6 sigma and dmaic method: basic tool teaching and application for beginning practitioners in automotive assembly

Journal of Optimization in Industrial Engineering

مقاله 9، دوره 16، شماره 1 - شماره پیاپی 34، شهریور 2023، صفحه 89-96   

نوع مقاله: Application

شناسه دیجیتال (DOI): 10.22094/joie.2023.1976488.2029

نویسندگان

Aida Reyes¹؛ Manuel Piña¹؛ Manuel Baro^{* 2}

¹Universidad Autónoma de Ciudad Juárez

²Tecnológico Nacional de México campus nuevo casas grandes

چکیده

The 6 Sigma methodology is widely used in different types of industries, from manufacturing type industries to service industries. The objective of the methodology is based on reducing variability in the production system, that is, achieving that the standard deviation is as many times as possible within the mean of the process being measured. The Six Sigma methodology is based on the DMAIC process which is to define, measure, analyze, implement, and control, with these stages, it is possible to identify quality critics and understand their root cause, therefore, if it is known Why a problem occurs, it can be fixed. With DMAIC methodology, the reduction of the variation that arises from the types of problems that were mentioned within the 6 Sigma methodology is sought. In the other hand, 6 sigma and DMAIC process possess more that 40 quality tools to improve the critical of quality and in these manners increase the company efficiency. In such a way, the objective of this research is the presentation of the most effective tools and simply to apply in companies of the methodology, also how this quality tools can be applied in any type of problem to increase efficiency and productivity, this with the necessity of companies’ quality improvement and beginners’ practitioners can used as a simple way of the methodology implementation.

کلیدواژه‌ها

Quality؛ 6 Sigma؛ DMAIC؛ FMEA؛ SIPOC؛ VOC

مراجع

Akmal, A. K., Irawan, R., Hadi, K., Irawan, H. T., Pamungkas, I., & Kasmawati. (2021). Pengendalian Kualitas Produk Paving Block untuk Meminimalkan Cacat Menggunakan Six Sigma pada UD. Meurah Mulia. Jurnal Optimalisasi, 7(2), 236–248.

Arnold, S. F. (2006). Design of Experiments with MINITAB. In The American Statistician (Vol. 60, Issue 2). https://doi.org/10.1198/tas.2006.s46

Basri, W. (2015). House of Quality as a Quality Tool in Higher Education Management. Journal of Culture, Society and Development, 10(January 2015), 4.

Bhargava, M., & Gaur, S. (2021). Process Improvement Using Six-Sigma (DMAIC Process) in Bearing Manufacturing Industry: A Case Study. IOP Conference Series: Materials Science and Engineering, 1017(1). https://doi.org/10.1088/1757-899X/1017/1/012034

Carmen Nadia Gheorghe, I. C. (2010). Application of Fishbone Diagram to Determine the Risk of an Event with Multiple Causes. Management Research and Practice, May.

Curristine, T., Lonti, Z., & Joumard, I. (2007). Improving Public Sector Efficiency: Challenges and Opportunities. OECD Journal on Budgeting,

David Meza, & Ki-Young Jeong. (2013). Measuring efficiency of lean six sigma project implementation using data envelopment analysis at Nasa. Journal of Industrial Engineering and Management, 6(2), 401–422. http://www.jiem.org/index.php/jiem/article/view/58

Domagala, M. (2022). A Concept of Risk Prioritization in FMEA of Fluid Power Components. Energies, 5947.

Duque, E. (2005). Del Servicio Y Sus Modelos De Medición. Revista Innovar, 64–80.

Estanislau, M., Mansur, D., Felix, M., Olavo, D. A., Braga, D. O., Luis, N., Valdiviezo, E., Luis, V., Torres, F., & Damasceno, R. (2022). DMAIC in improving patient care processes : Replication and Lessons learned in context of healthcare. IFAC PapersOnLine, 55(2018), 549–554. https://doi.org/10.1016/j.ifacol.2022.09.451

Fhionnlaoich, N. Mac, Yang, Y., Qi, R., Galvanin, F., & Guldin, S. (2019). DoE-It-Yourself: A Case Study for Implementing Design of Experiments into Nanoparticle Synthesis. 1–17. https://doi.org/10.26434/chemrxiv.8198420.v1

Garza, R. C., González, C. N., Rodríguez, E. L., & Hernández, C. M. (2016). Aplicación de la metodología DMAIC de Seis Sigma con simulación discreta y técnicas multicriterio. Revista de Metodos Cuantitativos Para La Economia y La Empresa, 22(1), 19–35.

