Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities

Z Jan, F Ahamed, W Mayer, N Patel… - Expert Systems with …, 2023 - Elsevier
Many industry sectors have been pursuing the adoption of Industry 4.0 (I4. 0) ideas and
technologies, which promise to realize lean and just-in-time production through digitization …

Digital twin paradigm: A systematic literature review

C Semeraro, M Lezoche, H Panetto, M Dassisti - Computers in Industry, 2021 - Elsevier
Manufacturing enterprises are facing the need to align themselves to the new information
technologies (IT) and respond to the new challenges of variable market demand. One of the …

Digital twins-based smart manufacturing system design in Industry 4.0: A review

J Leng, D Wang, W Shen, X Li, Q Liu, X Chen - Journal of manufacturing …, 2021 - Elsevier
A smart manufacturing system (SMS) is a multi-field physical system with complex couplings
among various components. Usually, designers in various fields can only design …

Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework

SS Kamble, A Gunasekaran, H Parekh, V Mani… - … Forecasting and Social …, 2022 - Elsevier
A digital twin is an integration of virtual and physical systems using disruptive technologies.
More precisely, it is a method of developing sustainable, intelligent manufacturing systems …

A survey on digital twin for industrial internet of things: Applications, technologies and tools

H Xu, J Wu, Q Pan, X Guan… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Digital twin for the industrial Internet of Things (DT-IIoT) creates a high-fidelity, fine-grained,
low-cost digital replica of the cyber-physical integrated Internet for industry. Powered by …

A review of digital twin in product design and development

CK Lo, CH Chen, RY Zhong - Advanced Engineering Informatics, 2021 - Elsevier
In the era of digitalization, there are many emerging technologies, such as the Internet of
Things (IoT), Digital Twin (DT), Cloud Computing and Artificial Intelligence (AI), which are …

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 twins for collaborative robots: A case study in human-robot interaction

AA Malik, A Brem - Robotics and Computer-Integrated Manufacturing, 2021 - Elsevier
Human-robot collaboration (HRC) can expand the level of automation in areas that have
conventionally been difficult to automate such as assembly. However, the need of …

[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 …

[HTML][HTML] 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 …