Recent Research Progress in Intelligent Construction: A Comparison between China and Developed Countries

被引:9
|
作者
Yan, Jing-Ke [1 ]
Zheng, Zhe [2 ]
Zhou, Yu-Cheng [2 ]
Lin, Jia-Rui [2 ]
Deng, Yi-Chuan [3 ]
Lu, Xin-Zheng [2 ]
机构
[1] Tongji Univ, Dept Geotech Engn, Shanghai 200092, Peoples R China
[2] Tsinghua Univ, Dept Civil Engn, Beijing 100084, Peoples R China
[3] South China Univ Technol, Sch Civil Engn & Transportat, Guangzhou 510641, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
intelligent construction; bibliometric review; systematic review; AEC industry; artificial intelligence (AI); knowledge learning; digital twin; data fusion; machine learning; PROJECT PERFORMANCE CONTROL; INFORMATION MODELING BIM; EARTHMOVING EXCAVATORS; AUTOMATED DETECTION; ACTION RECOGNITION; IDENTIFICATION; VISION; SAFETY; WORKERS; SYSTEM;
D O I
10.3390/buildings13051329
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Intelligent construction (IC) has emerged as a new approach to transforming the architecture, engineering, and construction (AEC) industry through the integration of advanced information technologies such as artificial intelligence (AI) and the Internet of Things (IoT). However, due to its interdisciplinary nature, the relevant documents on IC are diverse and fragmented. To provide a comprehensive understanding of research progress and future opportunities in IC and to offer suggestions for both developing and developed countries, this study employed VOSviewer and Gephi to conduct a comparative review of relevant literature from the 21st century. A keyword search of Web of Science (WOS) identified 2788 relevant documents which were subjected to an overall co-citation and co-authorship analysis. To illustrate the differences between developing and developed countries, China, a representative developing country, was taken as the candidate to be compared with developed countries via a co-occurrence analysis. Differences between China and developed countries in the three sub-directions of IC, research foundation and domain knowledge transformation; information perception, fusion, and decision making; and embodied AI, were qualitatively discussed. Finally, four future research directions were suggested: (1) data fusion and decision-making, (2) improving the accuracy and efficiency of knowledge representation, learning, and utilization, (3) the establishment of large, pre-trained models in the field, and (4) embodied AI for taking actions according to the decisions made. This paper provides an overview of the relevant literature and the IC context for practitioners and scholars in the AEC industry in countries with different levels of development, as well as suggestions for the future development of IC. The findings of this study can serve both academia and industry in promoting IC in the AEC industry.
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页数:27
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