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Vol. 14 No. 1 (2024)
Enero-Junio

Articles

Beer Game as a gamification strategy applying Industry 4.0: more than an inventory game

https://doi.org/10.19053/uptc.20278306.v14.n1.2024.17629

Published 2024-05-15

Yenny Alejandra Aguirre-Álvarez
University of Antioquia image/svg+xml

Carmen Elena Patino-Rodríguez
University of Antioquia image/svg+xml

Catalina María Maya-Iregui
Grupo Nutresa

Emmanuel Bolívar-Torres
University of Antioquia image/svg+xml

Abstract

One of the great challenges in learning processes is to strengthen soft and technical skills in real context of the academic community with experiential strategies such as gamification, which is also aligned with the technological trends presented by Industry 4.0. This article proposes to document an adaptation of the Beer Game, as a gamification strategy using a scale factory model that simulates logistics processes with value addition. For this purpose, it describes and compares the traditional Beer Game and its version adapted to the Plant 4.0 SCM simulator to finally perform an analysis of principles, pillars and technologies of Industry 4.0 applied in the adaptation proposed here. The main result is the innovation in the articulation of the Beer Game as a gamification strategy and the application of Industry 4.0 as a value proposition to strengthen logistics concepts in profiles such as Industrial Engineer.

Keywords

industry 4.0, beer game, gamification, inventory strategy

PDF (Español) XML (Español)

