Application of Time Series' Equal-space GM (1,1) on Slope Displacement Prediction

被引:0
|
作者
Pei Guihong [1 ]
Deng Xianguo [1 ]
机构
[1] Southwest Petr Univ, Sch Civil Engn & Architecture, Chengdu 610500, Sichuan, Peoples R China
关键词
Slope monitoring; Equal interval; GM (1,1);
D O I
暂无
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Slop disasters, which are blurry and uncertainly, are influenced by random variables. So it is preponderant to use the gray theory to predict the displacement of slopes. The traditional model of equal interval gray system-GM (1, 1) needs equal interval monitoring data to get prediction, but most of time, we can only get unequal interval monitoring data. Therefore put forward a method that firstly make the unequal interval monitoring data equal-space and then use GM (1, 1) to forecast the displacement. Use Matlab to design corresponding program of this model, prove that this model is hightly accurate and can be applied to practical engineering with an example.
引用
收藏
页码:241 / 244
页数:4
相关论文
共 50 条
  • [31] Optimized GM(1,1) Model and Its Application of GDP Prediction in Guangdong Province
    Li Kai
    Lu Zhong-hua
    Hezier, QiaHan
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 4104 - 4107
  • [32] The Development of Prediction Software Gm(1,1) and its Application in Marine Economy Field
    Xiao Jianhua
    Luo Shaoyu
    PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 1003 - 1008
  • [33] Application of GM(1,1) Model in Surface Settlement Prediction in the Maglev Protected Area
    Hu, Song-Tao
    Wang, Guo-Qiang
    Ye, Feng
    Zeng, Guo-Feng
    Gao, Xiao-Tong
    CICTP 2019: TRANSPORTATION IN CHINA-CONNECTING THE WORLD, 2019, : 3421 - 3430
  • [34] Application of optimized GM (1,1) model based on EMD in landslide deformation prediction
    Huang, Changjun
    Cao, Yuanzhi
    Zhou, Lv
    COMPUTATIONAL & APPLIED MATHEMATICS, 2021, 40 (08):
  • [35] Application of optimized GM (1,1) model based on EMD in landslide deformation prediction
    Changjun Huang
    Yuanzhi Cao
    Lv Zhou
    Computational and Applied Mathematics, 2021, 40
  • [36] Application of Improved Grey GM (1,1) Model in Power Prediction of Wind Farm
    Deng, Mengxiao
    Dong, Yali
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 3764 - 3769
  • [37] Application scope of prediction model for interval grey number based on GM (1,1)
    Zhao, Lianming
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 53 - 57
  • [38] Power Load Prediction Based on GM (1,1)
    Wu, Di
    MATERIALS SCIENCE, ENERGY TECHNOLOGY, AND POWER ENGINEERING I, 2017, 1839
  • [39] Application of chaotic time-series in slope displacement forecasting
    Liu, Yong-Jian
    Zhang, Bo-You
    Liaoning Gongcheng Jishu Daxue Xuebao (Ziran Kexue Ban)/Journal of Liaoning Technical University (Natural Science Edition), 2007, 26 (01): : 74 - 76
  • [40] Application of systematical optimization GM (1,1)model based on lifting wavelet in dam displacement forecast
    Zheng, Kehong
    Wang, Zhiqiang
    MATERIALS SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2014, 488-489 : 759 - 764