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人工智能在土木工程领域的应用研究现状及展望

刘红波 张帆 陈志华 王龙轩

土木与环境工程学报(中英文)2024,Vol.46Issue(1):14-32,19.
土木与环境工程学报(中英文)2024,Vol.46Issue(1):14-32,19.DOI:10.11835/j.issn.2096-6717.2022.016

人工智能在土木工程领域的应用研究现状及展望

Applied research status and prospects of artificial intelligence in civil engineering field

刘红波 1张帆 2陈志华 3王龙轩2

作者信息

  • 1. 天津大学建筑工程学院,天津 300072||天津大学滨海土木工程结构与安全教育部重点实验室,天津 300072||河北工程大学土木工程学院,河北邯郸 056000
  • 2. 天津大学建筑工程学院,天津 300072
  • 3. 天津大学建筑工程学院,天津 300072||天津大学滨海土木工程结构与安全教育部重点实验室,天津 300072
  • 折叠

摘要

Abstract

Artificial intelligence is the core driver of the next generation of industrial change.It is an important method to comprehensively improve digitalization,automation,informatization,and intelligence in the field of civil engineering.To gain a comprehensive understanding of the development and application of artificial intelligence in civil engineering.The basic research areas of artificial intelligence are analyzed qualitatively.The current research status of artificial intelligence in civil engineering design,manufacturing,and maintenance phases is quantitatively analyzed.The CiteSpace visualization tool is used to dig deeper into the problems,development bottlenecks,and research trends of artificial intelligence in civil engineering,and give corresponding solutions and research ideas.The review of the literature found that a significant amount of artificial intelligence research has been conducted in the field of civil engineering.However the development of intelligence has been uneven at various stages,and there are limitations in practical applications.Therefore,it is necessary to deeply explore the cross-integration of intelligent technologies such as neural networks,big data,and deep learning in the full life cycle of civil engineering.To promote the synergistic development of artificial intelligence research in the field of civil engineering.

关键词

土木工程/人工智能/智能设计/智能建造/智能养维护

Key words

civil engineering/artificial intelligence/intelligent design/intelligent construction/intelligent maintenance

分类

建筑与水利

引用本文复制引用

刘红波,张帆,陈志华,王龙轩..人工智能在土木工程领域的应用研究现状及展望[J].土木与环境工程学报(中英文),2024,46(1):14-32,19.

基金项目

河北省杰出青年基金(E2021402006)Hebei Province Outstanding Youth Fund(No.E2021402006) (E2021402006)

土木与环境工程学报(中英文)

OA北大核心CSTPCD

2096-6717

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