Artificial Intelligence in Construction Engineering and Management

TytułArtificial Intelligence in Construction Engineering and Management
Publication TypeBook
Rok publikacji2021
AutorzyZhang L, Pan Y, Wu X, Skibniewski MJ
Series TitleLecture Notes in Civil Engineering
Volume163
Number of PagesXI, 263
PublisherSpringer
ISBN Number978-981-16-2842-9
Abstract

This book highlights the latest technologies and applications of Artificial Intelligence (AI) in the domain of construction engineering and management. The construction industry worldwide has been a late bloomer to adopting digital technology, where construction projects are predominantly managed with a heavy reliance on the knowledge and experience of construction professionals. AI works by combining large amounts of data with fast, iterative processing, and intelligent algorithms (e.g., neural networks, process mining, and deep learning), allowing the computer to learn automatically from patterns or features in the data. It provides a wide range of solutions to address many challenging construction problems, such as knowledge discovery, risk estimates, root cause analysis, damage assessment and prediction, and defect detection. A tremendous transformation has taken place in the past years with the emerging applications of AI. This enables industrial participants to operate projects more efficiently and safely, not only increasing the automation and productivity in construction but also enhancing the competitiveness globally.