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A Dynamic Classification Method for Surrounding Rock Based on the Fusion of Tunnel Face Images and Ground Penetrating Radar Advanced Geological Forecast Images

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成果类型:
期刊论文
作者:
Zhang, Sheng;Chen, Zinong;Ling, Tonghua;Huang, Ning;Zhang, Liang
通讯作者:
Zhang, S
作者机构:
[Zhang, Sheng] Hunan City Univ, Sch Management, Yiyang 413000, Peoples R China.
[Zhang, Liang; Huang, Ning; Zhang, Sheng] Hunan City Univ, Sch Civil Engn, Yiyang 413000, Peoples R China.
[Ling, Tonghua; Chen, Zinong] Changsha Univ Sci & Technol, Sch Civil Engn, Changsha 410114, Peoples R China.
[Chen, Zinong] Dongguan Rail Transit Co Ltd, Dongguan 523073, Peoples R China.
通讯机构:
[Zhang, S ] H
Hunan City Univ, Sch Management, Yiyang 413000, Peoples R China.
Hunan City Univ, Sch Civil Engn, Yiyang 413000, Peoples R China.
语种:
英文
关键词:
tunnel engineering;surrounding rock classification;ground penetrating radar;advanced geological forecast;deep learning
期刊:
Measurement Science And Technology
ISSN:
0957-0233
年:
2025
卷:
36
期:
10
基金类别:
Scientific Research Project of Hunan Provincial Department of Education [22A0562]; National Undergraduate Innovation and Entrepreneurship Training Program [202211527017]
机构署名:
本校为第一且通讯机构
院系归属:
土木工程学院
摘要:
Geological investigation and surrounding rock classification ahead of tunnel faces are among the most critical fundamental tasks in tunnel construction. However, current methods for obtaining rock mass parameters and conducting grade evaluation are plagued by significant subjectivity, prolonged cycles, and insufficient intelligence. To address these issues, this study takes the Shitang Tunnel, Zaoxi Tunnel, Jiangjunshan Tunnel, Kuiba Tunnel, Dapingwei Tunnel as engineering cases, integrating geological survey data from tunnel faces and ground penetrating radar (GPR) advance detection data. A d...

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