[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 …

Computer vision applications in offsite construction

F Alsakka, S Assaf, I El-Chami, M Al-Hussein - Automation in Construction, 2023 - Elsevier
The field of computer vision has undergone rapid growth in recent years, yet the use of
computer vision in offsite construction remains an under-researched area of study. Given the …

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 …

Opportunities and challenges of generative AI in construction industry: Focusing on adoption of text-based models

P Ghimire, K Kim, M Acharya - Buildings, 2024 - mdpi.com
In the last decade, despite rapid advancements in artificial intelligence (AI) transforming
many industry practices, construction largely lags in adoption. Recently, the emergence and …

[HTML][HTML] Evaluation of success factors of utilizing AI in digital transformation of health and safety management systems in modern construction projects

A Waqar, AH Qureshi, HR Almujibah… - Ain Shams engineering …, 2023 - Elsevier
In the construction industry, managing health and safety concerns is paramount to
preventing accidents, injuries, and project delays. The integration of Artificial Intelligence (AI) …

Generative ai in the construction industry: Opportunities & challenges

P Ghimire, K Kim, M Acharya - arxiv preprint arxiv:2310.04427, 2023 - arxiv.org
In the last decade, despite rapid advancements in artificial intelligence (AI) transforming
many industry practices, construction largely lags in adoption. Recently, the emergence and …

Activity-level construction progress monitoring through semantic segmentation of 3D-informed orthographic images

A Pal, JJ Lin, SH Hsieh, M Golparvar-Fard - Automation in Construction, 2024 - Elsevier
Effective progress monitoring is crucial for successful construction project delivery. Visual
data, comprising images and videos of construction operations, has emerged as a valuable …

Digital technologies in offsite and prefabricated construction: Theories and applications

Z Cheng, S Tang, H Liu, Z Lei - Buildings, 2023 - mdpi.com
Due to its similarity to industrialized products, the offsite construction industry is seen as a
focus for the transformation of Construction 4.0. Many digital technologies have been …

Development and comparative of a new meta-ensemble machine learning model in predicting construction labor productivity

I Karatas, A Budak - Engineering, Construction and Architectural …, 2024 - emerald.com
Purpose The study is aimed to compare the prediction success of basic machine learning
and ensemble machine learning models and accordingly create novel prediction models by …

Demystifying the influencing factors of construction 4.0 technology implementation from a sustainability starting point: current trends and future research roadmap

Q Zhang, C Liu, W Zhu, S Mei - Buildings, 2024 - mdpi.com
Given the challenges of innovation and adaptation to change, Construction 4.0 (C4. 0) is
triggering a revolution within construction and industry firms from automation to a greater …