Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques

An algorithm for position control in perforated "Through-Hole" process in manufacturing of Printed Circuit Board, is presented. This algorithm is capable of providing a mechanism for visual feedback to a Computer Numeric Control machine in such a way that can automatically, compensate, det...

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Autores:
Tipo de recurso:
http://purl.org/coar/resource_type/c_6711
Fecha de publicación:
2015
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/10211
Acceso en línea:
https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/3720
https://repositorio.uptc.edu.co/handle/001/10211
Palabra clave:
PCB manufacture
machine vision
CNC
position correction.
manufactura de PCB
visión de máquina
CNC
corrección de posición.
Rights
License
Derechos de autor 2015 REVISTA DE INVESTIGACIÓN, DESARROLLO E INNOVACIÓN
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spelling 2015-02-152024-07-05T18:03:50Z2024-07-05T18:03:50Zhttps://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/372010.19053/20278306.3720https://repositorio.uptc.edu.co/handle/001/10211An algorithm for position control in perforated "Through-Hole" process in manufacturing of Printed Circuit Board, is presented. This algorithm is capable of providing a mechanism for visual feedback to a Computer Numeric Control machine in such a way that can automatically, compensate, detect and correct possible errors in the position of the drilling tool, before and during the drilling process mentioned above. Experimental evaluation of the algorithm developed on a modified Computer Numeric Control machine of low cost and general purpose, included 105 samples chosen randomly, the detection position showed an accuracy of 0.4853±0. 202 mm. The results show that the measured error is suitable for the application and the needs of the industry of manufacture of Printed Circuit Board in circuit with elements "through-hole".Se presenta un algoritmo para el control de posición en el proceso de perforado “Through-Hole” en la manufactura de placas de circuitos impresos. Este algoritmo es capaz de proporcionar un mecanismo de realimentación visual a una máquina de control numérico computarizado, de modo tal que se pueda compensar, detectar y corregir posibles errores en la posición de la herramienta de perforación de manera automática, antes y durante la realización del proceso de perforación mencionado. La evaluación experimental del algoritmo desarrollado sobre una máquina de control numérico computarizado modificada de bajo costo y de propósito general, incluyó 105 muestras elegidas al azar, la detección en posición arrojó una exactitud de 0.4853±0.202 mm. Los resultados muestran que el error medido es adecuado para la aplicación y para las necesidades de la industria de fabricación de placas de circuitos impresos en circuitos con elementos “through-hole”.application/pdfspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/3720/3268Derechos de autor 2015 REVISTA DE INVESTIGACIÓN, DESARROLLO E INNOVACIÓNhttp://purl.org/coar/access_right/c_abf212http://purl.org/coar/access_right/c_abf2Revista de Investigación, Desarrollo e Innovación; Vol. 5 No. 2 (2015): January-June; 107-118Revista de Investigación, Desarrollo e Innovación; Vol. 5 Núm. 2 (2015): Enero-Junio; 107-1182389-94172027-8306PCB manufacturemachine visionCNCposition correction.manufactura de PCBvisión de máquinaCNCcorrección de posición.Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniquesDiseño de un algoritmo de corrección automática de posición para el proceso de perforado PCB, empleando técnicas de visión artificialinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6711http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a295http://purl.org/coar/version/c_970fb48d4fbd8a85Cárdenas, Jeison A.Prieto-Ortiz, Flavio Augusto001/10211oai:repositorio.uptc.edu.co:001/102112025-07-18 11:51:36.523metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co
dc.title.en-US.fl_str_mv Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
dc.title.es-ES.fl_str_mv Diseño de un algoritmo de corrección automática de posición para el proceso de perforado PCB, empleando técnicas de visión artificial
title Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
spellingShingle Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
PCB manufacture
machine vision
CNC
position correction.
manufactura de PCB
visión de máquina
CNC
corrección de posición.
title_short Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
title_full Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
title_fullStr Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
title_full_unstemmed Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
title_sort Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
dc.subject.en-US.fl_str_mv PCB manufacture
machine vision
CNC
position correction.
topic PCB manufacture
machine vision
CNC
position correction.
manufactura de PCB
visión de máquina
CNC
corrección de posición.
dc.subject.es-ES.fl_str_mv manufactura de PCB
visión de máquina
CNC
corrección de posición.
description An algorithm for position control in perforated "Through-Hole" process in manufacturing of Printed Circuit Board, is presented. This algorithm is capable of providing a mechanism for visual feedback to a Computer Numeric Control machine in such a way that can automatically, compensate, detect and correct possible errors in the position of the drilling tool, before and during the drilling process mentioned above. Experimental evaluation of the algorithm developed on a modified Computer Numeric Control machine of low cost and general purpose, included 105 samples chosen randomly, the detection position showed an accuracy of 0.4853±0. 202 mm. The results show that the measured error is suitable for the application and the needs of the industry of manufacture of Printed Circuit Board in circuit with elements "through-hole".
publishDate 2015
dc.date.accessioned.none.fl_str_mv 2024-07-05T18:03:50Z
dc.date.available.none.fl_str_mv 2024-07-05T18:03:50Z
dc.date.none.fl_str_mv 2015-02-15
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_6711
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a295
format http://purl.org/coar/resource_type/c_6711
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/3720
10.19053/20278306.3720
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/10211
url https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/3720
https://repositorio.uptc.edu.co/handle/001/10211
identifier_str_mv 10.19053/20278306.3720
dc.language.none.fl_str_mv spa
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/3720/3268
dc.rights.es-ES.fl_str_mv Derechos de autor 2015 REVISTA DE INVESTIGACIÓN, DESARROLLO E INNOVACIÓN
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf212
rights_invalid_str_mv Derechos de autor 2015 REVISTA DE INVESTIGACIÓN, DESARROLLO E INNOVACIÓN
http://purl.org/coar/access_right/c_abf212
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.es-ES.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia
dc.source.en-US.fl_str_mv Revista de Investigación, Desarrollo e Innovación; Vol. 5 No. 2 (2015): January-June; 107-118
dc.source.es-ES.fl_str_mv Revista de Investigación, Desarrollo e Innovación; Vol. 5 Núm. 2 (2015): Enero-Junio; 107-118
dc.source.none.fl_str_mv 2389-9417
2027-8306
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
_version_ 1839633861860917248

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