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 …

Digital twin: Enabling technologies, challenges and open research

A Fuller, Z Fan, C Day, C Barlow - IEEE access, 2020 - ieeexplore.ieee.org
Digital Twin technology is an emerging concept that has become the centre of attention for
industry and, in more recent years, academia. The advancements in industry 4.0 concepts …

[PDF][PDF] Developments of digital twin technologies in industrial, smart city and healthcare sectors: A survey

D Yang, HR Karimi, O Kaynak, S Yin - Complex Engineering …, 2021 - academia.edu
Digitization and digitalization have already changed our world significantly. Further
disruptions are imminent with the ongoing digital transformation, a major component 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] IoTwins: toward implementation of distributed digital twins in industry 4.0 settings

A Costantini, G Di Modica, JC Ahouangonou… - Computers, 2022 - mdpi.com
While the digital twins paradigm has attracted the interest of several research communities
over the past twenty years, it has also gained ground recently in industrial environments …

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 …

State-of-the-art survey on digital twin implementations

YK Liu, SK Ong, AYC Nee - Advances in Manufacturing, 2022 - Springer
Digital twin (DT) has garnered attention in both industry and academia. With advances in big
data and internet of things (IoTs) technologies, the infrastructure for DT implementation is …

A survey on digital twin: Definitions, characteristics, applications, and design implications

BR Barricelli, E Casiraghi, D Fogli - IEEE access, 2019 - ieeexplore.ieee.org
When, in 1956, Artificial Intelligence (AI) was officially declared a research field, no one
would have ever predicted the huge influence and impact its description, prediction, and …

Digital twins from smart manufacturing to smart cities: A survey

G Mylonas, A Kalogeras, G Kalogeras… - Ieee …, 2021 - ieeexplore.ieee.org
Digital twins are quickly becoming a popular tool in several domains, taking advantage of
recent advancements in the Internet of Things, Machine Learning and Big Data, while being …

[HTML][HTML] Digital twins: State of the art theory and practice, challenges, and open research questions

A Sharma, E Kosasih, J Zhang, A Brintrup… - Journal of Industrial …, 2022 - Elsevier
Digital Twin was introduced over a decade ago, as an innovative all-encompassing tool,
with perceived benefits including real-time monitoring, simulation, optimisation and accurate …