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 …

An adapted model of cognitive digital twins for building lifecycle management

I Yitmen, S Alizadehsalehi, İ Akıner, ME Akıner - Applied Sciences, 2021 - mdpi.com
In the digital transformation era in the Architecture, Engineering, and Construction (AEC)
industry, Cognitive Digital Twins (CDT) are introduced as part of the next level of process …

Digital twins as the next phase of cyber-physical systems in construction

C Kan, CJ Anumba - … International Conference on Computing in Civil …, 2019 - ascelibrary.org
The Industry 4.0 wave has driven various industries to be increasingly digital. Under this
trend, the construction industry is also seeking out new ways to keep pace with the rapid …

Digital twin and industry 4.0 enablers in building and construction: a survey

W Hu, KYH Lim, Y Cai - Buildings, 2022 - mdpi.com
With increasing interest in automatic and intelligent systems to enhance the building and
construction industry, digital twins (DT) are gaining popularity as cost-effective solutions to …

Developing an integrative framework for digital twin applications in the building construction industry: A systematic literature review

W Long, Z Bao, K Chen, ST Ng, IY Wuni - Advanced Engineering …, 2024 - Elsevier
In response to the global advocacy for digitalization, numerous industrial sectors are actively
advancing the implementation of digital twins (DTs). However, the construction industry has …

Options for and challenges of employing digital twins in construction management

T Salem, M Dragomir - Applied Sciences, 2022 - mdpi.com
The notions of smart construction and smart or digital cities include many modern concepts
that are advocated today, especially in countries with advanced economies, and depend on …

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 …

[HTML][HTML] Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications

SK Baduge, S Thilakarathna, JS Perera… - Automation in …, 2022 - Elsevier
This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI),
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …

Construction industry 4.0 and sustainability: an enabling framework

S Balasubramanian, V Shukla, N Islam… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Governments worldwide are taking actions to address the construction sector's sustainability
concerns, including high carbon emissions, health and safety risks, low productivity, and …

Digital twins in architecture, engineering, construction and operations. A brief review and analysis

R Al-Sehrawy, B Kumar - … of the 18th International Conference on …, 2021 - Springer
Advances in and pervasiveness of technologies like Internet of Things (IoT), Big Data (BD)
and Big Data Analytics (BDA), Artificial Intelligence (AI), Cloud Computing (CC) and Cyber …