Keywords
Lean Manufacturing
Decision trees
SMED
Continuous improvement
El Salvador
How to Cite
Abstract
This research focuses on the development of a data mining model that can be adapted to the context of the company where it is applied, enabling a more in-depth interpretation—compared to traditional methods—of the reality of various processes at an offset printing plant. The data analysis resulting from data mining makes it possible to propose the application of three Lean Manufacturing tools, in addition to providing feedback to the operators of the machines involved to support them in their efforts toward continuous improvement.
References
Rødseth, H., Schjølberg, P. (2014). The Importance of Asset Management and Hidden Factory for Integrated Planning. (En inglés), Universidad Nacional Técnica de Noruega; Oslo, Noruega. https://www.researchgate.net/publication/286498629_The_Importance_of_Asset_Management_and_Hidden_Factory_for_Integrated_Planning.
Porras, H., Lescano, J. y Calva, K. (2021). Entendiendo los cantones del Ecuador a través del análisis de sentimientos y su contexto socioeconómico. ECU Analytics; Quito, Ecuador.
Matías, J. C. H. e Idoipe, A. V. (2013). Lean Manufacturing. Concepto, técnicas e implantación. Escuela de Organización Industrial; Madrid España. https://www.eoi.es/es/savia/publicaciones/20730/lean-manufacturing-concepto-tecnicas-e-implantacion.
Gromov, A., y Kazantsev, N. (2016). Applying Extended DMAIC Methodology to Optimize Weakly Structured Business Processes. Universidad Nacional de Investigación, Escuela Superior de Economía; Moscú, Federación Rusa. https://www.researchgate.net/publication/311004423_Applying_Extended_DMAIC_methodology_to_optimize_weakly_structured_business_processes
Carvajal, H. (2016). Una Visión Humanizada y Eficiente en el Ciclo de la Automatización Automotriz Basada en la Metodología Jidoka. Instituto Tecnológico de Costa Rica; San José, Costa Rica. https://www.academia.edu/37757068/Metodologia_Jidoka_Lean_Manufacturing
Piñero, E., Esperanza, F. y Kaviria, L. (2018). Programa 5S para el Mejoramiento Continuo de la Calidad y Productividad en los Puestos de Trabajo. Universidad de Carabobo; Valencia, Venezuela. https://www.redalyc.org/jatsRepo/2150/215057003009/215057003009.pdf.
Nguyen, H.N, y Huynh, N.H. (2019). Optimizing Equipment Efficiency: An application of SMED methodology for SMEs. Universidad Nong Lam; Ciudad Ho Chi Minh, Vietnam. https://jad.hcmuaf.edu.vn/index.php/jadvn/article/view/25/25
Lubinina, A., Gaidamashko, I., Savderova, A. y Komissarova, M. (2018). Innovative Strategy for Improving the Efficiency of Industrial Enterprises Management. Universidad Tecnológica y de Investigación de Tartaristán; Kazán, Federación Rusa. https://www.revistaespacios.com/a18v39n09/a18v39n09p25.pdf
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Copyright (c) 2021 René Cortez, Roger Merlos, Pablo Quijano, Evita Álvarez