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
  • [21] Prediction of Slope Stability using Naive Bayes Classifier
    Feng, Xianda
    Li, Shuchen
    Yuan, Chao
    Zeng, Peng
    Sun, Yang
    KSCE JOURNAL OF CIVIL ENGINEERING, 2018, 22 (03) : 941 - 950
  • [22] Prediction of Slope Stability using Naive Bayes Classifier
    Xianda Feng
    Shuchen Li
    Chao Yuan
    Peng Zeng
    Yang Sun
    KSCE Journal of Civil Engineering, 2018, 22 : 941 - 950
  • [23] Slope Stability Prediction Using Principal Component Analysis and Hybrid Machine Learning Approaches
    Lei, Daxing
    Zhang, Yaoping
    Lu, Zhigang
    Lin, Hang
    Fang, Bowen
    Jiang, Zheyuan
    APPLIED SCIENCES-BASEL, 2024, 14 (15):
  • [24] The Grey Correlation Analysis and Tendency Prediction of Local Grain Production
    Li Ye
    Liu Bin
    Wang Wenliang
    MOT2009: PROCEEDINGS OF ZHENGZHOU CONFERENCE ON MANAGEMENT OF TECHNOLOGY, VOLS I AND II, 2009, : 380 - 382
  • [25] Grey correlation analysis based on super efficiency DEA with entropy weight restriction
    Chen, Aizu
    Xu, Na
    Hui, Hongqi
    ICIC Express Letters, Part B: Applications, 2013, 4 (06): : 1741 - 1745
  • [26] An Integrated Method based on Entropy Weighting and Grey Correlation Analysis in Contractor Prequalification
    Gao, Xing
    Cao, Ji-ming
    2012 2ND INTERNATIONAL CONFERENCE ON APPLIED SOCIAL SCIENCE (ICASS 2012), VOL 2, 2012, : 149 - 154
  • [27] Transforming Landslide Prediction: A Novel Approach Combining Numerical Methods and Advanced Correlation Analysis in Slope Stability Investigation
    Umar, Ibrahim Haruna
    Lin, Hang
    Hassan, Jubril Izge
    APPLIED SCIENCES-BASEL, 2024, 14 (09):
  • [28] Sensibility Analysis of the Wen Zhutang Landslide Stability Based on Grey Correlation Analysis
    Chai, Xin
    Nie, Lei
    Mao, Wenfei
    Zhang, Min
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND ENGINEERING INNOVATION, 2015, 12 : 1302 - 1307
  • [29] Evaluation and prediction of slope stability using machine learning approaches
    Lin, Shan
    Zheng, Hong
    Han, Chao
    Han, Bei
    Li, Wei
    FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 2021, 15 (04) : 821 - 833
  • [30] Evaluation and prediction of slope stability using machine learning approaches
    Shan Lin
    Hong Zheng
    Chao Han
    Bei Han
    Wei Li
    Frontiers of Structural and Civil Engineering, 2021, 15 : 821 - 833