SimulaQuiz: digital game for Digital Twin education

Authors

  • Marcus Vinícius Oliveira Ribeiro Brandão Federal University of Recôncavo da Bahia (UFRB) Author https://orcid.org/0009-0009-9619-026X
  • João Pedro Silva Nascimento Federal University of Recôncavo da Bahia (UFRB) Author
  • Luciane Lima Federal University of Recôncavo da Bahia (UFRB) Author
  • João Vitor Siqueira Fonseca Federal University of Recôncavo da Bahia (UFRB) Author https://orcid.org/0009-0006-9218-9921
  • Andressa Clara Barbosa de Araujo Federal University of Bahia (UFBA) Author https://orcid.org/0000-0002-1734-506X
  • Marcus Vinícius Lemos da Silva Center for Research, Technological Development and Innovation (CEPEDI) Author
  • Cristiane Agra Pimentel Federal University of Recôncavo da Bahia (UFRB) Author https://orcid.org/0000-0001-9939-0309

DOI:

https://doi.org/10.47456/bjpe.v11i3.49585

Keywords:

Digital Twin, Gamification, Educational game

Abstract

The rapid evolution of Industry 4.0 has created a growing demand for professionals qualified in digital technologies, especially Digital Twins, whose knowledge has become essential for organizations seeking operational efficiency and cost reduction. Given the lack of effective educational resources for teaching this complex technology, this paper presents the development of SimulaQuiz, a gamified educational game aimed at learning about Digital Twins and their ecosystem. The methodology employed was qualitative and exploratory, structured in five stages: format design, technical development, systematic user testing, software registration with the INPI (Brazilian Institute of Industrial Property), and the construction of a SWOT matrix. The developed product consists of an interactive quiz with 64 questions divided into thematic blocks on simulation, Digital Twins, and Industry 4.0, featuring instant visual feedback and a star-rating system. The SWOT matrix demonstrated that gamification significantly increases student engagement and facilitates the understanding of complex concepts, although it requires adequate technological infrastructure and specific technical knowledge. SimulaQuiz was officially registered as a computer program (BR512025000934-8), contributing to the training of qualified professionals for the challenges of Industry 4.0.

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Author Biographies

  • Marcus Vinícius Oliveira Ribeiro Brandão, Federal University of Recôncavo da Bahia (UFRB)

    He is currently an undergraduate in Production Engineering at the Center for Science and Technology in Energy and Sustainability (CETENS) at the Federal University of Recôncavo da Bahia (UFRB). He is currently an intern at the Center for Research, Technological Development, and Innovation (CEPEDI). He has experience in scientific and technological initiation, with projects involving additive manufacturing, automation, computer vision, and simulation, including the development of a PET filament extruder, an assistive mobile robot, a digital twin, and games. He is a former member of ENGTEMP Jr. (the center's junior enterprise), with interests in simulation, digital twins, programming, and artificial intelligence applications.

  • João Pedro Silva Nascimento, Federal University of Recôncavo da Bahia (UFRB)

    I'm an Energy Engineering student at UFRB and have a strong passion for technology. I'm currently an intern at CEPEDI, focusing on simulation, machine learning, and web development.

  • Luciane Lima, Federal University of Recôncavo da Bahia (UFRB)

    I'm currently a production engineering undergraduate and a research fellow on the Lean Healthcare project. I have experience in the quality sector and applying Lean tools. I'm also an agroecology technician with expertise in rural extension and herbal medicine production.

  • João Vitor Siqueira Fonseca, Federal University of Recôncavo da Bahia (UFRB)

    Currently in my sixth semester of production engineering, I am currently in my sixth semester. I volunteered in Technological Development and Innovation Initiation for the Lean Healthcare project applied to the healthcare sector in Feira de Santana (2023-2024), working with intellectual property, developing games for the medical field. I interned at the Feira de Santana Hospital Foundation, at the Women's Hospital, working in the Quality Department, pursuing Lean implementation (2024). I received a scholarship from the Institutional Scholarship Program for Technological Development and Innovation Initiation (PIBITI), working on the Parameterizable Production Digital Twin project from September 2024 to November 2024. I am currently a production intern at CEPEDI-Ilhéus.

  • Andressa Clara Barbosa de Araujo, Federal University of Bahia (UFBA)

    Master's student in the Industrial Engineering Program (PEI) at the Federal University of Bahia (UFBA). Researcher in Digital Twin for manufacturing systems and Industry 4.0 with a focus on optimization, continuous improvement, and process digitalization. She holds a Bachelor's degree in Production Engineering from the Federal University of Recôncavo da Bahia (2023) and a Bachelor's degree in Interdisciplinary Energy and Sustainability from the Federal University of Recôncavo da Bahia (2022). During her undergraduate studies, she was a scholarship holder in Technological Development and Innovation Initiation of the Lean Healthcare project applied to the healthcare area in Feira de Santana (2022-2023), a scholarship holder in Scientific Initiation of the Lean Healthcare project applied to the healthcare area in Feira de Santana (2021 - 2022), and a scholarship holder in Scientific Initiation of the research project Study of the preparation of biodegradable polymers using agricultural waste (2017 - 2018).

  • Marcus Vinícius Lemos da Silva, Center for Research, Technological Development and Innovation (CEPEDI)

    Production Engineer passionate about innovation and project management. With over 13 years of experience in R&D, I lead teams and projects from conception to delivery. Fluent in English and an expert in process modeling and simulation, I constantly strive to improve efficiency and drive results.

  • Cristiane Agra Pimentel, Federal University of Recôncavo da Bahia (UFRB)

    Currently a professor in the Production Engineering program at the Federal University of Recôncavo da Bahia (UFRB) in Feira de Santana, she is a senior member of the IEEE and a participant in the professional master's program at UFBA. She has 12 years of experience in the metallurgical industry. Her expertise lies in quality, lean production systems, audits, and certifications. She is an internal and external auditor of the Integrated Management System (ISO 9001, ISO 14001, and ISO IEC 17025) and a Green Belt. During her master's degree, she worked on the implementation of ISO standards in the public sector, most notably the accreditation of the Northeast Biomaterials Laboratory (CERTBIO) to ISO/IEC 17025. During her doctorate, she worked on the development of materials for biomaterial applications. She currently leads the Lean Healthcare research project, focusing on healthcare in Bahia, and the Digital Twin project in collaboration with CEPEDI in Ilhéus. Winner of the 2021 IEEE Undergraduate Teaching Award, Honorable Mention of the IEEE WIE 2021 and 2022 Inspiring Member of the Year Award, and 2021 Outstanding Branch Counselor Branch Chapter Advisor Award. Since 2024, she has been a member of the IEEE R9 Industry Engagement Committee and Vice-Chair of the WIE Northeast Section.

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"Research cover image showing a person using a tablet in a study or work environment, representing the article SimulaQuiz: Digital Game for Digital Twin Education published in the Brazilian Journal of Production Engineering."

Published

2025-09-27

How to Cite

Brandão, M. V. O. R., Nascimento, J. P. S., Lima, L., Fonseca, J. V. S., Araujo, A. C. B. de, Silva, M. V. L. da, & Pimentel, C. A. (2025). SimulaQuiz: digital game for Digital Twin education. Brazilian Journal of Production Engineering, 11(3), 455-464. https://doi.org/10.47456/bjpe.v11i3.49585

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