A hybrid predictive maintenance approach for CNC machine tool driven by Digital Twin

W Luo, T Hu, Y Ye, C Zhang, Y Wei - Robotics and Computer-Integrated …, 2020 - Elsevier
As a typical manufacturing equipment, CNC machine tool (CNCMT) is the mother machine
of industry. Fault of CNCMT might cause the loss of precision and affect the production if …

Digital twin in industry: State-of-the-art

F Tao, H Zhang, A Liu, AYC Nee - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Digital twin (DT) is one of the most promising enabling technologies for realizing smart
manufacturing and Industry 4.0. DTs are characterized by the seamless integration between …

Digital twin-based sustainable intelligent manufacturing: a review

B He, KJ Bai - Advances in Manufacturing, 2021 - Springer
As the next-generation manufacturing system, intelligent manufacturing enables better
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …

[HTML][HTML] Digital Twins for the built environment: learning from conceptual and process models in manufacturing

JMD Delgado, L Oyedele - Advanced Engineering Informatics, 2021 - Elsevier
The overall aim of this paper is to contribute to a better understanding of the Digital Twin
(DT) paradigm in the built environment by drawing inspiration from existing DT research in …

Towards new-generation human-centric smart manufacturing in Industry 5.0: A systematic review

C Zhang, Z Wang, G Zhou, F Chang, D Ma… - Advanced Engineering …, 2023 - Elsevier
As businesses started to embrace Industry 4.0, along came the Fifth Industrial Revolution.
Industry 5.0 complements the existing Industry 4.0 paradigm for the not-too-distant future by …

Communication-efficient federated learning and permissioned blockchain for digital twin edge networks

Y Lu, X Huang, K Zhang, S Maharjan… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Emerging technologies, such as mobile-edge computing (MEC) and next-generation
communications are crucial for enabling rapid development and deployment of the Internet …

[HTML][HTML] A framework for manufacturing system reconfiguration and optimisation utilising digital twins and modular artificial intelligence

F Mo, HU Rehman, FM Monetti, JC Chaplin… - Robotics and Computer …, 2023 - Elsevier
Digital twins and artificial intelligence have shown promise for improving the robustness,
responsiveness, and productivity of industrial systems. However, traditional digital twin …

Digital twins for multiple sclerosis

I Voigt, H Inojosa, A Dillenseger, R Haase… - Frontiers in …, 2021 - frontiersin.org
An individualized innovative disease management is of great importance for people with
multiple sclerosis (pwMS) to cope with the complexity of this chronic, multidimensional …

[HTML][HTML] A survey of digital twin techniques in smart manufacturing and management of energy applications

Y Wang, X Kang, Z Chen - Green Energy and Intelligent Transportation, 2022 - Elsevier
With the continuous advancement and exploration of science and technology, the future
trend of energy technology will be the deep integration of digitization, networking …

A survey of smart product-service systems: Key aspects, challenges and future perspectives

P Zheng, Z Wang, CH Chen, LP Khoo - Advanced engineering informatics, 2019 - Elsevier
The rapid development of information and communication technologies (ICT) has enabled
the prevailing digital transformation (ie digitalization), where physical products can be …