Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning

Z Müller-Zhang, T Kuhn, PO Antonino - Computers in Industry, 2023 - Elsevier
Production flow is becoming increasingly complex since manufacturers must react quickly to
changing markets demands and diverse customer requirements. In order to ensure …

Industrial digital twins in offshore wind farms

EE Ambarita, A Karlsen, F Scibilia, A Hasan - Energy Informatics, 2024 - Springer
Digital twin technology, aligned with Industry 4.0 standard, has witnessed widespread
adoption in various industries, notably in manufacturing. Meanwhile, the concept of digital …

An industry 4.0 asset-based coordination artifact for production systems engineering

S Biffl, J Musil, A Musil, K Meixner… - 2021 IEEE 23rd …, 2021 - ieeexplore.ieee.org
In Cyber-Physical Production System (CPPS) engineering, domain experts design assets
like products, production processes, and resources. However, the representation of …

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 …

Toward data interoperability of enterprise and control applications via the industry 4.0 asset administration shell

X Ye, WS Song, SH Hong, YC Kim, NH Yoo - IEEE Access, 2022 - ieeexplore.ieee.org
In a cyber-physical system, enterprise applications, control functions, and physical
manufacturing assets are interconnected to seamlessly exchange information. However, the …

Patterns for reuse in production systems engineering

K Meixner, A Lüder, J Herzog, D Winkler… - International Journal of …, 2021 - World Scientific
In Production Systems Engineering (PSE), domain experts aim at reusing partial system
designs implemented as Industry 4.0 assets and software. However, the knowledge on …

Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node

Y Xia, Z Xiao, N Jazdi, M Weyrich - arXiv preprint arXiv:2403.17209, 2024 - arxiv.org
This research introduces a novel approach for assisting the creation of Asset Administration
Shell (AAS) instances for digital twin modeling within the context of Industry 4.0, aiming to …

Towards interoperable digital twins: Integrating SysML into AAS with higher-order transformations

E Ferko, L Berardinelli, A Bucaioni… - 2024 IEEE 21st …, 2024 - ieeexplore.ieee.org
The functional suitability of digital twin systems relies on accurately capturing, modelling,
and exchanging data from their corresponding assets or processes. Consequently …

Paving pathways for digitalization in engineering: common concepts in engineering chains

A Lüder, L Baumann, AK Behnert… - 2020 25th IEEE …, 2020 - ieeexplore.ieee.org
Production system engineering involves various engineering disciplines and tools within an
engineering organization. Digitalization in such an engineering organization strongly …

Towards asset administration shell-based continuous engineering in process industries

S Grüner, M Hoernicke, K Stark, N Schoch… - at …, 2023 - degruyter.com
In this work we emphasize the role of the engineering process within the industrial
automation domain and its underrepresentation in the Industry 4.0 community possibly …