TY - JOUR
T1 - 数字孪生模型构建理论及应用
AU - Tao, Fei
AU - Zhang, He
AU - Qi, Qinglin
AU - Xu, Jun
AU - Sun, Zheng
AU - Hu, Tianliang
AU - Liu, Xiaojun
AU - Liu, Tingyu
AU - Guan, Juntao
AU - Chen, Changyu
AU - Meng, Fanwei
AU - Zhang, Chenyuan
AU - Li, Zhiyuan
AU - Wei, Yongli
AU - Zhu, Minghao
AU - Xiao, Bin
N1 - Publisher Copyright:
© 2021, Editorial Department of CIMS. All right reserved.
PY - 2021/1
Y1 - 2021/1
N2 - Digital twin is a hot point nowadays, and has received great attention from both academia and industry. The first problem faced by users when utilizing digital twin is how to realize the modeling of a digital twin. However, model is a core part in any digital twin as well as its industrial application. Unfortunately, there is no criterion for digital twin modelling until now, and it lacks theoretical support for accurate modeling when studying and utilizing digital twin. For addressing this problem, the modelling criterion of digital twin was put forward. Then a theoretical system for digital twin modelling was established from six aspects, including model construction, model assembly, model fusion, model verification, model validation and model management. The proposed criterion and theory for digital twin modelling were applied in the construction of Digital Twin Shop-floor (DTS). Furthermore, three key technologies in DTS, including modeling of shop-floor elements, modeling of data-driven dynamic production process and modeling of production system simulation were studied in detail.These works were expected to provide theoretical references for the construction and application of digital twin in different industrial fields, especially in shop-floor.
AB - Digital twin is a hot point nowadays, and has received great attention from both academia and industry. The first problem faced by users when utilizing digital twin is how to realize the modeling of a digital twin. However, model is a core part in any digital twin as well as its industrial application. Unfortunately, there is no criterion for digital twin modelling until now, and it lacks theoretical support for accurate modeling when studying and utilizing digital twin. For addressing this problem, the modelling criterion of digital twin was put forward. Then a theoretical system for digital twin modelling was established from six aspects, including model construction, model assembly, model fusion, model verification, model validation and model management. The proposed criterion and theory for digital twin modelling were applied in the construction of Digital Twin Shop-floor (DTS). Furthermore, three key technologies in DTS, including modeling of shop-floor elements, modeling of data-driven dynamic production process and modeling of production system simulation were studied in detail.These works were expected to provide theoretical references for the construction and application of digital twin in different industrial fields, especially in shop-floor.
KW - Digital twin
KW - Digital twin shop-floor
KW - Modelling
KW - Modelling criterion
KW - Smart manufacturing
KW - Theoretical system
UR - https://www.scopus.com/pages/publications/85100967892
U2 - 10.13196/j.cims.2021.01.001
DO - 10.13196/j.cims.2021.01.001
M3 - 文章
AN - SCOPUS:85100967892
SN - 1006-5911
VL - 27
SP - 1
EP - 15
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 1
ER -