DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing

被引:120
作者
Cheng, Jiangfeng [1 ,2 ]
Zhang, He [1 ,3 ]
Tao, Fei [1 ]
Juang, Chia-Feng [2 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Natl Chung Hsing Univ, Dept Elect Engn, Taichung 402, Taiwan
[3] Beihang Univ, ShenYuan Hornor Sch, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Digital twin; Industrial Internet; Smart manufacturing; Product lifecycle; Industrial Internet platform; DIGITAL TWIN; CLOUD; DESIGN; SERVICE; SYSTEM;
D O I
10.1016/j.rcim.2019.101881
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, the interplay and relationship between digital twin and Industrial Internet are discussed at first. The sensing/transmission network capability, which is one of the main characteristics of Industrial Internet, can be a carrier for providing digital twin with a means of data acquisition and transmission. Conversely, with the capability of high-fidelity virtual modeling and simulation computing/analysis, digital twin evolving from lifecycle management for a single product to application in production/manufacturing in the shop-floor/enterprise, can further greatly enhance the simulation computing and analysis of Industrial Internet. This paper proposes a digital twin enhanced Industrial Internet (DT-II) reference framework towards smart manufacturing. To further illustrate the reference framework, the implementation and operation mechanism of DT-II is discussed from three perspectives, including product lifecycle level, infra-enterprise level and inter-enterprise level. Finally, steam turbine is taken as an example to illustrate the application scenes from above three perspectives under the circumstance of DT-II. The differences between with and without DT-II for design and development of steam turbine are also presented.
引用
收藏
页数:14
相关论文
共 55 条
[11]   Developing enterprise collaboration: a methodology to implement and improve interoperability [J].
Daclin, Nicolas ;
Chen, David ;
Vallespir, Bruno .
ENTERPRISE INFORMATION SYSTEMS, 2016, 10 (05) :467-504
[12]  
Evans PC., 2012, General Electric Reports, P488
[13]  
Grieves M., 2017, Transdisciplinary Perspectives on Complex Systems: New findings and approaches, P85, DOI [DOI 10.1007/978-3-319-38756-74, 10.1007/978-3-319-38756-7_4]
[14]  
Grieves M., 2014, DIGITAL TWIN MANUFAC
[15]   Integration of Distributed Enterprise Applications: A Survey [J].
He, Wu ;
Xu, Li Da .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) :35-42
[16]   Modeling of Cloud-Based Digital Twins for Smart Manufacturing with MTConnect [J].
Hu, Liwen ;
Ngoc-Tu Nguyen ;
Tao, Wenjin ;
Leu, Ming C. ;
Liu, Xiaoqing Frank ;
Shahriar, Md Rakib ;
Al Sunny, S. M. Nahian .
46TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE, NAMRC 46, 2018, 26 :1193-1203
[17]  
Kareem B., 2018, J POWER ENERGY ENG, V6, P111
[18]   Closed-loop PLM for intelligent products in the era of the Internet of things [J].
Kiritsis, Dimitris .
COMPUTER-AIDED DESIGN, 2011, 43 (05) :479-501
[19]   Dynamic Bayesian Network for Aircraft Wing Health Monitoring Digital Twin [J].
Li, Chenzhao ;
Mahadevan, Sankaran ;
Ling, You ;
Choze, Sergio ;
Wang, Liping .
AIAA JOURNAL, 2017, 55 (03) :930-941
[20]  
Lin S.-W., 2015, IND INTERNET CONSORT