Abstract
Digital twins are revolutionizing many engineering fields due to the availability of advanced and reliable instruments for continuous real-time monitoring, control, interrogation, and optimization of a system throughout its entire life cycle. Digital twins can be successfully integrated with augmented reality tools to enhance and facilitate communication from and to the user. The paper discusses a comprehensive methodology to implement and manage digital twins of rigid-link mechanisms, which require real-time dynamic simulation with input and output from sensors and actuators. The entire methodology is enhanced by integrating the Microsoft Hololens 2 augmented reality headset to implement interactive communication using natural interfaces. The paper includes an in-depth discussion of the general and modular approach and a detailed example of an application with an assessment of the accuracy of the simulation results.
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References
Grieves, M.: Digital twin of physical systems: opportunities and challenges, In: Proceedings of the ASME 2002 International Mechanical Engineering Congress and Exposition, 17–22 November, New Orleans, USA, (2002)
Merienne, F.: Human factors consideration in the interaction process with virtual environment. Int. J. Interact. Des. Manuf. 4(2), 83–86 (2000)
Valentini, P.P.: Enhancing user role in augmented reality interactive simulations, pp. 233–256. Human Factors in Augmented Reality Environments, Springer, New York (2013)
Chaudhari, S.S., Bhole, K.S., Rane, S., Deshmukh, S.: A generic digital twin application framework for emerging trends in industrial process heaters. Procedia CIRP 119, 1128–1133 (2023)
Chaudhari, S.S., Bhole, K.S., Rane, S.: An application of IIoT framework in system design, performance monitoring and control for industrial process heater. Int. J. Interact. Des. Manuf. (2023). https://doi.org/10.1007/s12008-023-01235-6
Chaudhari, S., Bhole, K.S., Rane, S.: Comparison on conventional and digital technology assisted design methodologies of process heater radiant section. Int. J. Interact. Des. Manuf. (2023). https://doi.org/10.1007/s12008-023-01201-2
Valentini, P.P., Pavia, D., Marotta, E., Cirelli, M.: Interactive simulation of realistic flexible and tearable membrane using virtual reality and haptic force-feedback interface. Int. J. Interact. Des. Manuf. 14, 813–822 (2020)
Ke, S., Xiang, F., Zhang, Z., Zuo, Y.: An enhanced interaction framework based on VR, AR, MR in digital twin. Procedia CIRP 83, 753–758 (2019)
Yin, Y., Zheng, P., Li, C., Wang, L.: A state-of-the-art survey on augmented reality-assisted digital twin for futuristic human-centric industry transformation. Robot. Comput. Integr. Manuf. 81, 102515 (2023)
Cai, Y., Wang, Y., Burnett, M.: Using augmented reality to build digital twin for reconfigurable additive manufacturing system. J. Manuf. Syst. 56, 598–604 (2020)
Li, C., Zheng, P., Li, S., Pang, Y., Lee, C.K.M.: AR-assisted digital twin-enabled robot collaborative manufacturing system with human-in-the-loop. Robot. Comput. Integr. Manuf. 76, 102321 (2022)
García, A., Bregon, A., Martínez-Prieto, M.: Towards a connected digital twin learning ecosystem in manufacturing: enablers and challenges. Comput. Ind. Eng.. Ind. Eng. 171, 108463 (2022)
Liu, S., Vincent, X., Wang, L.: Digital twin-enabled advance execution for human-robot collaborative assembly. CIRP Ann. 71, 25–28 (2022)
Choi, S.H., Park, K.B., Roh, D.H., Lee, J.Y., Mohammed, M., Ghasemi, Y., Jeong, H.: An integrated mixed reality system for safety-aware human-robot collaboration using deep learning and digital twin generation. Robot. Comput. Integr. Manuf. 73, 102258 (2022)
Valentini, P.P.: Interactive virtual assembling in augmented reality. Int. J. Interact. Des. Manuf. 3, 109–119 (2009)
Qiu, C., Zhou, S., Liu, Z., Gao, Q., Tan, J.: Digital assembly technology based on augmented reality and digital twins: a review. Virtual Real. Intell. Hardw. 1(6), 597–610 (2019)
Chen, C.H., Lin, C.W., Huang, C.C.: The convergence of augmented reality and digital twins: a new approach to product development and manufacturing, J. Intell. Manuf. (2019)
Shah, M.M., Khan, M.M.A., Alshamran, S.A.: Augmented reality and digital twins: a new paradigm for manufacturing, Manuf. Lett. (2020)
Valentini, P.P., Biancolini, M.E.: Interactive sculpting using augmented-reality mesh morphing, and force feedback: force-feedback capabilities in an augmented reality environment. IEEE Consum. Electron. Mag. 7(2), 83–89 (2018)
Valentini, P.P.: Interactive cable harnessing in augmented reality. Int. J. Interact. Des. Manuf. 5, 45–53 (2011)
Valentini, P.P., Pennestrì, E.: Compliant four-bar linkage synthesis with second-order flexure hinge approximation. Mech. Mach. Theory 128, 225–233 (2018)
Valentini, P.P.: Natural Interface in Augmented Reality Interactive Simulations. Virtual and Physical Prototyping 7, 137–151 (2012)
Valentini, P.P., Pezzuti, E.: Accuracy in fingertip tracking using Leap Motion Controller for interactive virtual applications. Int. J. Interact. Des. Manuf. 11, 641–650 (2017)
Valentini, P.P.: Natural interface for interactive virtual assembly in augmented reality using leap motion controller. Int. J. Interact. Des. Manuf. 12(4), 1157–1165 (2018)
Belfiore, N.P., Mariti, L., Pennestrì, E., Valentini, P.P.: Comparison of solution strategies for multibody dynamics equations. Int. J. Numer. Meth. Eng.Numer. Meth. Eng. 88(7), 637–656 (2011)
Mirtich, B.V.: Impulse-based dynamic simulation of rigid body systems, PhD thesis, University of California, Berkeley, CA, USA (1996)
Schmitt, A., Bender J.: Impulse-based dynamic simulation of multibody systems: numerical comparison with standard methods, In: Proceedings of automation of discrete production engineering, Sozopol, Bulgaria, pp. 324–329, (2005)
Valentini, P.P., Pezzuti, E.: Interactive multibody simulation in augmented reality. J. Theor. Appl. Mech.Theor. Appl. Mech. 48(3), 733–750 (2010)
Haug, E.J.: Computer aided kinematics and dynamics of mechanical systems, Pearson College Div, USA, (1989)
Azuma, R., Baillot, Y., Behringer, R., Feiner, S., Julier, S., MacIntyre, B.: Recent advances in augmented reality. IEEE Comput. Graph. 21(6), 34–47 (2001)
Liarokapis, F.: An augmented reality interface for visualizing and interacting with virtual content. Virtual Real. 11, 23–43 (2007)
Acknowledgement
The authors wish to acknowledge the support of the Project ECS 0000024 Rome Technopole,—CUP E83C22003240001, NRP Mission 4 Component 2 Investment 1.5, funded by the European Union NextGenerationEU and of the National Center for HPC, Big Data and Quantum Computing, Project CN_00000013—CUP E83C22003230001, Mission 4 Component 2 Investment 1.4, funded by the European Union—NextGenerationEU.
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Cirelli, M., Cellupica, A., Canonico, P. et al. Impulse dynamics and augmented reality for real-time interactive digital twin exploration and interrogation. Int J Interact Des Manuf 18, 929–941 (2024). https://doi.org/10.1007/s12008-023-01704-y
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DOI: https://doi.org/10.1007/s12008-023-01704-y