Giménez, L. M. (2005). An introduction to Six Sigma. Mastering Statistical Process Control, 423–437. https://doi.org/10.1016/b978-075066529-2/50044-9

Hambleton, L. (2007). Define-Measure-Analyze- Improve-Control (DMAIC). Treasure Chest of Six Sigma Growth Methods, Tools, and Best Practices, 13–27.

Herrera Acosta, R. J., & Fontalvo Herrera, T. J. (2006). Seis Sigma: metodología y técnicas. Herrera Acosta, Roberto José, 150.

Horton, G., & Goers, J. (2019). A Revised Kano Model and its Application in Product Feature Discovery. Preprint,April. https://www.researchgate.net/publication/332304132_A_Revised_Kano_Model_and_its_Application_in_Product_Feature_Discovery

Khan, S. A., Kaviani, M. A., J. Galli, B., & Ishtiaq, P. (2019). Application of continuous improvement techniques to improve organization performance: A case study. International Journal of Lean Six Sigma, 10(2), 542–565. https://doi.org/10.1108/IJLSS-05-2017-0048

Liliana, L. (2016). A new model of Ishikawa diagram for quality assessment. IOP Conference Series: Materials Science and Engineering, 161(1). https://doi.org/10.1088/1757-899X/161/1/012099

Liu, C.-L. (Eunice), & Zhang, Y. (2014). Learning process and capability formation in cross-border buyer–supplier relationships: A qualitative case study of Taiwanese technological firms. International Business Review, 23(4), 718–730. https://doi.org/10.1016/j.ibusrev.2013.11.001

Mansur dos Reis, M. E. D., de Abreu, M. F., Neto, O. de O. B., Viera, L. E. V., Torres, L. F., & Calado, R. D. (2022). DMAIC in improving patient care processes: Challenges and facilitators in context of healthcare. IFAC-PapersOnLine, 55(10), 215–220. https://doi.org/10.1016/j.ifacol.2022.09.628

Mantilla Celis, O. L., & Sánchez García, J. M. (2012). Modelo tecnológico para el desarrollo de proyectos logísticos usando Lean Six Sigma. Estudios Gerenciales, 28(124), 23–43. https://doi.org/10.1016/S0123-5923(12)70214-0

Marques, P. A., & Requeijo, J. G. (2009). SIPOC: A Six Sigma Tool Helping on ISO 9000 Quality Management Systems. 3rd International Conference on Industrial Engineering and Industrial Management , Iso 9001, 1229–1238.

Miluska Aylin, A. Y. (2016). Integración Lean Manufacturing y Seis Sigma. Aplicación pymes. https://riunet.upv.es/bitstream/handle/10251/72921/TFM Integración Lean Seis Sigma_ Miluska Añaguari.pdf?sequence=3&isAllowed=y

Monika, M., & Jan, M. (2013). The effect of process map design quality on process management success. ECIS 2013 - Proceedings of the 21st European Conference on Information Systems, June 2013.

Morales, J. (2007). “Aplicación De La Metodología Seis Sigmas, En La Mejora Del Desempeño En El Consumo De Combustible De Un Vehículo En Las Condiciones De Uso Del Mismo.” Maestro de Ingenierís de Calidad, 1–211. http://www.bib.uia.mx/tesis/pdf/014873/014873.pdf

Navarro Albert, E., Gisbert Soler, V., & Pérez Molina, A. I. (2017). Metodología E Implementación De Six Sigma. 3C Empresa : Investigación y Pensamiento Crítico, 6(5), 73–80. https://doi.org/10.17993/3cemp.2017.especial.73-80

Nonthaleerak, P., & Hendry, L. C. (2006). Six Sigma: Literature review and key future research areas. International Journal of Six Sigma and Competitive Advantage, 2(2), 105–161. https://doi.org/10.1504/IJSSCA.2006.010111

Nurjannah, Hafidzah, Mardianty, Desy, & Hayati. (2020). The Implementation of Kano Model and Quality Function Deployment to optimize the quality of higher education in Indonesia. Revista ESPACIOS, 41(06), 1–9.

