From Virtual Reality to Digital Twins: The Long and Winding Road
Resumo
Considered an evolution of Virtual Reality systems, Digital Twins, which integrate technologies like Mixed Reality, Internet of Things, Machine Learning, Big Data, and Cloud Computing, and it is proving its potential across various domains. These technologies facilitate the creation of accurate simulations of real objects, processes, and systems based on real-time data. This capability supports a wide range of applications, including hypothesis testing, design and prototyping, and process optimization. As a result, Digital Twins are highly suitable for applications in diverse areas. This paper will discuss its types, applications and forecast future directions for research and development, as well as a supporting architecture.
Palavras-chave:
Digital Twins, Virtual Reality, Architecture, Concept Maps
Referências
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Crespi, N., Drobot, A. T., & Minerva, R. (2023). The Digital Twin: What and Why?. In The Digital Twin (pp. 3-20). Cham: Springer International Publishing.
Fortino, G., & Savaglio, C. (2023). Integration of digital twins & internet of things. In The Digital Twin (pp. 205-225). Cham: Springer International Publishing.
Silveira, I. F., Martins, V. F., & Cardoso, A. (2024). Simulation in Education and Training: From Virtual Reality to Digital Twins. Proceedings of LACLO 2024 (to be published).
Saeed, M. M. A., Saeed, R. A., & Ahmed, Z. E. (2024). Data Security and Privacy in the Age of AI and Digital Twins. In Digital Twin Technology and AI Implementations in Future-Focused Businesses (pp. 99-124). IGI Global.
Schmitt, L., & Copps, D. (2023). The Business of Digital Twins. In The Digital Twin (pp. 21-63). Cham: Springer International Publishing.
Martins, V. F., Silveira, I. F., & Cardoso, A. A three-tiered architectural model for Digital Twins in Education. Proceedings of CBSoft 2024 (to be published).
Naseri, F., Gil, S., Barbu, C., Çetkin, E., Yarimca, G., Jensen, A. C., & Gomes, C. (2023). Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms. Renewable and Sustainable Energy Reviews, 179, 113280.
Zhao, Y., Cao, C., & Liu, Z. (2022). A framework for prefabricated component hoisting management systems based on digital twin technology. Buildings, 12(3), 276.
Tang, C., Yi, W., Occhipinti, E., Dai, Y., Gao, S., & Occhipinti, L. G. (2024). A roadmap for the development of human body digital twins. Nature Reviews Electrical Engineering, 1(3), 199-207.
Onaji, I., Tiwari, D., Soulatiantork, P., Song, B., & Tiwari, A. (2022). Digital twin in manufacturing: conceptual framework and case studies. International Journal of Computer Integrated Manufacturing, 35(8), 831-858.
Semeraro, C., Olabi, A. G., Aljaghoub, H., Alami, A. H., Al Radi, M., Dassisti, M., & Abdelkareem, M. A. (2023). Digital twin application in energy storage: Trends and challenges. Journal of Energy Storage, 58, 106347.
Vallée, A. (2023). Digital twin for healthcare systems. Frontiers in Digital Health, 5, 1253050.
Caporuscio, M., Edrisi, F., Hallberg, M., Johannesson, A., Kopf, C., & Perez-Palacin, D. (2020). Architectural concerns for digital twin of the organization. In Software Architecture: 14th European Conference, ECSA 2020, L'Aquila, Italy, September 14–18, 2020, Proceedings (pp. 265-280). Springer International Publishing.
Lauer-Schmaltz, M. W., Cash, P., Hansen, J. P., & Maier, A. (2024). Towards the Human Digital Twin: Definition and Design--A survey. arXiv preprint arXiv:2402.07922.
Zalake, M., Gomes De Siqueira, A., Vaddiparti, K., Antonenko, P., & Lok, B. (2024, June). Evaluating the Effect of Adapting Virtual Humans Based on Individual Differences in Users. In International Conference on Human-Computer Interaction (pp. 405-423). Cham: Springer Nature Switzerland.
Bachmann, J. C., Martins, V. F., & Silveira, I. F. Digital Twins for Education: A Literature Review. Proceedings of CBIE 2024 (to be published).
Zacher, S. (2020). Digital twins for education and study of engineering sciences. International Journal on Engineering, Science and Technology, 2(2), 61-69.
Iqbal, J. D., Krauthammer, M., & Biller-Andorno, N. (2022). The use and ethics of digital twins in medicine. Journal of Law, Medicine & Ethics, 50(3), 583-596.
Kawamoto, A. L. S., Marques, D., & Martins, V. F. (2020). Revisão Sobre Usabilidade em Sistemas de Interação Não-Convencional. Revista Ibérica de Sistemas e Tecnologias de Informação, (E26), 624-636.
Alkhateeb, A., Jiang, S., & Charan, G. (2023). Real-time digital twins: Vision and research directions for 6G and beyond. IEEE Communications Magazine.
Lee, H., Lee, B., Yang, H., Kim, J., Kim, S., Shin, W., & Poor, H. V. (2023). Towards 6G hyper-connectivity: Vision, challenges, and key enabling technologies. Journal of Communications and Networks, 25(3), 344-354.
Yaqoob, I., Salah, K., Uddin, M., Jayaraman, R., Omar, M., & Imran, M. (2020). Blockchain for digital twins: Recent advances and future research challenges. IEEE Network, 34(5), 290-298.
