The emergence of cognitive digital twin: vision, challenges and opportunities

X Zheng, J Lu, D Kiritsis - International Journal of Production …, 2022 - Taylor & Francis
As a key enabling technology of Industry 4.0, Digital Twin (DT) has been widely applied to
various industrial domains covering different lifecycle phases of products and systems. To …

[HTML][HTML] Ontologies in digital twins: A systematic literature review

E Karabulut, SF Pileggi, P Groth, V Degeler - Future Generation Computer …, 2024 - Elsevier
Digital Twins (DT) facilitate monitoring and reasoning processes in cyber–physical systems.
They have progressively gained popularity over the past years because of intense research …

From simple digital twin to complex digital twin Part I: A novel modeling method for multi-scale and multi-scenario digital twin

W Jia, W Wang, Z Zhang - Advanced Engineering Informatics, 2022 - Elsevier
In recent years, the digital twin has attracted widespread attention as an important means of
digitalization and intelligence. However, the digital twin is becoming more and more …

[HTML][HTML] An adapted model of cognitive digital twins for building lifecycle management

I Yitmen, S Alizadehsalehi, İ Akıner, ME Akıner - Applied Sciences, 2021 - mdpi.com
In the digital transformation era in the Architecture, Engineering, and Construction (AEC)
industry, Cognitive Digital Twins (CDT) are introduced as part of the next level of process …

Web of digital twins

A Ricci, A Croatti, S Mariani, S Montagna… - ACM Transactions on …, 2022 - dl.acm.org
In recent years, digital twins have been pervading different application domains—from
manufacturing to healthcare—as an approach for virtualising different kinds of physical …

[HTML][HTML] Cognitive digital twin: An approach to improve the maintenance management

RD D'Amico, JA Erkoyuncu, S Addepalli… - CIRP Journal of …, 2022 - Elsevier
Digital twin (DT) technology allows the user to monitor the asset, specifically over the
operation and service phase of the life cycle, which is the longest-lasting phase for complex …

[HTML][HTML] Towards adaptive digital twins architecture

R Ogunsakin, N Mehandjiev, CA Marin - Computers in Industry, 2023 - Elsevier
Abstract The use of Digital Twins (DTs) for continuously optimising manufacturing systems
under a constant stream of changes, also known as” online optimisation”, is taken for …

[HTML][HTML] Sustainable development of smart manufacturing driven by the digital twin framework: A statistical analysis

V Warke, S Kumar, A Bongale, K Kotecha - Sustainability, 2021 - mdpi.com
The Fourth Industrial Revolution drives industries from traditional manufacturing to the smart
manufacturing approach. In this transformation, existing equipment, processes, or devices …

Actionable cognitive twins for decision making in manufacturing

JM Rožanec, J Lu, J Rupnik, M Škrjanc… - … Journal of Production …, 2022 - Taylor & Francis
Actionable Cognitive Twins are the next generation Digital Twins enhanced with cognitive
capabilities through a knowledge graph and artificial intelligence models that provide …

[HTML][HTML] Enabling causality learning in smart factories with hierarchical digital twins

M Lippi, M Martinelli, M Picone, F Zambonelli - Computers in Industry, 2023 - Elsevier
Smart factories are complex systems where many different components need to interact and
cooperate in order to achieve common goals. In particular, devices must be endowed with …