A Design Approach and Prototype Implementation for Factory Monitoring Based on Virtual and Augmented Reality at the Edge of Industry 4.0
Abstract: Virtual and augmented reality are currently enjoying a great deal of attention from the research community and the industry towards their adoption within industrial spaces and processes. However, the current design and implementation landscape is still very fluid, while the community as a whole has not yet consolidated into concrete design directions, other than basic patterns. Other open issues include the choice over a cloud or edge-based architecture when designing such systems. Within this work, we present our approach for a monitoring intervention inside a factory space utilizing both VR and AR, based primarily on edge computing, while also utilizing the cloud. We discuss its main design directions, as well as a basic ontology to aid in simple description of factory assets. In order to highlight the design aspects of our approach, we present a prototype implementation, based on a use case scenario in a factory site, within the context of the ENERMAN H2020 project.
- L. Damiani, M. Demartini, G. Guizzi, R. Revetria, and F. Tonelli, “Augmented and virtual reality applications in industrial systems: A qualitative review towards the industry 4.0 era,” IFAC-PapersOnLine, vol. 51, no. 11, pp. 624–630, 2018, 16th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2018. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S2405896318315131
- V. Reljic, I. Milenkovic, S. Dudic, J. Sulc, and B. Bajci, “Augmented reality applications in industry 4.0 environment,” Applied Sciences, vol. 11, no. 12, 2021. [Online]. Available: https://www.mdpi.com/2076-3417/11/12/5592
- L. F. de Souza Cardoso, F. C. M. Q. Mariano, and E. R. Zorzal, “A survey of industrial augmented reality,” Computers & Industrial Engineering, vol. 139, p. 106159, 2020. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S036083521930628X
- M. Quandt and M. Freitag, “A systematic review of user acceptance in industrial augmented reality,” Frontiers in Education, vol. 6, 2021. [Online]. Available: https://www.frontiersin.org/articles/10.3389/feduc.2021.700760
- L. Berg and J. Vance, “Industry use of virtual reality in product design and manufacturing: a survey,” Virtual Reality, vol. 21, 03 2017.
- Z. Guo, D. Zhou, Q. Zhou, X. Zhang, J. Geng, S. Zeng, C. Lv, and A. Hao, “Applications of virtual reality in maintenance during the industrial product lifecycle: A systematic review,” Journal of Manufacturing Systems, vol. 56, pp. 525–538, 2020. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0278612520301175
- M. Yahya, J. G. Breslin, and M. I. Ali, “Semantic web and knowledge graphs for industry 4.0,” Applied Sciences, vol. 11, no. 11, 2021.
- F. Longo, L. Nicoletti, and A. Padovano, “New perspectives and results for smart operators in industry 4.0: A human-centered approach,” Computers & Industrial Engineering, vol. 163, p. 107824, 2022.
- F. Longo, G. Mirabelli, L. Nicoletti, and V. Solina, “An ontology-based, general-purpose and industry 4.0-ready architecture for supporting the smart operator (part i – mixed reality case),” Journal of Manufacturing Systems, vol. 64, pp. 594–612, 2022.
- M. D. Wilkinson, M. Dumontier, I. J. Aalbersberg, G. Appleton, M. Axton, A. Baak, N. Blomberg, J.-W. Boiten, L. B. da Silva Santos, P. E. Bourne et al., “The fair guiding principles for scientific data management and stewardship,” Scientific data, vol. 3, 2016.
- V. Havard, B. Jeanne, X. Savatier, and D. Baudry, “Inoovas - industrial ontology for operation in virtual and augmented scene: The architecture,” in 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT), 2017, pp. 0300–0305.
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