中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
武汉岩土力学研究所 [19]
大连化学物理研究所 [1]
采集方式
OAI收割 [20]
内容类型
期刊论文 [20]
发表日期
2023 [5]
2022 [3]
2021 [3]
2020 [6]
2019 [2]
2016 [1]
更多
学科主题
Engineerin... [8]
Constructi... [2]
Geology [2]
Instrument... [1]
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Real-time prediction of mechanical behaviors of underwater shield tunnel structure using machine learning method based on structural health monitoring data
期刊论文
OAI收割
JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING, 2023, 卷号: 15, 期号: 4, 页码: 886
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Zou, Tao
;
Yang, Jianping
;
Du, Bowen
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/08/02
Shied tunnel
Machine learning
Monitoring Real-time prediction
Data analysis
Prediction of tunnel mechanical behaviour using multi-task deep learning under the external condition
期刊论文
OAI收割
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2023
作者:
Du, Bowen
;
Zou, Tao
;
Ye, Junchen
;
Tan, Xuyan
;
Cheng, Ke
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/08/02
Tunnel
deep learning
mechanical behaviours
prediction
data mining
Prediction for segment strain and opening of underwater shield tunnel using deep learning method
期刊论文
OAI收割
TRANSPORTATION GEOTECHNICS, 2023, 卷号: 39, 期号: -, 页码: -
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Yang, Jianping
;
Du, Bowen
;
Zou, Tao
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/08/02
Tunnel
Prediction
Monitoring
Deep learning
Data analysis
Application of a Data-Driven Intelligent Information System in Infrastructure: Underwater Tunnel Case Study
期刊论文
OAI收割
JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES, 2023, 卷号: 37, 期号: 1
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Yang, Jianping
;
Tan, Xianjun
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/08/02
Infrastructure
Artificial intelligence (AI)
Machine learning (ML)
Monitoring
Tunnel
Characterisation for spatial distribution of mining-induced stress through deep learning algorithm on SHM data
期刊论文
OAI收割
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2023, 卷号: 17, 期号: 1, 页码: 217
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Qin, Changkun
;
Zhao, Wusheng
;
Ye, Wei
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/08/02
Underground construction
deep learning
monitoring
coalmine
mining-induced stress
DATCN: Deep Attention fused Temporal Convolution Network for the prediction of monitoring indicators in the tunnel
期刊论文
OAI收割
SMART STRUCTURES AND SYSTEMS, 2022, 卷号: 30, 期号: 6, 页码: 601
作者:
Du, Bowen
;
Zhang, Zhixin
;
Ye, Junchen
;
Tan, Xuyan
;
Li, Wentao
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/08/02
machine learning
mechanical behaviors
monitoring
prediction
tunnel
Prediction for the future mechanical behavior of underwater shield tunnel fusing deep learning algorithm on SHM data
期刊论文
OAI收割
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2022, 卷号: 125, 期号: -, 页码: -
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Tan, Xianjun
;
Zou, Tao
;
Du, Bowen
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/08/02
Tunnel
Deep learning Structural health monitoring
Prediction
Strain
Deep learning
Temporal-spatial coupled model for multi-prediction of tunnel structure: using deep attention-based temporal convolutional network
期刊论文
OAI收割
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, 2022, 卷号: 12, 期号: 3, 页码: 675
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Yang, Jianping
;
Tan, Xianjun
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/08/02
Tunnel
Deep learning
Structural health monitoring
Data analysis
Prediction
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data
期刊论文
OAI收割
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2021, 页码: 14
作者:
Tan, Xuyan
;
Wang, Yuhang
;
Du, Bowen
;
Ye, Junchen
;
Chen, Weizhong
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/01/05
Machine learning
data analysis
spatial deduction
monitoring
mechanical behaviors
Investigation on the data augmentation using machine learning algorithms in structural health monitoring information
期刊论文
OAI收割
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2021, 卷号: 20, 期号: 4, 页码: 2054-2068
作者:
Tan, Xuyan
;
Sun, Xuanxuan
;
Chen, Weizhong
;
Du, Bowen
;
Ye, Junchen
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/08/11
Machine learning
data mining
supervised learning
structural health monitoring
data augmentation