Displacement prediction of tunnel surrounding rock based on space-time unification kriging model

被引:0
|
作者
Key Laboratory of Metallogenic Prediction of Nonferrous Metals, Geological Environmental Monitoring, Ministry of Education, China [1 ]
不详 [2 ]
不详 [3 ]
机构
来源
Intl. J. Earth Sci. Eng. | / 6卷 / 3040-3045期
关键词
Tunnels; -; Forecasting;
D O I
暂无
中图分类号
学科分类号
摘要
Making interpolation into the classical Kriging spatial interpolation for space-time expansion, and establishing the displacement prediction model of tunnel surrounding rock by space-time semivariogram; analyzing the relation of parameters and transformation, giving the calculation procedure and method for spatial and temporal interpolation. On that basis, space-time unification Kriging interpolation model is applied to predict the crown settlement displacement value within a certain scope at front of tunnel face at any time during the period of tunnel construction. Analyzing and comparing the relation of actual measurement and predicted displacement to time curve taking Sunanshan Tunnel as test object. Computed results show that the model can reflect the development and variation tendency of crown settlement and displacement better, indicating that the precision of spatial and temporal unification Kriging model meets code requirements and it is effective and feasible in displacement prediction of surrounding rock of actual tunnel project. © 2015 CAFET-INNOVA TECHNICAL SOCIETY. All rights reserved.
引用
收藏
相关论文
共 50 条
  • [1] Tunnel construction of dynamic displacement prediction based on unified space-time Kriging model
    Zhang K.
    Hu D.
    He J.
    Wu Y.
    Hu, Da (huda-2005@163.com), 2017, Central South University of Technology (48): : 3328 - 3334
  • [2] HYBRID MODEL FOR DISPLACEMENT PREDICTION OF TUNNEL SURROUNDING ROCK
    Yao, J. B.
    Yao, B. Z.
    Li, L.
    Jiang, Y. L.
    NEURAL NETWORK WORLD, 2012, 22 (03) : 263 - 275
  • [3] Temperature prediction based on a space-time regression-kriging model
    Li, Sha
    Griffith, Daniel A.
    Shu, Hong
    JOURNAL OF APPLIED STATISTICS, 2020, 47 (07) : 1168 - 1190
  • [4] Back analysis and prediction for displacement of surrounding rock around model tunnel of a powerstation
    Qi, Jun-Xiu
    Wang, Lian-Jie
    Liu, Feng-Cheng
    Wang, Wei
    Dong, Cheng
    Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering, 2007, 29 (08): : 1205 - 1210
  • [5] Time Series Forecasting of Tunnel Surrounding Rock Displacement
    Mao Guangxiang
    Xia Yuanyou
    Liu Lingwei
    ADVANCES IN BUILDING MATERIALS, PTS 1-3, 2011, 261-263 : 1789 - 1793
  • [6] Time series prediction of the surrounding rock displacement of a soft rock tunnel in the Central Yunnan Water Diversion Project
    Cui J.
    Wu S.
    Cheng H.
    Wang T.
    Jiang G.
    Pu S.
    Ren Z.
    Qinghua Daxue Xuebao/Journal of Tsinghua University, 2024, 64 (07): : 1215 - 1225
  • [7] Tunnel Surrounding Rock Displacement Prediction Using Support Vector Machine
    Yao B.-Z.
    Yang C.-Y.
    Yao J.-B.
    Sun J.
    International Journal of Computational Intelligence Systems, 2010, 3 (6) : 843 - 852
  • [8] Tunnel Surrounding Rock Displacement Prediction Using Support Vector Machine
    Yao, Bao-Zhen
    Yang, Cheng-Yong
    Yao, Jin-Bao
    Sun, Jian
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (06) : 843 - 852
  • [9] Application of grey majorized model in tunnel surrounding rock displacement forecasting
    Li, XH
    Zhao, Y
    Jin, XG
    Lu, YY
    Wang, XF
    ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS, 2005, 3611 : 584 - 591
  • [10] Prediction of small net distance tunnel surrounding rock displacement in subway throat area based on rolling time series SVR
    China Railway Siyuan Survey and Design Group Co., Ltd, Wuhan
    430063, China
    J. Railw. Sci. Eng., 2020, 9 (2338-2345): : 2338 - 2345