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科研机构
大连理工大学 [39]
湖南大学 [3]
北京航空航天大学 [1]
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期刊论文 [32]
会议论文 [11]
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2019 [7]
2018 [18]
2017 [3]
2016 [5]
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A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 66703-66713
作者:
Zhao, Junhong
;
Shi, Maolin
;
Hu, Gang
;
Song, Xueguan
;
Zhang, Chao
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/12/02
Tunnel boring machines
geological-type prediction
operating parameter
neural network
physical-mechanical indexes
Recurrent neural networks for real-time prediction of TBM operating parameters
期刊论文
AUTOMATION IN CONSTRUCTION, 2019, 卷号: 98, 页码: 225-235
作者:
Gao, Xianjie
;
Shi, Maolin
;
Song, Xueguan
;
Zhang, Chao
;
Zhang, Hongwei
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Tunnel boring machines
Recurrent neural networks
Real-time prediction
Operating parameter
A new fuzzy c-means clustering-based time series segmentation approach and its application on tunnel boring machine analysis
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 133
作者:
Song, Xueguan
;
Shi, Maolin
;
Wu, Jianguo
;
Sun, Wei
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Tunnel boring machine
Time series segmentation
Fuzzy c-means clustering
Prior information
Sensitivity of TBM's Performance to Structural, Control and Geological Parameters Under Different Prediction Models
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 19738-19751
作者:
Wang, Xiaobang
;
Yuan, Yongliang
;
Mu, Xiaokai
;
Sun, Wei
;
Song, Xueguan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Tunnel boring machine
global sensitivity analysis
performance prediction
minimized construction period
Geology prediction based on operation data of tbm: Comparison between deep neural network and soft computing methods
会议论文
1st International Conference on Industrial Artificial Intelligence, IAI 2019, Shenyang, China, 2019-07-22
作者:
Shi, Maolin
;
Sun, Wei
;
Zhang, Tianci
;
Liu, Yin
;
Wang, Shuo
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models
期刊论文
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2019, 卷号: 60, 页码: 965-981
作者:
Song, Xueguan
;
Lv, Liye
;
Sun, Wei
;
Zhang, Jie
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Multi-fidelity surrogate
Radial basis function
Correlation
Scaling factor
Robustness
A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 182
作者:
Shi, Maolin
;
Zhang, Liyong
;
Sun, Wei
;
Song, Xueguan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Data clustering
Attribute correlation
TBM
Operation data
Advances in structural integrity and reliability analysis for critical components
期刊论文
ADVANCES IN MECHANICAL ENGINEERING, 2018, 卷号: 10
作者:
Zhu, Shun-Peng
;
Zhang, Xiancheng
;
Jiang, Chao
;
Chen, Gang
;
Song, Xueguan
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
A Numerical Model for Joule heating in Sn Solder Balls of Two Different Sizes
会议论文
2018 19TH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY (ICEPT), 2018-01-01
作者:
Kunwar, Anil
;
Shang, Shengyan
;
Raback, Peter
;
Song, Xueguan
;
Malla, Prafulla Bahadur
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Miniaturization
Pb-free solder
FEM
Current density
Temperature
Energy-minimum optimization of the intelligent excavating process for large cable shovel through trajectory planning
期刊论文
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2018, 卷号: 58, 页码: 2219-2237
作者:
Wang, Xiaobang
;
Sun, Wei
;
Li, Eryang
;
Song, Xueguan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
Energy minimization
Trajectory optimization
Intelligent excavation
Large cable shovel
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