Digital twin empowered heterogeneous network selection in vehicular networks with knowledge transfer

J Zheng, TH Luan, Y Hui, Z Yin… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… from the digital twin communications, … of digital twins by applying transfer learning. The
vehicles are divided into two types, ie, learner vehicles and expert vehicles, so that the knowledge

[HTML][HTML] Knowledge transfer in Digital Twins: The methodology to develop Cognitive Digital Twins

RD D'Amico, A Sarkar, MH Karray, S Addepalli… - CIRP Journal of …, 2024 - Elsevier
… cognitive digital twins. The facilitation of knowledge sharing and transfer among digital
twin models and the scalability of knowledge sharing across multiple domains in cognitive …

Transfer learning as an enabler of the intelligent digital twin

B Maschler, D Braun, N Jazdi, M Weyrich - Procedia CIRP, 2021 - Elsevier
… Thus, even if a real asset could provide a direct opportunity for knowledge transfer, it might
be preferable to take a de-tour into the virtual world in order to test the resulting system in …

A digital-twin-assisted fault diagnosis using deep transfer learning

Y Xu, Y Sun, X Liu, Y Zheng - Ieee Access, 2019 - ieeexplore.ieee.org
… ABSTRACT Digital twin is a significant way to achieve smart … In this paper, we present
a two-phase digital-twin-assisted … status about digital twin and DTL are discussed in detail. …

CycleStyleGAN-based knowledge transfer for a machining digital twin

E Zotov, V Kadirkamanathan - Frontiers in Artificial Intelligence, 2021 - frontiersin.org
transfer research works, influenced the digital twin component architecture described in this
article. StyleGAN elements are reused for the 1D case of a time-domain signal (Zotov et al., …

Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

M Xia, H Shao, D Williams, S Lu, L Shu… - Reliability Engineering & …, 2021 - Elsevier
… To achieve accurate machine fault diagnosis with insufficient measured fault condition
data, a digital twin-assisted deep transfer learning approach was presented in this paper. An …

Human knowledge centered maintenance decision support in digital twin environment

SMR Naqvi, M Ghufran, S Meraghni, C Varnier… - Journal of manufacturing …, 2022 - Elsevier
… Humans and their knowledge … a digital twin-based human knowledge-centered service
architecture for maintenance decision support using MWOs as source of human knowledge. The …

The digital twin: demonstrating the potential of real time data acquisition in production systems

THJ Uhlemann, C Schock, C Lehmann… - Procedia …, 2017 - Elsevier
… Furthermore, the advantages of The Digital Twin are not sufficiently known due to the lack
of competence in SME concerning matters of Industry 4.0. In order to transfer knowledge about …

Cognitive digital twin for manufacturing systems

MA Al Faruque, D Muthirayan, SY Yu… - … , Automation & Test …, 2021 - ieeexplore.ieee.org
… propose the cognitive digital twin as the next stage of advancement of a digital twin that will
… that we can enable knowledge transfer?” The knowledge transfer in digital twins will involve …

Digital twin-enabled dynamic spatial-temporal knowledge graph for production logistics resource allocation

Z Zhao, M Zhang, J Chen, T Qu, GQ Huang - Computers & Industrial …, 2022 - Elsevier
… In recent years, the digital twin, as the most basic and key technology to realize the cyber-…
A digital twin is a digital replica of a physical entity, the virtual replica can be monitored …