Author Biography

Yenny Alejandra Aguirre-Álvarez

Ingeniera Industrial, Magíster en Ingeniería Industrial

Carmen Elena Patino-Rodríguez

Ingeniera Industrial, Doctora en Ingeniería

Catalina María Maya-Iregui

Ingeniera Industrial

Emmanuel Bolívar-Torres

Ingeniero Industrial

References

  1. Abideen, A. Z., Sorooshian, S., Kaliani Sundram, V. P., & Mohammed, A. (2023). Collaborative insights on horizontal logistics to integrate supply chain planning and transportation logistics planning – A systematic review and thematic mapping. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 1-21. https://doi.org/10.1016/j.joitmc.2023.100066 DOI: https://doi.org/10.1016/j.joitmc.2023.100066
  2. Akdil, K. Y., Ustundag, A., & Cevikcan, E. (2018). Chapter 4. Maturity and Readiness Model for Industry 4.0 Strategy. En A. Ustundag, & E. Cevikcan, Industry 4.0: Managing The Digital Transformation, 61-94. Springer. https://doi.org/10.1007/978-3-319-57870-5_4 DOI: https://doi.org/10.1007/978-3-319-57870-5_4
  3. Andino, R. M. (2006). Cadena de Suministro (SCM). EOI.
  4. Arias C., G. (2007). Adaptación guía de laboratorio Beer Game. Cali: Facultad de Ingeniería. Universidad Autónoma de Occidente.
  5. Bañuelos-Marquez, A. M. (2020). Educación 4.0. en las instituciones universitarias. En H. H. Brabantplein, REDINE (Coord.), Contribuciones de la tecnología digital en el desarrollo educativo y social, 70-79. Adaya Press.
  6. Baratta, A., Cimino, A., Gnoni, M. G., & Longo, F. (2023). Human Robot Collaboration in Industry 4.0: a literature review. Procedia Computer Science, 217, 1887-1895. https://doi.org/10.1016/j.procs.2022.12.389 DOI: https://doi.org/10.1016/j.procs.2022.12.389
  7. Belloti, F. (2014). Entre bien común y buen vivir. Afinidades a distancia. Iconos. Revista de Ciencias Sociales, (48), 41-54. https://doi.org/10.17141/iconos.48.2014.1208 DOI: https://doi.org/10.17141/iconos.48.2014.1208
  8. Berges, I., Ramírez-Durán, V. J., & Illarramendi, A. (2021). A Semantic Approach for Big Data Exploration in Industry 4.0. Big Data Research, 25, 1-14. https://doi.org/10.1016/j.bdr.2021.100222 DOI: https://doi.org/10.1016/j.bdr.2021.100222
  9. Cañas, H., Mula, J., Díaz-Madroñero, M., & Campuzano-Bolarín, F. (2021). Implementing Industry 4.0 principles. Computers & Industrial Engineering, 158, 1-10. https://doi.org/10.1016/j.cie.2021.107379 DOI: https://doi.org/10.1016/j.cie.2021.107379
  10. Chaharsooghi, S. K., Heydari, J., & Zegordi, S. H. (2008). A reinforcement learning model for supply chain ordering management: An application to the beer game. Decision Support Systems, 45 (4), 949–959. https://doi.org/10.1016/j.dss.2008.03.007 DOI: https://doi.org/10.1016/j.dss.2008.03.007
  11. Chehria, A., Zimmermann, A., Schmidt, R., & Masuda, Y. (2021). Theory and Practice of Implementing a Successful Enterprise IoT Strategy in the Industry 4.0 Era. Procedia Computer Science, 192 (10), 1-10. https://doi.org/10.1016/j.procs.2021.09.239 DOI: https://doi.org/10.1016/j.procs.2021.09.239
  12. Cimino, A., Gnoni, M., Longo, F., Barone, G., Fedele, M., & LePiane, D. (2023). Modeling & Simulation as Industry 4.0 enabling technology to support manufacturing process design: A real industrial application. Procedia Computer Science, 217 (14), 1877-1886. https://doi.org/10.1016/j.procs.2022.12.388 DOI: https://doi.org/10.1016/j.procs.2022.12.388
  13. Cimino, C., Leva, A., Negri, E., & Macchi, M. (2020). An integrated simulation paradigm for lifecycle-covering maintenance in the Industry 4.0 context. IFAC-PapersOnLine, 53 (3), 307-312. https://doi.org/10.1016/j.ifacol.2020.11.049 DOI: https://doi.org/10.1016/j.ifacol.2020.11.049
  14. Cohen, Y., Faccio, M., Galizia, F. G., Mora, C., & Pilati, F. (2017). Assembly system configuration through Industry 4.0 principles: the expected change in the actual paradigms. IFAC-PapersOnLine, 50 (1), 14958-14963. https://doi.org/10.1016/j.ifacol.2017.08.2550 DOI: https://doi.org/10.1016/j.ifacol.2017.08.2550
