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武汉岩土力学研究所 [9]
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期刊论文 [13]
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Real-time prediction of rockburst intensity using an integrated CNN-Adam-BO algorithm based on microseismic data and its engineering application
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2021, 卷号: 117, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Huang, Xing
;
Pan, Yucong
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/10/27
Rockburst prediction
Microseismic data
Convolutional neural network
Adaptive moment estimation optimization
Bayes optimization
A novel tree-based algorithm for real-time prediction of rockburst risk using field microseismic monitoring
期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2021, 卷号: 80, 期号: 16, 页码: 19
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/10/27
Rockburst
Intensity prediction
Tree-based algorithm
Microseismic monitoring
Precursory microseismic sequence
Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models
期刊论文
NATURAL RESOURCES RESEARCH, 2021, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
;
Wu, Jian
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  |  
浏览/下载:22/0
  |  
提交时间:2021/05/25
Rockburst prediction
Ensemble learning
Stacking technique
Class imbalance
Outlier detection and substitution
Rockburst prediction model based on comprehensive weight and extension methods and its engineering application
期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2020, 页码: 13
作者:
Zhang, Lewen
;
Zhang, Xiangyu
;
Wu, Jing
;
Zhao, Dukun
;
Fu, Hao
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  |  
浏览/下载:15/0
  |  
提交时间:2021/05/25
Rockburst prediction
Comprehensive weight and extension methods
User visualization window
Software system
Engineering application
A Method for Rockburst Prediction in the Deep Tunnels of Hydropower Stations Based on the Monitored Microseismicity and an Optimized Probabilistic Neural Network Model
期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 11, 页码: -
作者:
Feng, Guangliang
;
Xia, Guoqing
;
Chen, Bingrui
;
Xiao, Yaxun
;
Zhou, Ruichen
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  |  
浏览/下载:26/0
  |  
提交时间:2020/04/08
energy
rockburst prediction
microseismicity
probabilistic neural network
Jinping II hydropower station
Rockburst prediction and classification based on the ideal-point method of information theory
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2018, 卷号: 81, 页码: 382-390
作者:
Xu, Chen
;
Liu, Xiaoli
;
Wang, Enzhi
;
Zheng, Yanlong
;
Wang, Sijing
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浏览/下载:69/0
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提交时间:2018/12/11
Rockburst prediction
Ideal point method
Information theory
Principal component analysis
Mutual information entropy
Discussion on rockburst predictive method applying to TBM tunnel construction
期刊论文
Yantu Lixue/Rock and Soil Mechanics, 2017, 卷号: 38, 页码: 241-249
作者:
Chen, Wei-Zhong
;
Ma, Chi-Shuai
;
Tian, Hong-Ming
;
Yang, Jian-Ping
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浏览/下载:3/0
  |  
提交时间:2019/12/12
Construction stage
Hoek-Brown strength criterion
Rockburst prediction
Strength-stress ratio
Tunnel boring machine(TBM)
Study of Debris Flow Mechanism in Tunnel Faults in Aqueous Environment
会议论文
Changsha, PEOPLES R CHINA, APR 23-24, 2016
作者:
Xu, Suchao
;
Yu, Shenshen
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  |  
浏览/下载:14/0
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提交时间:2018/06/05
prediction method
rockburst
elastic energy Index
A New Prediction Method of Rockburst in Underground Engineering Based on Elastic Energy Index
会议论文
Guangzhou, PEOPLES R CHINA, MAR 12-13, 2016
作者:
Xu, S. C.
;
Yu, S. S.
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  |  
浏览/下载:17/0
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提交时间:2018/06/05
prediction method
rockburst
elastic energy Index
Experimental study on the prediction of rockburst hazards induced by dynamic structural plane shearing in deeply buried hard rock tunnels
期刊论文
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2016, 卷号: 86, 页码: 210-223
作者:
Meng, Fanzhen
;
Zhou, Hui
;
Wang, Zaiquan
;
Zhang, Liming
;
Kong, Liang
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  |  
浏览/下载:27/0
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提交时间:2018/06/05
Stress drop
Fault-slip rockburst
Prediction
Acoustic emission
b-value
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