A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools

J Lv, X Li, Y Sun, Y Zheng, J Bao - Robotics and Computer-Integrated …, 2023 - Elsevier
Affected by COVID-19, the maintenance process of machine tools is significantly hindered,
while unmanned maintenance becomes an emerging trend in such background. So far …

Mutual information-enhanced digital twin promotes vision-guided robotic grasping

F Hu - Advanced Engineering Informatics, 2022 - Elsevier
Vision-guided learning for autonomous robotic manipulations is a wide-ranging and high-
impact topic in the context of smart manufacturing. Most learning strategies are object …

Cognitive digital twins for smart manufacturing

MI Ali, P Patel, JG Breslin, R Harik… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
Smart manufacturing or Industry 4.0, a trend initiated a decade ago, aims to revolutionize
traditional manufacturing using technology driven approaches. Modern digital technologies …

Knowledge-based digital twin for predicting interactions in human-robot collaboration

TB Tuli, L Kohl, SA Chala, M Manns… - 2021 26th IEEE …, 2021 - ieeexplore.ieee.org
Semantic representation of motions in a human-robot collaborative environment is essential
for agile design and development of digital twins (DT) towards ensuring efficient …

[HTML][HTML] Exploring the concept of Cognitive Digital Twin from model-based systems engineering perspective

L Jinzhi, Y Zhaorui, Z Xiaochen, W Jian… - The International Journal …, 2022 - Springer
Digital Twin technology has been widely applied in various industry domains. Modern
industrial systems are highly complex consisting of multiple interrelated systems …

[HTML][HTML] Interaction with industrial digital twin using neuro-symbolic reasoning

A Siyaev, D Valiev, GS Jo - Sensors, 2023 - mdpi.com
Digital twins have revolutionized manufacturing and maintenance, allowing us to interact
with virtual yet realistic representations of the physical world in simulations to identify …

[HTML][HTML] Self-improving situation awareness for human–robot-collaboration using intelligent Digital Twin

M Müller, T Ruppert, N Jazdi, M Weyrich - Journal of Intelligent …, 2024 - Springer
The situation awareness, especially for collaborative robots, plays a crucial role when
humans and machines work together in a human-centered, dynamic environment. Only …

[HTML][HTML] Data-driven artificial intelligence and predictive analytics for the maintenance of industrial machinery with hybrid and cognitive digital twins

P Unal, Ö Albayrak, M Jomâa, AJ Berre - Technologies and Applications …, 2022 - Springer
This chapter presents a Digital Twin Pipeline Framework of the COGNITWIN project that
supports Hybrid and Cognitive Digital Twins, through four Big Data and AI pipeline steps …

Knowledge graph and function block based Digital Twin modeling for robotic machining of large-scale components

X Zhang, L Zheng, W Fan, W Ji, L Mao… - Robotics and Computer …, 2024 - Elsevier
Robotic machining is a potential method for machining large-scale components (LSCs) due
to its low cost and high flexibility. However, the low stiffness of robots and complex …

Bionic digital brain realizing the digital twin-cutting process

J Chen, S Li, X Leng, C Li, R Kurniawan, Y Kwak… - Robotics and Computer …, 2023 - Elsevier
A digital twin (DT) is an effective means of achieving physical and information fusion and
has great potential for achieving a new paradigm of cutting process (CP) intelligence. This …