  15. Dikhanbayeva, D., Shaikholla, S., Suleiman, Z., & Turkyilmaz, A. (2020). Assessment of Industry 4.0 Maturity Models by Design Principles. Sustainability, 12 (23), 1-22. https://doi.org/10.3390/su12239927 DOI: https://doi.org/10.3390/su12239927
  16. Dilberoglu, U. M., Gharehpapagh, B., Yaman, U., & Dolen, M. (2017). The role of additive manufacturing in the era of Industry 4.0. Procedia Manufacturing, 11, 545-554. https://doi.org/10.1016/j.promfg.2017.07.148 DOI: https://doi.org/10.1016/j.promfg.2017.07.148
  17. Efatmaneshnik, M., Shoval, S., & Qiao, L. (2018). A standard description of the terms module and modularity for systems engineering. IEEE Transactions on Engineering Management, 67 (2), 365-375. https://doi.org/10.1109/TEM.2018.2878589 DOI: https://doi.org/10.1109/TEM.2018.2878589
  18. Elhazmiri, B., Naveed, N., Anwar, M. N., & Haq, M. I. (2022). The Role of Additive Manufacturing in Industry 4.0: An Exploration of Different Business Models. Sustainable Operations and Computers, 3, 317-329. https://doi.org/10.1016/j.susoc.2022.07.001 DOI: https://doi.org/10.1016/j.susoc.2022.07.001
  19. Ferreira, W. d., Armellinia, F., & Santa-Eulalia, L. A. (2020). Simulation in industry 4.0: A state-of-the-art review. Computers & Industrial Engineering, 149, 1-21. https://doi.org/10.1016/j.cie.2020.106868 DOI: https://doi.org/10.1016/j.cie.2020.106868
  20. Garcés, G., & Peña, C. (2020). Ajustar la Educación en Ingeniería a la Industria 4.0: Una visión desde el desarrollo curricular y el laboratorio. Revista de Estudios y Experiencias en Educación, 19 (40), 129-148. https://doi.org/10.21703/rexe.20201940garces7 DOI: https://doi.org/10.21703/rexe.20201940garces7
  21. Garghetti, F., Grasso, M., Pacella, M., Fogliazza, G., & Colosimo, B. M. (2023). Multi-stream big data mining for industry 4.0 in machining:novel application of aGated Recurrent Unit Network. Procedia CIRP, 118, 431-436. https://doi.org/10.1016/j.procir.2023.06.074 DOI: https://doi.org/10.1016/j.procir.2023.06.074
  22. Ghobakhloo, M. (2018). The future of manufacturing industry: a strategic roadmap toward Industry 4.0. Journal of Manufacturing Technology Management, 29 (6), 1-10. https://doi.org/10.1108/JMTM-02-2018-0057 DOI: https://doi.org/10.1108/JMTM-02-2018-0057
  23. Gilchrist, A. (2016). Industry 4.0: The Industrial Internet of Things (1a ed.). Apress. DOI: https://doi.org/10.1007/978-1-4842-2047-4_1
  24. González-Hernandez, I. J., & Granillo-Macias, R. (2021). Competencias del ingeniero industrial en la Industria 4.0. Revista Electrónica de Investigación Educativa, 22 (30), 1-14. https://doi.org/10.24320/redie.2020.22.e30.2750 DOI: https://doi.org/10.24320/redie.2020.22.e30.2750
  25. Greco, L., Maresca, P., & Caja, J. (2019). Big Data and Advanced Analytics in Industry 4.0: a comparative analysis across the European Union. Procedia Manufactoring, 41, 383-390. https://doi.org/10.1016/j.promfg.2019.09.023 DOI: https://doi.org/10.1016/j.promfg.2019.09.023
  26. Haleem, A., Javaid, M., Singh, R. P., & Suman, R. (2021). Telemedicine for Healthcare: Capabilities, Features, Barriers and Applications. Sensors International, 2, 1-12. https://doi.org/10.1016/j.sintl.2021.100117 DOI: https://doi.org/10.1016/j.sintl.2021.100117
  27. Han, A., Ge, J., & Lei, Y. (2016). Vertical vs. horizontal integration: Game analysis for the rare earth industrial integration in China. Resources Policy, 50, 149-159. https://doi.org/10.1016/j.resourpol.2016.09.006 DOI: https://doi.org/10.1016/j.resourpol.2016.09.006
  28. Hermann, M., Pentek, T., & Otto, B. (2016). Design Principles for Industrie 4.0 Scenarios. Proceedings of 49th Hawaii International Conference on System Sciences HICSS, Koloa, 3928-3937. https://doi.org/10.1109/HICSS.2016.488 DOI: https://doi.org/10.1109/HICSS.2016.488
