Science & Technology Review
|
2020, 38(14): 116-125
• Innovation Development •
Big data manufacturing service model driven by digital twin
Full
LI Renwang1, XIAO Renbin2
Affiliations
1. Faculty of Mechanical Engineering&Automation, Zhejiang Sci-Tech University, Hangzhou 310018, China;
2. School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
Published: 2020-07-28
doi: 10.3981/j.issn.1000-7857.2020.14.012
Outline
New technologies such as digital twin and big data etc., have triggered people's new thinking on manufacturing mode. Therefore, this paper proposes a new model of big data manufacturing services driven by digital twin, combining with the important content of manufacturing services in the "Made in China 2025" plan. First of all, the research progress of intelligent manufacturing, digital twin and manufacturing service mode at home and abroad is reviewed. Secondly, an open architecture and operation logic of big data manufacturing mode driven by digital twin is proposed. Thirdly, the enabling technology of big data manufacturing service mode is studied from three aspects: the two world driven by digital twin and its description, the combination of digital twin and big data, and the model establishment and optimization of big data manufacturing service mode. This new manufacturing service model has theoretical and practical significance for promoting the transformation and upgrading of traditional manufacturing enterprises and promoting the comprehensive competitiveness in the new international competitive environment.
digital twin
/
big data
/
manufacturing service model
LI Renwang, XIAO Renbin.
Big data manufacturing service model driven by digital twin[J].
Science & Technology Review,
2020
, 38
(14)
: 116
-125
.
DOI: 10.3981/j.issn.1000-7857.2020.14.012
Year 2020 volume 38 Issue 14
PDF
714
258
Cite this Article
BibTeX
Article Info
doi: 10.3981/j.issn.1000-7857.2020.14.012
- Receive Date:2020-05-20
- Online Date:2020-08-10
- Published:2020-07-28