A systematic review of digital twin about physical entities, virtual models, twin data, and applications

X Liu, D Jiang, B Tao, F Xiang, G Jiang, Y Sun… - Advanced Engineering …, 2023 - Elsevier
The digital twin is a crucial technology for realizing smart manufacturing and industrial digital
transformation, which has received extensive attention and research from industry and …

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 twin application in the construction industry: A literature review

DGJ Opoku, S Perera, R Osei-Kyei… - Journal of Building …, 2021 - Elsevier
The construction industry is faced with numerous challenges including low productivity, lack
of research and development, and poor technology advancements. Advances in digital …

Applications of digital twin across industries: A review

M Singh, R Srivastava, E Fuenmayor, V Kuts, Y Qiao… - Applied Sciences, 2022 - mdpi.com
One of the most promising technologies that is driving digitalization in several industries is
Digital Twin (DT). DT refers to the digital replica or model of any physical object (physical …

Digital Twin for maintenance: A literature review

I Errandonea, S Beltrán, S Arrizabalaga - Computers in Industry, 2020 - Elsevier
Abstract In recent years, Digital Twins (DT) have been implemented in different industrial
sectors, in several applications areas such as design, production, manufacturing, and …

City digital twin potentials: A review and research agenda

E Shahat, CT Hyun, C Yeom - Sustainability, 2021 - mdpi.com
The city digital twin is anticipated to accurately reflect and affect the city's functions and
processes to enhance its realization, operability, and management. Although research on …

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 …

[HTML][HTML] Technologies for digital twin applications in construction

VV Tuhaise, JHM Tah, FH Abanda - Automation in Construction, 2023 - Elsevier
The construction industry is facing enormous pressure to adopt digital solutions to solve the
industry's inherent problems. The digital twin has emerged as a solution that can update a …

Digital twins in built environments: an investigation of the characteristics, applications, and challenges

M Shahzad, MT Shafiq, D Douglas, M Kassem - Buildings, 2022 - mdpi.com
The concept of digital twins is proposed as a new technology-led advancement to support
the processes of the design, construction, and operation of built assets. Commonalities …

[HTML][HTML] An overview of machine learning applications for smart buildings

K Alanne, S Sierla - Sustainable Cities and Society, 2022 - Elsevier
The efficiency, flexibility, and resilience of building-integrated energy systems are
challenged by unpredicted changes in operational environments due to climate change and …