Slope Stability Prediction Using Grey Entropy Correlation Analysis

被引:0
|
作者
Ye, Shuaihua [1 ,2 ,3 ]
Huang, Anping [1 ,2 ,3 ]
Zhu, Yanpeng [1 ,2 ,3 ]
机构
[1] Lanzhou Univ Technol, Sch Civil Engn, Lanzkhou, Peoples R China
[2] Lanzhou Univ Technol, Key Lab Disaster Mitigat Civil Engn Gansu Prov, Lanzkhou, Peoples R China
[3] Lanzhou Univ Technol, Testing Ctr Geotech Engn & Fdn, Lanzkhou, Peoples R China
基金
中国国家自然科学基金;
关键词
LANDSLIDES;
D O I
10.1007/s11204-024-09992-6
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Slope stability prediction based on the grey entropy relational analysis (GERA) was carried out. First, the entropy weight method was applied to determine the weight of each influencing factor, and the GERA model was established. Then, 30 slope engineering cases were collected from the literature as a reference sample database, and another ten slope engineering cases were used as prediction samples. Finally, the GERA method was used to calculate the grey entropy relational degree between each prediction sample and 30 reference samples to evaluate the stability of the prediction sample slope. The results show that the stability predicted results of 10 slopes obtained by GERA are entirely consistent with the actual slope stability state. Case analysis confirms that the GERA model can effectively predict the slope stability state.
引用
收藏
页码:419 / 425
页数:7
相关论文
共 50 条
  • [1] Gas Outburst Prediction Model Using Improved Entropy Weight Grey Correlation Analysis and IPSO-LSSVM
    Liu, Haibo
    Dong, Yujie
    Wang, Fuzhong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020 (2020)
  • [2] Artificial neural networks and Grey Systems for the prediction of slope stability
    Lu, P
    Rosenbaum, MS
    NATURAL HAZARDS, 2003, 30 (03) : 383 - 398
  • [3] Artificial Neural Networks and Grey Systems for the Prediction of Slope Stability
    P. Lu
    M. S. Rosenbaum
    Natural Hazards, 2003, 30 : 383 - 398
  • [4] Research on estimation of slope stability based on improved grey correlation analysis and analytic hierarchy process
    Ding Li-hong
    ROCK AND SOIL MECHANICS, 2011, 32 (11) : 3437 - 3441
  • [5] Grey cluster analysis in classification of slope rockmass stability
    Chen, SL
    He, ZZ
    Tang, XM
    COMPUTER METHODS AND ADVANCES IN GEOMECHANICS, VOL 3, 1997, : 1687 - 1693
  • [7] Entropy-based Grey Correlation Fault Diagnosis Prediction Model
    Zhao Ying
    Kong Lifang
    He Guoliang
    2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2012, : 88 - 91
  • [8] Stability Analysis of Slope Based on Hierarchical Analysis of Fuzzy Entropy
    Zou, Zuyin
    Chen, Hang
    Chen, Yulong
    Long, Xuemei
    ELECTRONIC JOURNAL OF GEOTECHNICAL ENGINEERING, 2016, 21 (04): : 1399 - 1416
  • [9] Grey system analysis and evaluation of slope stability based on experience
    Chen, Xinmin
    Luo, Guoyu
    Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering, 1999, 21 (05): : 638 - 641
  • [10] Prediction grey model for slope displacement
    Jiang, Gang
    Lin, Lu-sheng
    Liu, Zu-de
    Wang, Zhao
    Rock and Soil Mechanics, 2000, 21 (03) : 244 - 246