Digital twin in manufacturing: conceptual framework and case studies

I Onaji, D Tiwari, P Soulatiantork, B Song… - International journal of …, 2022 - Taylor & Francis
The digital twin (DT) concept has a key role in the future of the smart manufacturing industry.
This review paper aims to investigate the development of the digital twin concept, its maturity …

[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 …

The duo of artificial intelligence and big data for industry 4.0: Applications, techniques, challenges, and future research directions

SK Jagatheesaperumal, M Rahouti… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The increasing need for economic, safe, and sustainable smart manufacturing combined
with novel technological enablers has paved the way for artificial intelligence (AI) and big …

[HTML][HTML] Digital twin applications toward industry 4.0: A review

M Javaid, A Haleem, R Suman - Cognitive Robotics, 2023 - Elsevier
Digital Twin is a virtual representation of objects, processes, and systems that exist in real-
time. While Digital Twin can represent digital objects, they are often used to connect the …

Overview of predictive maintenance based on digital twin technology

D Zhong, Z Xia, Y Zhu, J Duan - Heliyon, 2023 - cell.com
The upgrade and development of manufacturing industry makes predictive maintenance
more and more important, but the traditional predictive maintenance can not meet the …

Digital twins for construction sites: Concepts, LoD definition, and applications

J Zhang, JCP Cheng, W Chen… - Journal of Management in …, 2022 - ascelibrary.org
The lack of integration between the digital and physical world results in a lower level of
efficiency and collaboration in the construction industry. Digital twin technology, which …

Towards proactive human–robot collaboration: A foreseeable cognitive manufacturing paradigm

S Li, R Wang, P Zheng, L Wang - Journal of Manufacturing Systems, 2021 - Elsevier
Human–robot collaboration (HRC) has attracted strong interests from researchers and
engineers for improved operational flexibility and efficiency towards mass personalization …

A digital thread-driven distributed collaboration mechanism between digital twin manufacturing units

S Liu, Y Lu, X Shen, J Bao - Journal of Manufacturing Systems, 2023 - Elsevier
The trialing of new products in production typically suffers from quality and productivity
problems because of immature manufacturing processes. As an efficient virtual-real …

Digitalization of battery manufacturing: current status, challenges, and opportunities

E Ayerbe, M Berecibar, S Clark… - Advanced Energy …, 2022 - Wiley Online Library
As the world races to respond to the diverse and expanding demands for electrochemical
energy storage solutions, lithium‐ion batteries (LIBs) remain the most advanced technology …

The application of digital twin technology in operations and supply chain management: a bibliometric review

R Bhandal, R Meriton, RE Kavanagh… - … Chain Management: An …, 2022 - emerald.com
Purpose The application of digital twins to optimise operations and supply chain
management functions is a bourgeoning practice. Scholars have attempted to keep pace …