Safety Risk Warning of Deep Foundation Pit Deformation Based on LSTM

被引：0
|
作者：
Xia, Tian [1 ]
Cheng, Cheng [1 ]
Pang, Qizhi [1 ]
机构：
[1] Faculty of Engineering, China University of Geosciences, Wuhan,430074, China
来源：
Diqiu Kexue - Zhongguo Dizhi Daxue Xuebao/Earth Science - Journal of China University of Geosciences | 2023年 / 48卷 / 10期
关键词：
Long short-term memory;
D O I：
10.3799/dqkx.2021.250
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3925 / 3931
相关论文
共 50 条
  • [1] Research and Application of Deformation Prediction Model for Deep Foundation Pit Based on LSTM
    Li, Hailin
    Zhao, Zhizhou
    Du, Xue
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [2] Safety management of deep foundation pit based on construction risk analysis
    Xu Tinghua
    Bi Siping
    Chen Jingru
    [J]. 2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 3, PROCEEDINGS, 2008, : 268 - +
  • [3] Study of fuzzy evaluation of foundation pit safety based on classification of safety early warning
    Fu, Zhi-Feng
    Luo, Xiao-Hui
    Li, Jie
    Xiong, Chao-Hui
    Wu, Xiao-Yun
    [J]. Yantu Lixue/Rock and Soil Mechanics, 2011, 32 (12): : 3693 - 3700
  • [4] Study of fuzzy evaluation of foundation pit safety based on classification of safety early warning
    Fu Zhi-feng
    Luo Xiao-hui
    Li Jie
    Xiong Chao-hui
    Wu Xiao-yun
    [J]. ROCK AND SOIL MECHANICS, 2011, 32 (12) : 3693 - 3700
  • [5] Deformation prediction of deep foundation pit based on BP neural network
    He, Zhi-Yong
    Zheng, Wei
    [J]. Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2008, 36 (10): : 92 - 96
  • [6] Deformation forecast of deep foundation pit based on grey forecast model
    Xu, Ting-Hua
    Chen, Jing-Ru
    Tian, Ll
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 2531 - 2536
  • [7] Safety risk early-warning standard of foundation pit in complex environment during excavating
    Gu, Leiyu
    Huang, Hongwei
    Chen, Wei
    Gong, Gupei
    Wang, Defa
    Yang, Hui
    [J]. Yanshilixue Yu Gongcheng Xuebao/Chinese Journal of Rock Mechanics and Engineering, 2014, 33 : 4153 - 4162
  • [8] Research on the Deformation Monitoring of Deep Foundation Pit Engineering
    Yin, Yajun
    Liu, Xiaolong
    Qian, Yongmei
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1383 - +
  • [9] Intelligent Approach Based on Random Forest for Safety Risk Prediction of Deep Foundation Pit in Subway Stations
    Zhou, Ying
    Li, Shiqi
    Zhou, Cheng
    Luo, Hanbin
    [J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2019, 33 (01)
  • [10] Deformation prediction analysis of vertical displacement of deep foundation pit based on LIBSVM
    Zhao, Yueyao
    Zhang, Jiawei
    Li, Haojie
    [J]. 2020 2ND INTERNATIONAL CONFERENCE ON GEOSCIENCE AND ENVIRONMENTAL CHEMISTRY (ICGEC 2020), 2020, 206
12345