Towards Industrial Metaverse: Opportunities and challenges
), Abstract
In recent years, the emergence of the Metaverse has created a significant impact worldwide. It represents the ultimate application of the latest information and communication technologies, introducing a brand new digital world to our society. With the industry sector being the core engine of our society, it holds the key to unlocking the potential of Metaverse application, particularly in the form of an Industrial Metaverse. The success of the Industrial Metaverse will greatly contribute to the overall development of the Metaverse. Therefore, this paper conducts a survey on the Metaverse to gather evidence of the growing trend towards an Industrial Metaverse. Furthermore, the key technologies required for implementing an Industrial Metaverse are analyzed. Lastly, the opportunities and challenges associated with the Industrial Metaverse are discussed.
References
Atzori L, Iera A, Morabito G. The internet of things: A survey. Computer Networks 2010; 54(15): 2787-2805.
Huang S, Wang G, Yan Y, et al. Blockchain-based data management for digital twin of product. Journal of Manufacturing Systems 2020; 54: 361-371.
Lasi H, Fettke P, Kemper H G, et al. Industry 4.0. Business & Information Systems Engineering 2014; 6: 239-242.
Xu X, Lu Y, Vogel-Heuser B, et al. Industry 4.0 and Industry 5.0—In ception, conception and perception. Journal of Manufacturing Systems 2021; 61: 530-535.
Huang S, Wang B, Li X, et al. Industry 5.0 and Society 5.0—Comparison, complementation and co-evolution. Journal of Manufacturing Systems 2022; 64: 424-428.
Zhou J, Zhou Y, Wang B, et al. Human – cyber – physical systems (HCPSs) in the context of new-generation intelligent manufacturing. Engineering 2019; 5(4): 624-636.
Zhang JJ, Wang FY, Wang X, et al. Cyber-physical-social systems: The state of the art and perspectives. IEEE Transactions on Computational Social Systems 2018; 5(3): 829-840.
Ball M. The Metaverse: and how it will revolutionize everything. Liveright Publishing, 2022.
Roose K. The Metaverse is Mark Zuckerberg's Escape Hatch. The New York Times, 2021, 10.
Kye B, Han N, Kim E, et al. Educational applications of Metaverse: possibilities and limitations. Journal of Educational Evaluation for Health Professions 2021; 18:32.
Alpala LO, Quiroga-Parra DJ, Torres JC, et al. Smart factory using virtual reality and online multi-user: Towards a Metaverse for experimental frameworks. Applied Sciences 2022; 12(12): 6258.
Musamih A, Yaqoob I, Salah K, et al. Metaverse in healthcare: Applications, challenges, and future directions. IEEE Consumer Electronics Magazine 2022.
Yao X, Ma N, Zhang J, et al. Enhancing wisdom manufacturing as Industrial Metaverse for industry and society 5.0. Journal of Intelligent Manufacturing 2022: 1-21.
Mystakidis S. Metaverse. Encyclopedia 2022; 2(1): 486-497.
Ning H, Wang H, Lin Y, et al. A survey on the Metaverse: The state-of-the-art, technologies, applications, and challenges. IEEE Internet of Things Journal 2023.
Zheng Z, Li T, Li B, et al. Industrial Metaverse: Connotation, features, technologies, applications and challenges. Asian Simulation Conference. 2022: 239-263.
Yang J, Wang X, Zhao Y. Parallel manufacturing for Industrial Metaverses: A new paradigm in smart manufacturing. IEEE/CAA Journal of Automatica Sinica 2022; 9(12): 2063-2070.
Madakam S, Lake V, Lake V, et al. Internet of Things (IoT): A literature review. Journal of Computer and Communications 2015; 3(5): 164.
Han Y, Niyato D, Leung C, et al. A dynamic hierarchical framework for IoT-assisted digital twin synchronization in the Metaverse. IEEE Internet of Things Journal 2022; 10(1): 268-284.
Sisinni E, Saifullah A, Han S, et al. Industrial internet of things: Challenges, opportunities, and directions. IEEE Transactions on Industrial Informatics 2018; 14(11): 4724-4734.
Mourtzis D, Vlachou E, Milas N. Industrial big data as a result of IoT adoption in manufacturing. Procedia CIRP 2016; 55: 290-295.
Huynh-The T, Pham QV, Pham XQ, et al. Artificial intelligence for the Metaverse: A survey. Engineering Applications of Artificial Intelligence 2023; 117: 105581.
Soori M, Arezoo B, Dastres R. Advanced virtual manufacturing systems: A review. Journal of Advanced Manufacturing Science and Technology 2023;3(3):2023009.
Cheng S, Zhang Y, Li X, et al. Roadmap toward the Metaverse: An AI perspective. The Innovation 2022; 3(5): 100293.
Mourtzis D, Angelopoulos J, Panopoulos N. Blockchain integration in the era of Industrial Metaverse. Applied Sciences 2023; 13(3): 1353.
Cruz-Benito J, Garcia-Penalvo FJ, Theron R. Analyzing the software architectures supporting HCI/HMI processes through a systematic review of the literature. Telematics and Informatics 2019; 38: 118-132.
Doolani S, Wessels C, Kanal V, et al. A review of extended reality (xr) technologies for manufacturing training. Technologies 2020; 8(4): 77.
Tao F, Zhang H, Liu A, et al. Digital twin in industry: State-of-the-art. IEEE Transactions on Industrial Informatics 2018; 15(4): 2405-2415.
Far SB, Rad AI. Applying digital twins in Metaverse: User interface, security and privacy challenges. Journal of Metaverse 2022; 2(1): 8-15.
Lv Z, Xie S, Li Y, et al. Building the Metaverse by digital twins at all scales, state, relation. Virtual Reality & Intelligent Hardware 2022; 4 (6): 459-470.
Jagatheesaperumal SK, Rahouti M. Building digital twins of cyber physical systems with Metaverse for Industry 5.0 and Beyond. IT Professional 2022; 24(6): 34-40.
Yang Q, Zhao Y, Huang H, et al. Fusing blockchain and AI with Metaverse: A survey. IEEE Open Journal of the Computer Society 2022; 3: 122-136.
Li C, Zheng P, Li S, et al. AR-assisted digital twin-enabled robot collaborative manufacturing system with human-in-the-loop. Robotics and Computer-Integrated Manufacturing 2022; 76: 102321.
京公网安备11010802044758号