Advancements and challenges of digital twins in industry

F Tao, H Zhang, C Zhang - Nature Computational Science, 2024 - nature.com
Digital twins, which are considered an effective approach to realize the fusion between
virtual and physical spaces, have attracted a substantial amount of attention in the past …

[HTML][HTML] Digital twins enabling intelligent manufacturing: from methodology to application

S Hu, C Li, B Li, M Yang, X Wang, T Gao… - Intelligent and …, 2024 - sciepublish.com
Digital twin technology develops virtual models of objects digitally, simulating their real-
world behavior based on data. It aims to reduce product development cycles and costs …

Multi-dimensional modeling and abnormality handling of digital twin shop floor

B **ao, Q Qi, F Tao - Journal of Industrial Information Integration, 2023 - Elsevier
Digital twin is an enabling technology of smart manufacturing. The core of the manufacturing
is the shop floor, where the digital twin shop floor (DTS) is applied to facilitate its …

Toward digital twins for high-performance manufacturing: Tool wear monitoring in high-speed milling of thin-walled parts using domain knowledge

R Wang, Q Song, Y Peng, J Qin, Z Liu, Z Liu - Robotics and Computer …, 2024 - Elsevier
The condition of cutting tool in the high-performance machining of aerospace Ti6Al4V thin-
walled parts is a key factor in determining service performance and productivity. However …

An online monitoring method of milling cutter wear condition driven by digital twin

X Zi, S Gao, Y **e - Scientific Reports, 2024 - nature.com
Real-time online tracking of tool wear is an indispensable element in automated machining,
and tool wear directly impacts the processing quality of workpieces and overall productivity …

A digital twin-based machining motion simulation and visualization monitoring system for milling robot

Z Zhu, Z Lin, J Huang, L Zheng, B He - The International Journal of …, 2023 - Springer
Compared with traditional CNC machines, robot milling has the advantages of low cost, high
flexibility, and strong adaptability, providing a new solution for complex surface machining …

Digital-twin-based predictive compensation control strategy for seam tracking in steel sheets welding of large cruise ships

G Shang, L Xu, Z Li, Z Zhou, Z Xu - Robotics and Computer-Integrated …, 2024 - Elsevier
Welding is an important part in the construction process of large cruise ships. Seam tracking
is essential in the welding processes to ensure the welding accuracy. To reduce seam …

Digital-Twin virtual model real-time construction via spatio-temporal cascade reconstruction for full-field plastic deformation monitoring in metal tube bending …

J Li, Z Wang, S Zhang, J Ji, Y **ang, D Wang… - Robotics and Computer …, 2025 - Elsevier
Digital Twin (DT) technology, which integrates multi-source information, is extensively
applied for comprehensive monitoring, predicting, and optimizing manufacturing processes …

Hierarchical temporal transformer network for tool wear state recognition

Z Xue, N Chen, Y Wu, Y Yang, L Li - Advanced Engineering Informatics, 2023 - Elsevier
The accurate determination of the tool-wear state helps workers maximise tool utilisation
while reducing waste. It also ensures the machining quality and improves the machining …

Digital twin implementation of autonomous planning arc welding robot system

X Wang, Y Hua, J Gao, Z Lin… - Complex System Modeling …, 2023 - ieeexplore.ieee.org
Industrial robots are currently applied for ship sub-assembly welding to replace welding
workers because of the intelligent production and cost savings. In order to improve the …