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 …

Applications of machine learning to BIM: A systematic literature review

A Zabin, VA González, Y Zou, R Amor - Advanced Engineering Informatics, 2022 - Elsevier
Abstract As Building Information Modeling (BIM) workflows are becoming very relevant for
the different stages of the project's lifecycle, more data is produced and managed across it …

[HTML][HTML] Building information modelling, artificial intelligence and construction tech

R Sacks, M Girolami, I Brilakis - Developments in the Built Environment, 2020 - Elsevier
Adoption of digital information tools in the construction sector provides fertile ground for the
birth and growth of companies that specialize in applications of technologies to design and …

Imperative role of technology intervention and implementation for automation in the construction industry

A Srivastava, S Jawaid, R Singh… - Advances in Civil …, 2022 - Wiley Online Library
According to sustainable development goals, the construction industry is one of the vital
industries that can build resilient and sustainable infrastructure for human settlements. As …

Semantic enrichment for BIM: Enabling technologies and applications

S Jiang, X Feng, B Zhang, J Shi - Advanced Engineering Informatics, 2023 - Elsevier
There is a serious information gap between different life-cycle stages and different BIM
platforms, semantic enrichment (SE) for BIM is an important solution to address this issue …

Clustering information types for semantic enrichment of building information models to support automated code compliance checking

T Bloch, R Sacks - Journal of Computing in Civil Engineering, 2020 - ascelibrary.org
Abstract Missing, incomplete, implicit, and/or incorrect information are major obstacles to
automated code compliance checking in the construction industry. All existing platforms for …

Graph-based learning for automated code checking–Exploring the application of graph neural networks for design review

T Bloch, A Borrmann, P Pauwels - Advanced Engineering Informatics, 2023 - Elsevier
Although automated code checking (ACC) has been a subject of interest for many years, we
have not yet seen significant breakthroughs in the field that may lead to the development of …

A semantic approach for automated rule compliance checking in construction industry

D Guo, E Onstein, AD La Rosa - IEEE Access, 2021 - ieeexplore.ieee.org
Automated Compliance Checking (ACC) of building/construction projects is one of the
important applications in Architecture, Engineering and Construction (AEC) industry …

Quantitative and Qualitative Analysis of Applying Building Information Modeling (BIM) for Infrastructure Design Process

MH Shin, JH Jung, HY Kim - Buildings, 2022 - mdpi.com
Building information modeling (BIM) has opened up many possibilities for the construction
industry. However, most studies focus mainly on its overall uses and management areas. By …

Automated code compliance checking research based on BIM and knowledge graph

J Peng, X Liu - Scientific Reports, 2023 - nature.com
Automated code compliance checking plays an important role in moving the construction
industry forward. While traditional drawing review relies on the identification of industry …