Grieves, M. W. (2023). Digital twins: past, present, and future. In The digital twin (pp. 97-121). Cham: Springer International Publishing.
Crespi, N., Drobot, A. T., & Minerva, R. (2023). The Digital Twin: What and Why?. In The Digital Twin (pp. 3-20). Cham: Springer International Publishing.
Fortino, G., & Savaglio, C. (2023). Integration of digital twins & internet of things. In The Digital Twin (pp. 205-225). Cham: Springer International Publishing.
Silveira, I. F., Martins, V. F., & Cardoso, A. (2024). Simulation in Education and Training: From Virtual Reality to Digital Twins. Proceedings of LACLO 2024 (to be published).
Saeed, M. M. A., Saeed, R. A., & Ahmed, Z. E. (2024). Data Security and Privacy in the Age of AI and Digital Twins. In Digital Twin Technology and AI Implementations in Future-Focused Businesses (pp. 99-124). IGI Global.
Schmitt, L., & Copps, D. (2023). The Business of Digital Twins. In The Digital Twin (pp. 21-63). Cham: Springer International Publishing.
Martins, V. F., Silveira, I. F., & Cardoso, A. A three-tiered architectural model for Digital Twins in Education. Proceedings of CBSoft 2024 (to be published).
Naseri, F., Gil, S., Barbu, C., Çetkin, E., Yarimca, G., Jensen, A. C., & Gomes, C. (2023). Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms. Renewable and Sustainable Energy Reviews, 179, 113280.
Zhao, Y., Cao, C., & Liu, Z. (2022). A framework for prefabricated component hoisting management systems based on digital twin technology. Buildings, 12(3), 276.
Tang, C., Yi, W., Occhipinti, E., Dai, Y., Gao, S., & Occhipinti, L. G. (2024). A roadmap for the development of human body digital twins. Nature Reviews Electrical Engineering, 1(3), 199-207.
Onaji, I., Tiwari, D., Soulatiantork, P., Song, B., & Tiwari, A. (2022). Digital twin in manufacturing: conceptual framework and case studies. International Journal of Computer Integrated Manufacturing, 35(8), 831-858.
Semeraro, C., Olabi, A. G., Aljaghoub, H., Alami, A. H., Al Radi, M., Dassisti, M., & Abdelkareem, M. A. (2023). Digital twin application in energy storage: Trends and challenges. Journal of Energy Storage, 58, 106347.
Vallée, A. (2023). Digital twin for healthcare systems. Frontiers in Digital Health, 5, 1253050.
Caporuscio, M., Edrisi, F., Hallberg, M., Johannesson, A., Kopf, C., & Perez-Palacin, D. (2020). Architectural concerns for digital twin of the organization. In Software Architecture: 14th European Conference, ECSA 2020, L'Aquila, Italy, September 14–18, 2020, Proceedings (pp. 265-280). Springer International Publishing.
Lauer-Schmaltz, M. W., Cash, P., Hansen, J. P., & Maier, A. (2024). Towards the Human Digital Twin: Definition and Design--A survey. arXiv preprint arXiv:2402.07922.
Zalake, M., Gomes De Siqueira, A., Vaddiparti, K., Antonenko, P., & Lok, B. (2024, June). Evaluating the Effect of Adapting Virtual Humans Based on Individual Differences in Users. In International Conference on Human-Computer Interaction (pp. 405-423). Cham: Springer Nature Switzerland.
Bachmann, J. C., Martins, V. F., & Silveira, I. F. Digital Twins for Education: A Literature Review. Proceedings of CBIE 2024 (to be published).
Zacher, S. (2020). Digital twins for education and study of engineering sciences. International Journal on Engineering, Science and Technology, 2(2), 61-69.
Iqbal, J. D., Krauthammer, M., & Biller-Andorno, N. (2022). The use and ethics of digital twins in medicine. Journal of Law, Medicine & Ethics, 50(3), 583-596.
Kawamoto, A. L. S., Marques, D., & Martins, V. F. (2020). Revisão Sobre Usabilidade em Sistemas de Interação Não-Convencional. Revista Ibérica de Sistemas e Tecnologias de Informação, (E26), 624-636.
Alkhateeb, A., Jiang, S., & Charan, G. (2023). Real-time digital twins: Vision and research directions for 6G and beyond. IEEE Communications Magazine.
Lee, H., Lee, B., Yang, H., Kim, J., Kim, S., Shin, W., & Poor, H. V. (2023). Towards 6G hyper-connectivity: Vision, challenges, and key enabling technologies. Journal of Communications and Networks, 25(3), 344-354.
Yaqoob, I., Salah, K., Uddin, M., Jayaraman, R., Omar, M., & Imran, M. (2020). Blockchain for digital twins: Recent advances and future research challenges. IEEE Network, 34(5), 290-298.
Publicado
30/09/2024
Como Citar
SIQUEIRA, Alexandre Gomes de; CARDOSO, Alexandre; MARTINS, Valéria Farinazzo; SILVEIRA, Ismar Frango.
From Virtual Reality to Digital Twins: The Long and Winding Road. In: PAINÉIS - SIMPÓSIO DE REALIDADE VIRTUAL E AUMENTADA (SVR), 26. , 2024, Manaus/AM.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2024
.
p. 73-77.
DOI: https://doi.org/10.5753/svr_estendido.2024.242096.