BIM-based optimization of camera placement for indoor construction monitoring considering the construction schedule

被引:12
|
作者
Chen, Xinyang [1 ,2 ]
Zhu, Yifan [2 ,3 ]
Chen, Hainan [4 ]
Ouyang, Yewei [2 ,3 ]
Luo, Xiaowei [2 ,3 ]
Wu, Xiaoling [1 ]
机构
[1] Guangdong Univ Technol, Guangzhou, Peoples R China
[2] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China
[3] City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
[4] Sun Yat Sen Univ, Sch Intelligent Syst Engn, Shenzhen, Peoples R China
基金
美国国家科学基金会; 中国博士后科学基金;
关键词
Camera placement; Construction schedule; Modified parallel genetic algorithm; Building Information Modelling (BIM); SURVEILLANCE; IDENTIFICATION;
D O I
10.1016/j.autcon.2021.103825
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Construction cameras have been used to support autonomous job site monitoring in recent years. However, it remains challenging to find the optimal camera placement configuration in a dynamic job site environment. To address this problem, this paper proposes a camera placement optimization framework using building information modeling (BIM). The framework considers changes in dynamic obstacles and working areas in different construction stages. Data image is used as the data mediator to connect the three modules (BIM module, mathematical module, and optimization module), visualizing the site discrete and optimized result. The efficiency of the framework is validated through the test of an indoor construction project with a size of 2000 square meters. Compared to the experience-based camera placement configuration, the optimal camera placement calculated by the proposed framework achieves 12% improvement in total coverage.
引用
收藏
页数:16
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