Web tension AI modeling and reconstruction for digital twin of roll-to-roll system

AN Gafurov, J Kim, I Kim, TM Lee - Journal of Intelligent Manufacturing, 2024 - Springer
Digital twins (DT) are gaining attention as an emerging technology in Smart manufacturing
systems. These DTs comprise various units that enable simulation, monitoring, and …

[HTML][HTML] Study on Multi-Span Tension Coupling Relationship of Gravure Printed Electronic Equipment

K He, P He, S Li, J Li, X Wei - Applied Sciences, 2024 - mdpi.com
To improve the performance of the tension control system in gravure printed electronic
equipment, it is necessary to study the tension system model of gravure-printing electronic …

[HTML][HTML] Multi-Span Tension Control for Printing Systems in Gravure Printed Electronic Equipment

K He, S Li, P He, J Li, X Wei - Applied Sciences, 2024 - mdpi.com
The tension system is one of the most critical systems in gravure printed electronic
equipment. It possesses a complex structure that spans the entire feeding process, from …

Machine Direction Registration Modelling in Roll-to-Roll Screen Printing by Deep Learning

AN Gafurov, D Kim, Y Choi, H Park, I Kim… - 2024 IEEE 18th …, 2024 - ieeexplore.ieee.org
This study explores roll-to-roll (R2R) screen printing, a foundational process in the large-
scale production of flexible electronics. By employing a deep neural network (DNN), we …