TY - JOUR
T1 - Digital Twin-driven smart manufacturing
T2 - Connotation, reference model, applications and research issues
AU - Lu, Yuqian
AU - Liu, Chao
AU - Wang, Kevin I.Kai
AU - Huang, Huiyue
AU - Xu, Xun
PY - 2020/2
Y1 - 2020/2
N2 - This paper reviews the recent development of Digital Twin technologies in manufacturing systems and processes, to analyze the connotation, application scenarios, and research issues of Digital Twin-driven smart manufacturing in the context of Industry 4.0. To understand Digital Twin and its future potential in manufacturing, we summarized the definition and state-of-the-art development outcomes of Digital Twin. Existing technologies for developing a Digital Twin for smart manufacturing are reviewed under a Digital Twin reference model to systematize the development methodology for Digital Twin. Representative applications are reviewed with a focus on the alignment with the proposed reference model. Outstanding research issues of developing Digital Twins for smart manufacturing are identified at the end of the paper.
AB - This paper reviews the recent development of Digital Twin technologies in manufacturing systems and processes, to analyze the connotation, application scenarios, and research issues of Digital Twin-driven smart manufacturing in the context of Industry 4.0. To understand Digital Twin and its future potential in manufacturing, we summarized the definition and state-of-the-art development outcomes of Digital Twin. Existing technologies for developing a Digital Twin for smart manufacturing are reviewed under a Digital Twin reference model to systematize the development methodology for Digital Twin. Representative applications are reviewed with a focus on the alignment with the proposed reference model. Outstanding research issues of developing Digital Twins for smart manufacturing are identified at the end of the paper.
KW - Big Data
KW - Cyber-physical System
KW - Digital Twin
KW - Industry 4.0
KW - Smart manufacturing
KW - Standard
UR - http://www.scopus.com/inward/record.url?scp=85070213247&partnerID=8YFLogxK
UR - https://www.sciencedirect.com/science/article/abs/pii/S0736584519302480?via%3Dihub
U2 - 10.1016/j.rcim.2019.101837
DO - 10.1016/j.rcim.2019.101837
M3 - Review article
AN - SCOPUS:85070213247
SN - 0736-5845
VL - 61
JO - Robotics and Computer-Integrated Manufacturing
JF - Robotics and Computer-Integrated Manufacturing
M1 - 101837
ER -