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

被引:113
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; DESIGN; CLOUD; 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
[1]   Strategic business transformation through technology convergence: implications from General Electric's industrial internet initiative [J].
Agarwal, Nivedita ;
Brem, Alexander .
INTERNATIONAL JOURNAL OF TECHNOLOGY MANAGEMENT, 2015, 67 (2-4) :196-214
[2]  
[Anonymous], 2013, PROC 54 AIAAASMEASCE
[3]  
[Anonymous], 2018, GARTNER 4 BEST PRACT
[4]  
[Anonymous], 2012, 53 AIAA ASME ASCE AH
[5]  
AUCOTEC, 2017, IND BEING TRANSF DIG
[6]   The modelling and operations for the digital twin in the context of manufacturing [J].
Bao, Jinsong ;
Guo, Dongsheng ;
Li, Jie ;
Zhang, Jie .
ENTERPRISE INFORMATION SYSTEMS, 2019, 13 (04) :534-556
[7]   CPS-MT: A Real-Time Cyber-Physical System Monitoring Tool for Security Research [J].
Barrere, Martin ;
Hankin, Chris ;
Barboni, Angelo ;
Zizzo, Giulio ;
Boem, Francesca ;
Maffeis, Sergio ;
Parisini, Thomas .
2018 IEEE 24TH INTERNATIONAL CONFERENCE ON EMBEDDED AND REAL-TIME COMPUTING SYSTEMS AND APPLICATIONS (RTCSA), 2018, :240-241
[8]   Advances in 3D data acquisition and processing for industrial applications [J].
Bi, Z. M. ;
Wang, Lihui .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2010, 26 (05) :403-413
[9]  
Chen G., 2013, P INT C QUAL REL RIS, DOI [10.1109/QR2MSE.2013.6625949, DOI 10.1109/QR2MSE.2013.6625949]
[10]  
Couchman R.S., STEAM TURBINE DESIGN