Digital twins: A survey on enabling technologies, challenges, trends and future prospects

S Mihai, M Yaqoob, DV Hung, W Davis… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Digital Twin (DT) is an emerging technology surrounded by many promises, and potentials
to reshape the future of industries and society overall. A DT is a system-of-systems which …

Review of digital twin about concepts, technologies, and industrial applications

M Liu, S Fang, H Dong, C Xu - Journal of manufacturing systems, 2021 - Elsevier
Various kinds of engineering software and digitalized equipment are widely applied through
the lifecycle of industrial products. As a result, massive data of different types are being …

Big data analysis of the internet of things in the digital twins of smart city based on deep learning

X Li, H Liu, W Wang, Y Zheng, H Lv, Z Lv - Future Generation Computer …, 2022 - Elsevier
The study aims to conduct big data analysis (BDA) on the massive data generated in the
smart city Internet of things (IoT), make the smart city change to the direction of fine …

Digital twin in the IoT context: A survey on technical features, scenarios, and architectural models

R Minerva, GM Lee, N Crespi - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
Digital twin (DT) is an emerging concept that is gaining attention in various industries. It
refers to the ability to clone a physical object (PO) into a software counterpart. The …

A review on digital twin technology in smart grid, transportation system and smart city: Challenges and future

M Jafari, A Kavousi-Fard, T Chen, M Karimi - IEEE Access, 2023 - ieeexplore.ieee.org
With recent advances in information and communication technology (ICT), the bleeding
edge concept of digital twin (DT) has enticed the attention of many researchers to …

The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities

MM Rathore, SA Shah, D Shukla, E Bentafat… - IEEE …, 2021 - ieeexplore.ieee.org
Digital twinning is one of the top ten technology trends in the last couple of years, due to its
high applicability in the industrial sector. The integration of big data analytics and artificial …

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 …

Mobility digital twin: Concept, architecture, case study, and future challenges

Z Wang, R Gupta, K Han, H Wang… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
A Digital Twin is a digital replica of a living or nonliving physical entity, and this emerging
technology attracted extensive attention from different industries during the past decade …

CitySim: a drone-based vehicle trajectory dataset for safety-oriented research and digital twins

O Zheng, M Abdel-Aty, L Yue… - Transportation …, 2024 - journals.sagepub.com
The development of safety-oriented research and applications requires fine-grain vehicle
trajectories that not only have high accuracy, but also capture substantial safety-critical …

A computer science perspective on digital transformation in production

P Brauner, M Dalibor, M Jarke, I Kunze… - ACM Transactions on …, 2022 - dl.acm.org
The Industrial Internet-of-Things (IIoT) promises significant improvements for the
manufacturing industry by facilitating the integration of manufacturing systems by Digital …