A survey on AI-driven digital twins in industry 4.0: Smart manufacturing and advanced robotics
Digital twin (DT) and artificial intelligence (AI) technologies have grown rapidly in recent
years and are considered by both academia and industry to be key enablers for Industry 4.0 …
years and are considered by both academia and industry to be key enablers for Industry 4.0 …
A cross-domain systematic mapping study on software engineering for digital twins
M Dalibor, N Jansen, B Rumpe, D Schmalzing… - Journal of Systems and …, 2022 - Elsevier
Digital Twins are currently investigated as the technological backbone for providing an
enhanced understanding and management of existing systems as well as for designing new …
enhanced understanding and management of existing systems as well as for designing new …
A computer science perspective on digital transformation in production
The Industrial Internet-of-Things (IIoT) promises significant improvements for the
manufacturing industry by facilitating the integration of manufacturing systems by Digital …
manufacturing industry by facilitating the integration of manufacturing systems by Digital …
A review of unit level digital twin applications in the manufacturing industry
In recent years, the hype around Digital Twins (DTs) has been exponentially increasing in
both industry and academia. DTs are a potential solution to increase automation and …
both industry and academia. DTs are a potential solution to increase automation and …
Conceptualizing digital twins
Properly arranging models, data sources, and their relations to engineer digital twins is
challenging. We propose a conceptual modeling framework for digital twins that captures the …
challenging. We propose a conceptual modeling framework for digital twins that captures the …
A conceptual model for digital shadows in industry and its application
F Becker, P Bibow, M Dalibor, A Gannouni… - … Conference, ER 2021 …, 2021 - Springer
Smart manufacturing demands to process data in domain-specific real-time. Engineering
models created for constructing, commissioning, planning, or simulating manufacturing …
models created for constructing, commissioning, planning, or simulating manufacturing …
[HTML][HTML] A machine learning digital twin approach for critical process parameter prediction in a catalyst manufacturing line
Digital twins (DTs) are rapidly changing how manufacturing companies leverage the large
volumes of data they generate daily to gain a competitive advantage and optimize their …
volumes of data they generate daily to gain a competitive advantage and optimize their …
Generating customized low-code development platforms for digital twins
A digital twin improves our use of a cyber–physical system and understanding of its
emerging behavior. To this effect, a digital twin is to be developed and configured and …
emerging behavior. To this effect, a digital twin is to be developed and configured and …
Process prediction with digital twins
T Brockhoff, M Heithoff, I Koren… - 2021 ACM/IEEE …, 2021 - ieeexplore.ieee.org
Process discovery from event logs as well as process prediction using process models at
runtime are increasingly important aspects to improve the operation of digital twins of …
runtime are increasingly important aspects to improve the operation of digital twins of …
Towards a model-driven architecture for interactive digital twin cockpits
Digital twins promise tremendous potential to reduce time and cost in the smart
manufacturing of Industry 4.0. Engineering and monitoring interactive digital twins currently …
manufacturing of Industry 4.0. Engineering and monitoring interactive digital twins currently …