Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
The University of Melbourne · Monash University · +2 more institutions
Abstract
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 the facets of architectural design and visualization; material design and optimization; structural design and analysis; offsite manufacturing and automation; construction management, progress monitoring, and safety; smart operation, building management and health monitoring; and durability, life cycle analysis, and circular economy. This paper presents a unique perspective on applications of AI/DL/ML in these domains for the complete building lifecycle, from conceptual stage, design stage, construction stage, operational…
Citation impact
- FWCI
- 91.41
- Percentile
- 100%
- References
- 224
Authors
8Topics & keywords
- Automation
- Building automation
- Systems engineering
- Engineering
- Artificial intelligence
- Building information modeling
- Visualization
- Computer science
- Responsible consumption and production