Development of a system dynamics model based on Six Sigma methodology

A dynamic model to analyze the complexity associated with the manufacturing systems and to improve the performance of the process through the Six Sigma philosophy is proposed. The research focuses on the implementation of the system dynamics tool to comply with each of the phases of the DMAIC method...

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Autores:
Cardiel Ortega, José Jovani
Baeza Serrato, Roberto
Lizárraga Morales, Rocío Alfonsina
Tipo de recurso:
Article of journal
Fecha de publicación:
2017
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/67594
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/67594
http://bdigital.unal.edu.co/68623/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Six Sigma
DMAIC
system dynamics
knitting
Seis Sigma
DMAIC
Dinámica de Sistemas
Tejido de Punto
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_04c44f0bb19ecded803738692f0e4587
oai_identifier_str oai:repositorio.unal.edu.co:unal/67594
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
dc.title.spa.fl_str_mv Development of a system dynamics model based on Six Sigma methodology
title Development of a system dynamics model based on Six Sigma methodology
spellingShingle Development of a system dynamics model based on Six Sigma methodology
62 Ingeniería y operaciones afines / Engineering
Six Sigma
DMAIC
system dynamics
knitting
Seis Sigma
DMAIC
Dinámica de Sistemas
Tejido de Punto
title_short Development of a system dynamics model based on Six Sigma methodology
title_full Development of a system dynamics model based on Six Sigma methodology
title_fullStr Development of a system dynamics model based on Six Sigma methodology
title_full_unstemmed Development of a system dynamics model based on Six Sigma methodology
title_sort Development of a system dynamics model based on Six Sigma methodology
dc.creator.fl_str_mv Cardiel Ortega, José Jovani
Baeza Serrato, Roberto
Lizárraga Morales, Rocío Alfonsina
dc.contributor.author.spa.fl_str_mv Cardiel Ortega, José Jovani
Baeza Serrato, Roberto
Lizárraga Morales, Rocío Alfonsina
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Six Sigma
DMAIC
system dynamics
knitting
Seis Sigma
DMAIC
Dinámica de Sistemas
Tejido de Punto
dc.subject.proposal.spa.fl_str_mv Six Sigma
DMAIC
system dynamics
knitting
Seis Sigma
DMAIC
Dinámica de Sistemas
Tejido de Punto
description A dynamic model to analyze the complexity associated with the manufacturing systems and to improve the performance of the process through the Six Sigma philosophy is proposed. The research focuses on the implementation of the system dynamics tool to comply with each of the phases of the DMAIC methodology. In the first phase, define, the problem is articulated, collecting data, selecting the variables, and representing them in a mental map that helps build the dynamic hypothesis. In the second phase, measure, model is formulated, equations are developed, and Forrester diagram is developed to carry out the simulation. In the third phase, analyze, the simulation results are studied. For the fourth phase, improving, the model is validated through a sensitivity analysis. Finally, in control phase, operation policies are proposed. This paper presents the development of a dynamic model of the system of knitted textile production knitted developed; the implementation was done in a textile company in southern Guanajuato. The results show an improvement in the process performance by increasing the level of sigma allowing the validation of the proposed approach.