  29. Hernández-Betancur, J. E., Montoya-Restrepo, I., & Montoya-Restrepo, L. A. (2018). Strategic decision-moment: Beer game comparison between two colombian universities. The International Journal of Management Education, 16 (3), 504-514. https://doi.org/10.1016/j.ijme.2018.10.001 DOI: https://doi.org/10.1016/j.ijme.2018.10.001
  30. Jagtap, S., Saxena, P., & Salonitis, K. (2021). Food 4.0: Implementation of the Augmented Reality Systems in the Food Industry. 54thCIRP Conference on Manufacturing Systems, 104, 1137-1142. https://doi.org/10.1016/j.procir.2021.11.191 DOI: https://doi.org/10.1016/j.procir.2021.11.191
  31. Kaur, R., Gabrijelčič, D., & Klobučar, T. (2023). Artificial intelligence for cybersecurity: Literature review and future research directions. Information Fusion, 97, 1-29. https://doi.org/10.1016/j.inffus.2023.101804 DOI: https://doi.org/10.1016/j.inffus.2023.101804
  32. Kimbrough, S. O., & Fang-Zhong, D. W. (2002). Computers Play the Beer Game: Can Artificial Agents Manage Supply Chains? Decision Support Systems, 33 (3), 323-333. https://doi.org/10.1016/S0167-9236(02)00019-2 DOI: https://doi.org/10.1016/S0167-9236(02)00019-2
  33. Kreimeier, D., Morlock, F., Prinz, C., & Pollmann, J. (2013). Praktisches Lernen in einer Fertigungsumgebung - Lernfabrik vermittelt Ganzheitliche Produktionssysteme und Lean Managements. Industrial Ingeniering 2013, 26-29.
  34. Lasi, H., Fettke, P., Kemper, H.-G., Feld, T., & Hoffmann, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6 (4), 239-242. https://doi.org/10.1007/s12599-014-0334-4 DOI: https://doi.org/10.1007/s12599-014-0334-4
  35. León-García, O. A., & Bermúdez-Segura, M. Y. (2021). Barriers and driving forces for the implementation of Industry 4.0 in organizations: a state of the art. Revista de Investigación, Desarrollo e Innovación,11 (3), 451-466. https://doi.org/10.19053/20278306.v11.n3.2021.13343 DOI: https://doi.org/10.19053/20278306.v11.n3.2021.13343
  36. Marlés-Betancourt, C., Hermosa-Guzmán, D., & Correa-Cruz, L. (2021). Fomento de la conciencia hídrica en estudiantes universitarios mediante un juego como estrategia didáctica. Revista de Investigación, Desarrollo e Innovación, 11(2), 361-372. https://doi.org/10.19053/20278306.v11.n2.2021.12655 DOI: https://doi.org/10.19053/20278306.v11.n2.2021.12655
  37. Martínez-Ruiz, X. (2019). Disrupción y aporía: de camino a la educación 4.0. Innovación Educativa, 19 (80), 7-12.
  38. Medoh, C., & Telukdarie, A. (2022). The Future of Cybersecurity: A System Dynamics Approach. Procedia Computer Science, 200, 318-326. https://doi.org/10.1016/j.procs.2022.01.230 DOI: https://doi.org/10.1016/j.procs.2022.01.230
  39. Moshiri, M., Charles, A., Elkaseer, A., Scholz, S., Mohanty, S., & Tosello, G. (2020). An Industry 4.0 framework for tooling production using metal additive manufacturing-based first-time-right smart manufacturing system. 53rd CIRP Conference on Manufacturing Systems, 93, 32-37. https://doi.org/10.1016/j.procir.2020.04.151 DOI: https://doi.org/10.1016/j.procir.2020.04.151
  40. Mourtzis, D., Angelopoulos, J., & Panopoulos, N. (2022). A Literature Review of the Challenges and Opportunities of the Transition from Industry 4.0 to Society 5.0. Energies, 15 (17), 1-29. https://doi.org/10.3390/en15176276 DOI: https://doi.org/10.3390/en15176276
  41. Mustafee, N., & Katsaliaki, K. (2010). The blood supply game. Proceedings - Winter Simulation Conference, 327-338. https://doi.org/10.1109/WSC.2010.5679151 DOI: https://doi.org/10.1109/WSC.2010.5679151
  42. Ribeiro, J., Lima, R., Eckhardt, T., & Paiva, S. (2021). Robotic Process Automation and Artificial Intelligence in Industry 4.0 – A Literature review. Procedia Computer Science, 181, 51-58. https://doi.org/10.1016/j.procs.2021.01.104 DOI: https://doi.org/10.1016/j.procs.2021.01.104
