[HTML][HTML] Digital twin applications toward industry 4.0: A review

M Javaid, A Haleem, R Suman - Cognitive Robotics, 2023 - Elsevier
Digital Twin is a virtual representation of objects, processes, and systems that exist in real-
time. While Digital Twin can represent digital objects, they are often used to connect the …

How to model and implement connections between physical and virtual models for digital twin application

H Jiang, S Qin, J Fu, J Zhang, G Ding - Journal of Manufacturing Systems, 2021 - Elsevier
Digital twin (DT) is a virtual mirror (representation) of a physical world or a system along its
lifecycle. As for a complex discrete manufacturing system (DMS), it is a digital model for …

Towards the application of machine learning in digital twin technology: a multi-scale review

L Nele, G Mattera, EW Yap, M Vozza… - Discover Applied …, 2024 - Springer
This review article delves into the conceptual framework of digital twins and their diverse
applications across research domains, highlighting the pivotal role of machine learning in …

Automated design and integration of Asset Administration Shells in components of Industry 4.0

J Arm, T Benesl, P Marcon, Z Bradac, T Schröder… - Sensors, 2021 - mdpi.com
One of the central concepts in the principles of Industry 4.0 relates to the methodology for
designing and implementing the digital shell of the manufacturing process components. This …

Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine

JV Sørensen, Z Ma, BN Jørgensen - Energy Informatics, 2022 - Springer
Digital twin technologies have become popular in wind energy for monitoring and what-if
scenario investigation. However, develo** a digital representation of the wind is …

On the use of asset administration shell for modeling and deploying production scheduling agents within a multi-agent system

V Siatras, E Bakopoulos, P Mavrothalassitis… - Applied Sciences, 2023 - mdpi.com
Industry 4.0 (I4. 0) aims at achieving the interconnectivity of multiple industrial assets from
different hierarchical layers within a manufacturing environment. The Asset Administration …

Asset administration shell in manufacturing: Applications and relationship with digital twin

TA Abdel-Aty, E Negri, S Galparoli - IFAC-PapersOnLine, 2022 - Elsevier
Within Industry 4.0 the communication between the physical and the cyber part of
manufacturing system faces an ever-growing rise in complexity. The Asset Administration …

Machine learning agents augmented by digital twinning for smart production scheduling

K Alexopoulos, N Nikolakis, E Bakopoulos, V Siatras… - IFAC-PapersOnLine, 2023 - Elsevier
Digital manufacturing tools aim to provide intelligent solutions that can support
manufacturing industry to adapt to the volatile operational environment. The successful …

Survey on open‐source digital twin frameworks–A case study approach

S Gil, PH Mikkelsen, C Gomes… - Software: Practice and …, 2024 - Wiley Online Library
Digital twin (DT) technology has been a topic with academic and industrial coverage in
recent years. DTs are intended to be a virtual high‐fidelity representation of a physical …

[PDF][PDF] Towards a Family of Digital Model/Shadow/Twin Workflows and Architectures.

R Paredis, C Gomes, H Vangheluwe - IN4PL, 2021 - scitepress.org
Digital Twins (DTs) can be used for optimization, analysis and adaptation of complex
engineered systems, in particular after these systems have been deployed. DTs make full …