publishDate 2017
dc.date.issued.spa.fl_str_mv 2017-01-01
dc.date.accessioned.spa.fl_str_mv 2019-07-03T04:37:51Z
dc.date.available.spa.fl_str_mv 2019-07-03T04:37:51Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.issn.spa.fl_str_mv ISSN: 2248-8723
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/67594
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identifier_str_mv ISSN: 2248-8723
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dc.relation.spa.fl_str_mv https://revistas.unal.edu.co/index.php/ingeinv/article/view/62270
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e Investigación
Ingeniería e Investigación
dc.relation.references.spa.fl_str_mv Cardiel Ortega, José Jovani and Baeza Serrato, Roberto and Lizárraga Morales, Rocío Alfonsina (2017) Development of a system dynamics model based on Six Sigma methodology. Ingeniería e Investigación, 37 (1). pp. 80-90. ISSN 2248-8723
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ingeniería
institution Universidad Nacional de Colombia
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Cardiel Ortega, José Jovani0309044e-5089-4b79-a502-df754c7a390e300Baeza Serrato, Roberto38d03044-240e-44b5-a891-2668283a0a24300Lizárraga Morales, Rocío Alfonsinafa53f99c-0728-476e-8f67-5cb4ae14b8a33002019-07-03T04:37:51Z2019-07-03T04:37:51Z2017-01-01ISSN: 2248-8723https://repositorio.unal.edu.co/handle/unal/67594http://bdigital.unal.edu.co/68623/A dynamic model to analyze the complexity associated with the manufacturing systems and to improve the performance of the process through the Six Sigma philosophy is proposed. The research focuses on the implementation of the system dynamics tool to comply with each of the phases of the DMAIC methodology. In the first phase, define, the problem is articulated, collecting data, selecting the variables, and representing them in a mental map that helps build the dynamic hypothesis. In the second phase, measure, model is formulated, equations are developed, and Forrester diagram is developed to carry out the simulation. In the third phase, analyze, the simulation results are studied. For the fourth phase, improving, the model is validated through a sensitivity analysis. Finally, in control phase, operation policies are proposed. This paper presents the development of a dynamic model of the system of knitted textile production knitted developed; the implementation was done in a textile company in southern Guanajuato. The results show an improvement in the process performance by increasing the level of sigma allowing the validation of the proposed approach.Se propone un modelo dinámico para analizar la complejidad asociada a los sistemas de producción y mejorar el desempeño de los procesos a través de la filosofía Seis Sigma. La investigación se enfoca en la implementación de la herramienta de dinámica de sistemas para dar cumplimiento a cada una de las fases de la metodología DMAIC. En la primera fase, definir, se articula el problema, recolectando los datos, seleccionando las variables y representándolas en un mapa mental que ayuda a construir la hipótesis dinámica. En la segunda fase, medir, se formula el modelo, se desarrollan las ecuaciones y se elabora el diagrama de Forrester para llevar a cabo la simulación. En la tercer fase, analizar, se estudian los resultados obtenidos de la simulación. Para la cuarta fase, mejorar, se valida el modelo a través de un análisis de sensibilidad. Finalmente en la fase de control, se proponen políticas de operación. En este trabajo se desarrolló un modelo dinámico del sistema de producción textil de tejido de punto; la implementación se realizó en una empresa textil del sur de Guanajuato. Los resultados muestran un aumento en el desempeño del proceso incrementando el nivel de sigma, lo que valida el enfoque propuesto.application/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ingenieríahttps://revistas.unal.edu.co/index.php/ingeinv/article/view/62270Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e InvestigaciónIngeniería e InvestigaciónCardiel Ortega, José Jovani and Baeza Serrato, Roberto and Lizárraga Morales, Rocío Alfonsina (2017) Development of a system dynamics model based on Six Sigma methodology. Ingeniería e Investigación, 37 (1). pp. 80-90. ISSN 2248-872362 Ingeniería y operaciones afines / EngineeringSix SigmaDMAICsystem dynamicsknittingSeis SigmaDMAICDinámica de SistemasTejido de PuntoDevelopment of a system dynamics model based on Six Sigma methodologyArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL62270-325929-1-PB.pdfapplication/pdf1846888https://repositorio.unal.edu.co/bitstream/unal/67594/1/62270-325929-1-PB.pdfbc3f77ba5ddcbafb3ae3aa1442f473f2MD51THUMBNAIL62270-325929-1-PB.pdf.jpg62270-325929-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg8071https://repositorio.unal.edu.co/bitstream/unal/67594/2/62270-325929-1-PB.pdf.jpg088cbcea5305a193ce21a536fffca907MD52unal/67594oai:repositorio.unal.edu.co:unal/675942023-05-30 23:03:17.256Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co