  43. Rodríguez-Villalobosa, A., & Sempere-Ripoll, F. (2015). Implexa - Mucho más que el clásico juego de la cerveza. INNODOCT, 232-241. http://dx.doi.org/10.4995/innodoct.2015.111
  44. Rojas-Arenas, I. D., Jiménez-Medina, E., & Yepes-Callejas, R. (2021). Competencias Profesionales e Industria 4.0. Revista Interamericana de Investigación, Educación y Pedagogía, 14 (2), 169-194. https://doi.org/10.15332/25005421.6299 DOI: https://doi.org/10.15332/25005421.6299
  45. Romero-Rodríguez, D., Aguirre-Acosta, R., Polo-Obregón, S., Sierra-Altamiranda, Á., & Daza-Escorcia, J. M. (2016). Medición del efecto látigo en redes de suministro. Ingeniare, 20, 13-32. https://doi.org/10.18041/1909-2458/ingeniare.20.406 DOI: https://doi.org/10.18041/1909-2458/ingeniare.20.406
  46. Rüssmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M. (Septiembre de 2015). Industry 4.0: The future of productivity and growth in manufacturing industries. https://www.bcg.com/publications
  47. Sackey, S., Bester, A., & Adams, D. (2017). Industry 4.0 learning factory didactic design parameters for industrial engineering education in South Africa. South African Journal of Industrial Engineering, 28 (1), 114-124. https://doi.org/10.7166/28-1-1584 DOI: https://doi.org/10.7166/28-1-1584
  48. Salis, A., Marguglio, A., De Luca, G., Razzetti, S., Quadrini, W., & Gusmeroli, S. (2023). An Edge-Cloud based Reference Architecture to support cognitive solutions in Process Industry. Procedia Computer Science, 217, 20-30. https://doi.org/10.1016/j.procs.2022.12.198 DOI: https://doi.org/10.1016/j.procs.2022.12.198
  49. Santos, B., Alberto, A., Lima, T., & Charrua-Santos, F. (2018). Indústria 4.0: desafios e oportunidades. Revista Produção e Desenvolvimento, 4 (1), 111-124. https://doi.org/10.32358/rpd.2018.v4.316
  50. Schlaepfer, R. C., Koch, M., & Merkofer, P. (2015). Industry 4.0. Challenges and solutions for the digital transformation and use of exponential technologies. Deloitte.
  51. Soori, M., Arezoo, B., & Dastres, R. (2023). Artificial intelligence, machine learning and deep learning in advanced robotics, a review. Cognitive Robotics, 3, 54-70. https://doi.org/10.1016/j.cogr.2023.04.001 DOI: https://doi.org/10.1016/j.cogr.2023.04.001
  52. Ștefan, U. S., Hauge, J. B., Hasse, F., & Ștefan, A. (2019). Using Serious Games and Simulations for Teaching Co-Operative Decision-making. Procedia Computer Science, 162, 745-753. https://doi.org/10.1016/j.procs.2019.12.046 DOI: https://doi.org/10.1016/j.procs.2019.12.046
  53. Tavcar, J., Duhovnik, J., & Horvath, I. (2018). Towards validation of smart cyber-physical systems. Proceedings of the twelfth International Symposium on Tools and Methods of Competitive Engineering - TMCE 2018, 17-26.
  54. Thames, L., & Schaefer, D. (2016). Software-Defined Cloud Manufacturing for Industry 4.0. Procedia CIRP, 52, 12-17. https://doi.org/10.1016/j.procir.2016.07.041 DOI: https://doi.org/10.1016/j.procir.2016.07.041
  55. Thompson, K. M., & Badizadegan, N. D. (2015). Valuing Information in Complex Systems: An Integrated Analytical Approach to Achieve Optimal Performance in the Beer Distribution Game. Business, Economics, Computer Science, 2677-2686. DOI: https://doi.org/10.1109/ACCESS.2015.2505730
  56. Vergara-Pareja, C. M., Nielsen-Niño, J. B., & Niño-Vega, J. A. (2021). La gamificación y el fortalecimiento de la habilidad oral en inglés a niños de primera infancia. Revista de Investigación, Desarrollo e Innovación, 11 (3), 569-578. https://doi.org/10.19053/20278306.v11.n3.2021.13355 DOI: https://doi.org/10.19053/20278306.v11.n3.2021.13355
  57. Witkowski, K. (2017). Internet of Things, Big Data, Industry 4.0 - Innovative Solutions in Logistics and Supply Chains Management. Procedia Engineering, 182, 763-769. https://doi.org/10.1016/j.proeng.2017.03.197 DOI: https://doi.org/10.1016/j.proeng.2017.03.197

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