira Rojo, Carlos Alberto2024-04-10T16:49:16Z2024-04-10T16:49:16Z2024Valenzuela, Y., Ortiz, J., Sullca, Y., Del Carpio, S., Moffiano, N. y Coaquira, C. (2024). Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision. Tesis para optar el título profesional de Ingeniero Mecatrónico, Escuela Académico Profesional de Ingeniería Mecatrónica, Universidad Continental, Huancayo, Perú.https://hdl.handle.net/20.500.12394/144422022 IEEE 13th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)https://doi.org/10.1109/UEMCON54665.2022.9965667Lemon exports are of great influence in Peru, since there is a great demand from countries such as the USA, Belgium and Holland. For this reason, the agricultural sector is one of the essential factors for the economic development of the country, since it generates S/29,553 million annually throughout the national territory. On the other hand, Peru offers two types of lemons, for example: the Tahitian lemon and the subtle lemon; however, due to its characteristics, the Tahitian lemon is the one that is sent as an export product worldwide. Currently, the selection process of this fruit is done manually, since there are not enough industrial optimizations in its process. Therefore, the present study aims to carry out the simulation of an automated grading system for Tahitian lemon based on computer vision. The selection parameters for the image processing were established as the levels of ripeness of the lemon: early ripening, medium ripening, ripe and stale. This selection was implemented due to the need to comply with the quality standards required by the Free Trade Agreements (FTA). 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