Digital twin modeling

F Tao, B Xiao, Q Qi, J Cheng, P Ji - Journal of Manufacturing Systems, 2022 - Elsevier
The digital twin is an emerging and vital technology for digital transformation and intelligent
upgrade. Driven by data and model, the digital twin can perform monitoring, simulation …

Digital twin technology challenges and applications: A comprehensive review

DM Botín-Sanabria, AS Mihaita, RE Peimbert-García… - Remote Sensing, 2022 - mdpi.com
A digital twin is a virtual representation of a physical object or process capable of collecting
information from the real environment to represent, validate and simulate the physical twin's …

The emergence of cognitive digital twin: vision, challenges and opportunities

X Zheng, J Lu, D Kiritsis - International Journal of Production …, 2022 - Taylor & Francis
As a key enabling technology of Industry 4.0, Digital Twin (DT) has been widely applied to
various industrial domains covering different lifecycle phases of products and systems. To …

[HTML][HTML] A review of physics-based machine learning in civil engineering

SR Vadyala, SN Betgeri, JC Matthews… - Results in Engineering, 2022 - Elsevier
The recent development of machine learning (ML) and Deep Learning (DL) increases the
opportunities in all the sectors. ML is a significant tool that can be applied across many …

An investigation for integration of deep learning and digital twins towards Construction 4.0

M Kor, I Yitmen, S Alizadehsalehi - Smart and Sustainable Built …, 2023 - emerald.com
Purpose The purpose of this paper is to investigate the potential integration of deep learning
(DL) and digital twins (DT), referred to as (DDT), to facilitate Construction 4.0 through an …

Digital twin-enabled smart modular integrated construction system for on-site assembly

Y Jiang, M Li, D Guo, W Wu, RY Zhong, GQ Huang - Computers in Industry, 2022 - Elsevier
Abstract Modular Integrated Construction (MiC) is a game-changing approach with
enhanced quality, productivity, and sustainability, which transforms cast-in-situ into on-site …

Construction 4.0, Industry 4.0, and Building Information Modeling (BIM) for sustainable building development within the smart city

Y Chen, D Huang, Z Liu, M Osmani, P Demian - Sustainability, 2022 - mdpi.com
At present, the smart city offers the most desired state of urban development, encompassing,
as it does, the concept of sustainable development. The creation of a smart city is closely …

Digital twin and its potential applications in construction industry: State-of-art review and a conceptual framework

S Su, RY Zhong, Y Jiang, J Song, Y Fu… - Advanced Engineering …, 2023 - Elsevier
Through the combination of virtual and real, multi-dimensional perception, and accurate
mapping, digital twin (DT) could describe the physical world in real-time and provide a …

Toward smart-building digital twins: BIM and IoT data integration

DD Eneyew, MAM Capretz, GT Bitsuamlak - IEEE access, 2022 - ieeexplore.ieee.org
Smart-building digital twins aim to virtually replicate the static and dynamic building
characteristics through real-time connectivity between the virtual and physical counterparts …

From simple digital twin to complex digital twin part II: Multi-scenario applications of digital twin shop floor

W Jia, W Wang, Z Zhang - Advanced Engineering Informatics, 2023 - Elsevier
The shop floor has always been an important application object for the digital twin. It is well
known that production, process, and product are the core business of the shop floor …