articleAutomation in ConstructionJun 24, 2022HYBRID OA

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

Indexed incrossref

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

899
total citations
FWCI
91.41
Percentile
100%
References
224
Citations per year

Authors

8

Topics & keywords

Keywords
  • Automation
  • Building automation
  • Systems engineering
  • Engineering
  • Artificial intelligence
  • Building information modeling
  • Visualization
  • Computer science
UN Sustainable Development Goals
  • Responsible consumption and production
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