Ocampo, J., & Pavón, A. (2012). Integrando la Metodologia DMAIC de Seis Sigma con la Simulacion de Eventos Discretos en Flexsim. LACCEI : Latin American and Caribbean Conference for Engineering and Technology, 1–10. http://www.laccei.org/LACCEI2012-Panama/RefereedPapers/RP147.pdf

Olaya-Escobar, E. S., Cortes, C. J., & Duarte, O. G. (2005). Despliegue de la función calidad ( QFD ): beneficios y limitaciones detectados en su aplicación al diseño de prótesis mioeléctrica de mano * Quality function deployment QFD : benefits and limitations when. Ingenieria e Investigación, 25, 30–38.

Paredes Rodríguez, A. M. (2017). Application of Value Stream Mapping tool to a company packing glass products. Entremado, 13(1), 262–277. https://doi.org/10.18041/entramado.2017v13n1.25103

Poels, G., García, F., Ruiz, F., & Piattini, M. (2020). Architecting business process maps. Computer Science and Information Systems, 17(1), 117–139. https://doi.org/10.2298/CSIS181118018P

Prasetyo, Y. T., Santiago, M. A., Persada, S. F., & Chuenyindee, T. (2022). The Utilization of Six Sigma DMAIC Methodology in the Improvement of the Quality and Application of Methyl Methacrylate (MMA)-Based Elastomeric Membrane. In 2022 3rd International Conference on Internet and E-Business (ICIEB 2022), June 15â•fi17, 2022, Madrid, Spain (Vol. 1, Issue 1). Association for Computing Machinery. https://doi.org/10.1145/3545897.3545918

Price waterhouse Coopers. (2017). Showing your story to land the message (Issue April). http://www.pwc.com.au/the-difference/the-power-of-visual-communication-apr17.pdf

Qiu, Y., & Zhang, H. (2022). A Modified FMEA Approach to Predict Job Shop Disturbance. Processes.

Rahman, A., Shaju, S. U. C., Sarkar, S. K., Hashem, M. Z., Hasan, S. M. K., Mandal, R., & Islam, U. (2017). A Case Study of Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) Methodology in Garment Sector. Independent Journal of Management & Production, 8(4), 1309. https://doi.org/10.14807/ijmp.v8i4.650

Rodriguez, R. D., Medini, K., & Wuest, T. (2022). A DMAIC Framework to Improve Quality and Sustainability in Additive Manufacturing—A Case Study. Sustainability (Switzerland), 14(1), 1–18. https://doi.org/10.3390/su14010581

Safdar, S., & Ahmed, E. (2014). Process Capability Indices for Shape Parameter of Weibull Distribution. Open Journal of Statistics, 4(April), 207–219. https://doi.org/10.4236/ojs.2014.43020

Salkind, N. (2013). Quantitative Research Methods. Encyclopedia of Educational Psychology. https://doi.org/10.4135/9781412963848.n224

Simion, C. (2021). Assessment of process stability and capability in a manufacturing organization: a case study. MATEC Web of Conferences, 343, 05011. https://doi.org/10.1051/matecconf/202134305011

Singh, B. J., & Khanduja, D. (2014). Perspectives of control phase to manage Six Sigma implements: An empirical study. International Journal of Business Excellence, 7(1), 88–111. https://doi.org/10.1504/IJBEX.2014.057860

Smętkowska, M., & Mrugalska, B. (2018). Using Six Sigma DMAIC to Improve the Quality of the Production Process: A Case Study. Procedia - Social and Behavioral Sciences, 238(April 2018), 590–596. https://doi.org/10.1016/j.sbspro.2018.04.039

Uluskan, M. (2019). Analysis of Lean Six Sigma tools from a multidimensional perspective. Total Quality Management and Business Excellence, 30(9–10), 1167–1188. https://doi.org/10.1080/14783363.2017.1360134

Westcott, R. (2009). Pareto analysis. Quality Progress, 42(1),22–23. https://doi.org/10.4324/9781003022022-68