Review on Application of Artificial Intelligence in Civil Engineering
作者机构:Joint Research Center for Engineering Structure Disaster Prevention and ControlGuangzhou UniversityGuangzhou510006China
出 版 物:《Computer Modeling in Engineering & Sciences》 (工程与科学中的计算机建模(英文))
年 卷 期:2019年第121卷第12期
页 面:845-875页
核心收录:
学科分类:081406[工学-桥梁与隧道工程] 08[工学] 0835[工学-软件工程] 0814[工学-土木工程] 0701[理学-数学] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)] 082301[工学-道路与铁道工程] 0823[工学-交通运输工程]
基 金:This work has been supported by the Chinese National Natural Science Foundation(51208126,51578169) Guangzhou Municipal Science and Technology Bureau in China(201904010307)
主 题:Artificial intelligence civil engineering intelligent algorithms big data deep learning structural maintenance
摘 要:In last few years,big data and deep learning technologies have been successfully applied in various fields of civil engineering with the great progress of machine learning ***,until now,there has been no comprehensive review on its applications in civil *** fill this gap,this paper reviews the application and development of artificial intelligence in civil engineering in recent years,including intelligent algorithms,big data and deep *** the work of this paper,the research direction and difficulties of artificial intelligence in civil engineering for the past few years can be *** is shown that the studies of artificial intelligence in civil engineering mainly focus on structural maintenance and management,and the design optimization.