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
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