Journal article
Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
SK Baduge, S Thilakarathna, JS Perera, M Arashpour, P Sharafi, B Teodosio, A Shringi, P Mendis
Automation in Construction | ELSEVIER | Published : 2022
Open access
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 ..
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