Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications

被引:15
|
作者
Ren, Lei [1 ,2 ,3 ]
Dong, Jiabao [1 ,2 ]
Zhang, Lin [1 ,2 ]
Laili, Yuanjun [1 ,2 ,3 ]
Wang, Xiaokang [4 ]
Qi, Yue [5 ]
Li, Bo Hu [1 ,2 ]
Wang, Lihui [6 ]
Yang, Laurence T. [4 ]
Deen, M. Jamal [7 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] State Key Lab Intelligent Mfg Syst Technol, Beijing 100854, Peoples R China
[3] Zhongguancun Lab, Beijing 100094, Peoples R China
[4] Hainan Univ, Sch Comp Sci & Technol, Haikou 570228, Peoples R China
[5] Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R China
[6] KTH Royal Inst Technol, Dept Prod Engn, S-10044 Stockholm, Sweden
[7] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4K1, Canada
基金
中国国家自然科学基金;
关键词
Cloud manufacturing; cyber-physical-social system; digital twin (DT); industrial big model; industrial metaverse; metaverse; smart manufacturing; INTELLIGENCE; FRAMEWORK;
D O I
10.1109/TCYB.2024.3372591
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart manufacturing has been transforming toward industrial digitalization integrated with various advanced technologies. Metaverse has been evolving as a next-generation paradigm of a digital space extended and augmented by reality. In the metaverse, users are interconnected for various virtual activities. In consideration of advanced possibilities that may be brought by the metaverse, it is envisioned that industrial metaverse should be integrated into smart manufacturing to upgrade industry for more visible, intelligent and efficient production in the future. Therefore, a conceptual model, named IMverse Model, and novel characteristics of the industrial metaverse for smart manufacturing are proposed in this article. Besides, an industrial metaverse architecture, named IMverse Architecture, is proposed involving several key enabling technologies. Typical innovative applications of the industrial metaverse throughout the whole product life cycle for smart manufacturing are presented with insights. Nonetheless, in prospect of future, the industrial metaverse still faces limitations and is far from implementation. Thus, challenges and open issues of the industrial metaverse for smart manufacturing are discussed, then outlook is provided for further research and application.
引用
收藏
页码:2683 / 2695
页数:13
相关论文
共 50 条
  • [1] Guest Editorial Special Issue on Industrial Metaverse for Smart Manufacturing
    Qian, Feng
    Qiao, Hong
    Huang, Biao
    Tang, Yang
    Bogle, David
    Yu, Aibing
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (07) : 3850 - 3851
  • [2] A Reference Architecture for an Industrial Metaverse
    Ullrich M.
    Heller J.
    Knüpper J.
    Lüdemann-Ravit B.
    ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2024, 119 (03): : 186 - 191
  • [3] Industrial metaverse towards Industry 5.0: Connotation, architecture, enablers, and challenges
    Guo, Junlang
    Leng, Jiewu
    Zhao, Leon
    Zhou, Xueliang
    Yuan, Yu
    Lu, Yuqian
    Mourtzis, Dimitris
    Qi, Qinglin
    Huang, Sihan
    Song, Xueguan
    Liu, Qiang
    Wang, Lihui
    JOURNAL OF MANUFACTURING SYSTEMS, 2024, 76 : 25 - 42
  • [4] Process Manufacturing Intelligence Empowered by Industrial Metaverse: A Survey
    Luo, Weichao
    Huang, Keke
    Liang, Xiaojun
    Ren, Hao
    Zhou, Nan
    Zhang, Chaobo
    Yang, Chunhua
    Gui, Weihua
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (11) : 6679 - 6692
  • [5] Metaverse-driven smart grid architecture
    Tightiz, Lilia
    Dang, L. Minh
    Padmanaban, Sanjeevikumar
    Hur, Kyeon
    ENERGY REPORTS, 2024, 12 : 2014 - 2025
  • [6] Establishment of a maturity model to assess the development of industrial AI in smart manufacturing
    Chen, Wenting
    Liu, Caihua
    Xing, Fei
    Peng, Guochao
    Yang, Xi
    JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2022, 35 (03) : 701 - 728
  • [7] Hierarchical Clustering Architecture for Metaverse Applications
    Kumar, Santhosh M.
    Prabhakar, M.
    Sanyal, Goutam
    2023 IEEE/ACM 23RD INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING WORKSHOPS, CCGRIDW, 2023, : 272 - 274
  • [8] Towards an Integrated Architecture Model of Smart Manufacturing Enterprises
    Franck, Thijs
    Iacob, Maria-Eugenia
    van Sinderen, Marten
    Wombacher, Andreas
    BUSINESS MODELING AND SOFTWARE DESIGN, BMSD 2017, 2018, 309 : 112 - 133
  • [9] Uncertainty Decision Modeling Approach for Control Engineering Tools to Support Industrial Cyber-Physical Metaverse Smart Manufacturing Systems
    Zaidan, A. A.
    Alsattar, Hassan A. A.
    Qahtan, Sarah
    Deveci, Muhammet
    Pamucar, Dragan
    Hajiaghaei-Keshteli, Mostafa
    IEEE SYSTEMS JOURNAL, 2023, 17 (04): : 5303 - 5314
  • [10] Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing
    Yang, Jing
    Wang, Xiaoxing
    Zhao, Yandong
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (12) : 2063 - 2070