A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Smart City Construction Based on Deep Learning and Building Information Modeling
In recent years, BIM research has significantly influenced the economic planning of smart cities globally. With advancements in big data, the Internet of Things, and other emerging technologies, BIM technology, has evolved, and CIM based on BIM has become crucial in urban construction. However, managing large and complex traditional model data is costly and inefficient. To address this, the study proposes using a deep learning neural network to automatically generate BIM models from 3D point cloud data. By integrating deep learning techniques with BIM, the potential of CIM can be realized, enhancing the efficiency and accuracy of urban planning. The methodology involves collecting and analyzing datasets, training and simulating the framework using RandLA-Net for deep learning, and ultimately confirming the feasibility and efficiency of combining AI and BIM through testing.
Smart City Construction Based on Deep Learning and Building Information Modeling
In recent years, BIM research has significantly influenced the economic planning of smart cities globally. With advancements in big data, the Internet of Things, and other emerging technologies, BIM technology, has evolved, and CIM based on BIM has become crucial in urban construction. However, managing large and complex traditional model data is costly and inefficient. To address this, the study proposes using a deep learning neural network to automatically generate BIM models from 3D point cloud data. By integrating deep learning techniques with BIM, the potential of CIM can be realized, enhancing the efficiency and accuracy of urban planning. The methodology involves collecting and analyzing datasets, training and simulating the framework using RandLA-Net for deep learning, and ultimately confirming the feasibility and efficiency of combining AI and BIM through testing.
Smart City Construction Based on Deep Learning and Building Information Modeling
Atlantis Highlights in Computer Sciences
Subramaniyam, Kannimuthu (editor) / Leng, Lu (editor) / Li, Jing (editor) / Wheeb, Ali Hussein (editor) / Lv, Jiaheng (author) / Liu, Yujia (author) / Fu, Tao (author) / Bai, Xiran (author) / Wang, Sirui (author) / Li, Jiangjun (author)
International Academic Conference on Blockchain, Information Technology and Smart Finance ; 2024 ; Kuala Lumpur, Malaysia
2024-05-07
7 pages
Article/Chapter (Book)
Electronic Resource
English
Building lifting device based on smart city construction
| European Patent Office | 2021