TY - JOUR
T1 - Digital Twin Shop-Floor
T2 - A New Shop-Floor Paradigm Towards Smart Manufacturing
AU - Tao, Fei
AU - Zhang, Meng
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2017/9/24
Y1 - 2017/9/24
N2 - With the developments and applications of the new information technologies, such as cloud computing, Internet of Things, big data, and artificial intelligence, a smart manufacturing era is coming. At the same time, various national manufacturing development strategies have been put forward, such as Industry 4.0, Industrial Internet, manufacturing based on Cyber-Physical System, and Made in China 2025. However, one of specific challenges to achieve smart manufacturing with these strategies is how to converge the manufacturing physical world and the virtual world, so as to realize a series of smart operations in the manufacturing process, including smart interconnection, smart interaction, smart control and management, etc. In this context, as a basic unit of manufacturing, shop-floor is required to reach the interaction and convergence between physical and virtual spaces, which is not only the imperative demand of smart manufacturing, but also the evolving trend of itself. Accordingly, a novel concept of digital twin shop-floor (DTS) based on digital twin is explored and its four key components are discussed, including physical shop-floor, virtual shop-floor, shop-floor service system, and shop-floor digital twin data. What is more, the operation mechanisms and implementing methods for DTS are studied and key technologies as well as challenges ahead are investigated, respectively.
AB - With the developments and applications of the new information technologies, such as cloud computing, Internet of Things, big data, and artificial intelligence, a smart manufacturing era is coming. At the same time, various national manufacturing development strategies have been put forward, such as Industry 4.0, Industrial Internet, manufacturing based on Cyber-Physical System, and Made in China 2025. However, one of specific challenges to achieve smart manufacturing with these strategies is how to converge the manufacturing physical world and the virtual world, so as to realize a series of smart operations in the manufacturing process, including smart interconnection, smart interaction, smart control and management, etc. In this context, as a basic unit of manufacturing, shop-floor is required to reach the interaction and convergence between physical and virtual spaces, which is not only the imperative demand of smart manufacturing, but also the evolving trend of itself. Accordingly, a novel concept of digital twin shop-floor (DTS) based on digital twin is explored and its four key components are discussed, including physical shop-floor, virtual shop-floor, shop-floor service system, and shop-floor digital twin data. What is more, the operation mechanisms and implementing methods for DTS are studied and key technologies as well as challenges ahead are investigated, respectively.
KW - Smart manufacturing
KW - convergence
KW - cyber-physical system (CPS)
KW - digital twin
KW - digital twin shop-floor (DTS)
KW - shop-floor digital twin data (SDTD)
KW - shop-floor service system (SSS)
KW - virtual shop-floor (VS)
UR - https://www.scopus.com/pages/publications/85030752762
U2 - 10.1109/ACCESS.2017.2756069
DO - 10.1109/ACCESS.2017.2756069
M3 - 文章
AN - SCOPUS:85030752762
SN - 2169-3536
VL - 5
SP - 20418
EP - 20427
JO - IEEE Access
JF - IEEE Access
M1 - 8049520
ER -