Integrating BIM and AI for smart construction management: Current status and future directions

Y Pan, L Zhang - Archives of Computational Methods in Engineering, 2023 - Springer
At present, building information modeling (BIM) has been developed into a digital backbone
of the architecture, engineering, and construction industry. Also, recent decades have …

Structural health monitoring of civil engineering structures by using the internet of things: A review

M Mishra, PB Lourenço, GV Ramana - Journal of Building Engineering, 2022 - Elsevier
Structural health monitoring (SHM) and damage assessment of civil engineering
infrastructure are complex tasks. Structural health and strength of structures are influenced …

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
With the extensive adoption of artificial intelligence (AI), construction engineering and
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …

Machine learning in predictive maintenance towards sustainable smart manufacturing in industry 4.0

ZM Çınar, A Abdussalam Nuhu, Q Zeeshan, O Korhan… - Sustainability, 2020 - mdpi.com
Recently, with the emergence of Industry 4.0 (I4. 0), smart systems, machine learning (ML)
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …

A BIM-data mining integrated digital twin framework for advanced project management

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
With the focus of smart construction project management, this paper presents a closed-loop
digital twin framework under the integration of Building Information Modeling (BIM), Internet …

Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges

J Dalzochio, R Kunst, E Pignaton, A Binotto… - Computers in …, 2020 - Elsevier
In recent years, the fourth industrial revolution has attracted attention worldwide. Several
concepts were born in conjunction with this new revolution, such as predictive maintenance …

[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 …

[PDF][PDF] From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry.

M Deng, CC Menassa, VR Kamat - Journal of Information Technology in …, 2021 - itcon.org
The widespread adoption of Building Information Modeling (BIM) and the recent emergence
of Internet of Things (IoT) applications offer several new insights and decision-making …

Challenges in predictive maintenance–A review

P Nunes, J Santos, E Rocha - CIRP Journal of Manufacturing Science and …, 2023 - Elsevier
Predictive maintenance (PdM) aims the reduction of costs to increase the competitive
strength of the enterprises. It uses sensor data together with analytics techniques to optimize …

Blockchain-enabled IoT-BIM platform for supply chain management in modular construction

X Li, W Lu, F Xue, L Wu, R Zhao, J Lou… - Journal of construction …, 2022 - ascelibrary.org
Configuring a trustworthy Internet of Things (IoT)–enabled building information modeling
(BIM) platform (IBP) is significant for modular construction to ensure transparency …