Application of Kalman filter method to hazardous rock mass deformation analysis based on exponential trend model
|更新时间:2026-06-25
|
Application of Kalman filter method to hazardous rock mass deformation analysis based on exponential trend model
Vol. 29, Issue 6, (2008)
作者机构:
三峡大学 三峡库区地质灾害教育部重点实验室,湖北,宜昌,443002
作者简介:
基金信息:
DOI:
CLC:TB115
Online First:15 July 2013,
Published:2008
稿件说明:
移动端阅览
LU Fu-min, WANG Shang-qing. Application of Kalman filter method to hazardous rock mass deformation analysis based on exponential trend model[J]. 2008, 29(6).
DOI:
LU Fu-min, WANG Shang-qing. Application of Kalman filter method to hazardous rock mass deformation analysis based on exponential trend model[J]. 2008, 29(6).DOI:
Application of Kalman filter method to hazardous rock mass deformation analysis based on exponential trend model
the Kalman filter model is applied to forecasting displacement values at observation point in Lianziya hazardous rock mass GA. At first
nonlinear exponential trend model is linearized into linear model; and linearized model parameters are obtained using the linear least square method; the linearized model parameters are regarded as state vectors containing dynamic noises to erect Kalman filter model. On the basis of Kalman filter model
the displacement values of the hazardous rock mass are forecasted. An example of calculation shows that the forecast error is little and the forecast effect is good using Kalman filter model to forecast the displacement values of the hazardous rock mass .