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 …

Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction

PED Love, W Fang, J Matthews, S Porter, H Luo… - Advanced Engineering …, 2023 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) are both branches of AI. As a form of
AI, ML automatically adapts to changing datasets with minimal human interference. Deep …

[HTML][HTML] Artificial intelligent technologies for the construction industry: how are they perceived and utilized in Australia?

M Regona, T Yigitcanlar, B Xia, RYM Li - Journal of Open Innovation …, 2022 - Elsevier
Artificial intelligence (AI) is a powerful technology that can be utilized throughout a
construction project lifecycle. Transition to incorporate AI technologies in the construction …

Genetic algorithm-assisted an improved AdaBoost double-layer for oil temperature prediction of TBM

J Ren, Z Wang, Y Pang, Y Yuan - Advanced Engineering Informatics, 2022 - Elsevier
The oil is one of the main power sources of Tunnel Boring Machine (TBM). In practical
engineering, it is necessary to keep the oil temperature within the normal range because too …

[HTML][HTML] Digital twin-enabled synchronized construction management: a roadmap from construction 4.0 towards future prospect

Y Jiang, S Su, S Zhao, RY Zhong, W Qiu… - Developments in the …, 2024 - Elsevier
Information and automation technologies play a pivotal role in achieving cyber-physical
integration within Construction 4.0. In this transformed landscape, the evolution of the …

Detecting logical relationships in mechanical, electrical, and plumbing (MEP) systems with BIM using graph matching

Y Wang, L Zhang, H Yu, RLK Tiong - Advanced Engineering Informatics, 2022 - Elsevier
The increasingly complex design has gained difficulty in conducting the rule compliance
checking for the Mechanical, Electrical and Plumbing (MEP) system in the design phase …

A review on challenges and solutions in the implementation of AI, IoT and blockchain in construction industry

VV Prabhakar, CSB Xavier, KM Abubeker - Materials Today: Proceedings, 2023 - Elsevier
The construction industry struggles to increase productivity, time management, working
effectiveness, and quality due to a lack of awareness of the use of new technologies that are …

Decentralized artificial intelligence in construction using blockchain

C Zheng, X Tao, L Dong, U Zukaib, J Tang… - Automation in …, 2024 - Elsevier
Alleviating cybersecurity risks associated with centralized AI training and implementation is
a burgeoning challenge in the construction industry. This paper addresses two primary …

BIM product recommendation for intelligent design using style learning

X Zhou, C Ma, M Wang, M Guo, Z Guo, X Liang… - Journal of Building …, 2023 - Elsevier
Building information modeling (BIM) has been widely adopted in architectural interior design
due to its characteristics such as visualization, coordination and simulation. Currently, an …

Navigating applied artificial intelligence (AI) in the digital Era: How Smart buildings and Smart cities become the key to sustainability

BC Weber-Lewerenz… - Artificial Intelligence and …, 2023 - ojs.bonviewpress.com
This paper aims to understand the critical path of digital transformation in construction by
investigating major drivers for technical innovation, eg, in smart cities. Despite available new …