Abstract
Industry 4.0 is decisive in implementing great value technology that can correctly determine incorrect positions in industrial processes workers that frequently require specialized attention. In the present investigation, we developed an application for mobile devices that identifies possible future accidents when determining incorrect actions from a set of steps to assemble a harness. This proposal is an intelligent system that can monitor inadequate and inaccurate movement and specify a better form of preventive action through a preliminary analysis of the person’s ergonomic activities performing the tasks. It uses virtualization of the environment to work through depth cameras (Kinect Azure) and is represented in a Unity environment by an avatar that simulates people’s movements.
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References
Workplace Risk Rate in Mexico. https://datos.gob.mx/busca/dataset/tasa-de-riesgos-de-trabajo-accidentes-y-enfermedades-derecho-a-la-seguridad-social-capacidades. Accessed 15 Nov 2020
Schaub, K., Caragnano, G., Britzke, B., Bruder, R.: The European assembly worksheet. Theor. Issues Ergon. Sci. 14, 1–23 (2012)
Wang, M.J., Wu, W., Lin, K., Yang, S., Lu, J.: Automated anthropometric data collection from three dimensional digital human models. Int. J. Adv. Manuf. Technol. 32, 109–115 (2007). https://doi.org/10.1007/s00170-005-0307-3
Schranz, N., Tomkinson, G., Olds, T., Daniell, N.: Three-dimensional anthropo-metric analysis: differences between elite Australian rowers and the general population. J. Sports Sci. 28, 459–469 (2010). https://doi.org/10.1080/02640411003663284
Stewart, A.D.: Kinanthropometry and body composition: a natural home for three dimensional photonic scanning. J. Sports Sci. 28, 455–457 (2010). https://doi.org/10.1080/02640411003661304
Rettie, R.: Using Goffman’s frameworks to explain presence and reality (2004). https://eprints.kingston.ac.uk/id/eprint/2098/1/Rettie.pdf. Accessed 15 Nov 2020
Yu, I., Mortensen, J., Khanna, P., Spanlang, B., Slater, M.: Visual realism enhances realistic response in an immersive virtual environment. IEEE Comput. Graph. Appl. (2012)
Van Gisbergen, M.S.: Contextual connected media: how rearranging a media puzzle, brings virtual reality into being. NHTV, Breda, The Netherlands (2016)
Hertzberg, H.T.: The Conference on Standardization of Anthropometric Techniques and Terminology. Am. J. Phys. Anthropol. 28(1), 1–16 (1968). https://doi.org/10.1002/ajpa.1330280110
Pheasant, S.: Bodyspace, 2nd edn. Taylor & Francis, London (1996)
Computer Graphic Cards. etki.orianaeloris.it. Accessed 15 Nov 2020
Computer Graphic Cards Gtx 970 m Now or Wait for 1070 m? Laptops and Pre-Built Systems. https://www.notebookcheck.net/GeForce-GTX-1070-Laptop-vs-GeForce-GTX-1070-Ti-Desktop_7364_8258.247598.0.html. Accessed 15 Nov 2020
Computer Graphic Cards Comparison. https://versus.com/en/nvidia-geforce-gtx-1070-vs-nvidia-geforce-gtx-1660-super. Accessed 15 Nov 2020
Computer Graphic Cards. https://www.notebookcheck.net/GeForce-GTX-1070-Laptop-vs-GeForce-GTX-1070-Ti-Desktop_7364_8258.247598.0.html. Accessed 15 Nov 2020
Body Tracking SDK Azure Kinect. https://docs.microsoft.com/en-us/azure/Kinect-dk/get-body-tracking-results. Accessed 3 Nov 2020
Azure Kinect specs Azure Kinect DK – Develop AI Models | Microsoft Azure
Jon, P.: Augmented Reality, Where We Will All Live; Jon Peddie Research Inc., Tiburon (2017). ISBN 978-3-319-54502-8. https://doi.org/10.1007/978-3-319-54502-8
Azure Kinect specs Azure Kinect DK—Develop AI Models; Microsoft Azure, 3 November 2020
Azure Kinect DK Documentation about Azure Kinect DK (ulbsibiu.ro). https://docs.microsoft.com/en-us/azure/kinect-dk/. Accessed 15 Nov 2020
Ochoa, A., Larios, V.M., Maciel, R., Mora, O.B.: Improving transport optimization to smart city’s competitiveness. In: Proceedings of the 2017 International Smart Cities Conference (ISC2), Wuxi, China, 14–17 September 2017
Advances in Ergonomics in Design; Springer Science and Business Media LLC, Berlin, Germany (2018)
Traditional Chatbot VS Virtual Reality Bot. https://medium.com/vaibhav-malpanis-blog/traditional-chatbot-vs-virtual-reality-bot-aws-sumerian-4866e4f51693. Accessed 15 Nov 2020
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Castellanos, H.G., Varela, J.A.E., Zezzatti, A.O. (2021). Mobile Device Application to Detect Dangerous Movements in Industrial Processes Through Intelligence Trough Ergonomic Analysis Using Virtual Reality. In: Hassanien, A.E., et al. Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021). AICV 2021. Advances in Intelligent Systems and Computing, vol 1377. Springer, Cham. https://doi.org/10.1007/978-3-030-76346-6_19
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