Analytical study on slope deformation by applying nonlinear regression and time sequence
Jie Bin
Abstract
Jie Bin
Abstract
Because of complex deformation on slope, it is difficult to handle the regular pattern of deformation on slope by applying non linear regression model accurately. This article demonstrates that deformation forecast will be performed by a comprehensive method of non linear regression model combined with time series analysis. Namely, correct analysis and handling will be provided for the regular pattern of deformation on slope by applying non linear model and others, and periodically regular pattern of deformation on slope handled by using time series analysis method. In addition, the feasibility of this method will be verified through analysis and study on monitoring data for a series of observation points on a certain slope to be measured.
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Because of complex deformation on slope, it is difficult to handle the regular pattern of deformation on slope by applying non linear regression model accurately. This article demonstrates that deformation forecast will be performed by a comprehensive method of non linear regression model combined with time series analysis. Namely, correct analysis and handling will be provided for the regular pattern of deformation on slope by applying non linear model and others, and periodically regular pattern of deformation on slope handled by using time series analysis method. In addition, the feasibility of this method will be verified through analysis and study on monitoring data for a series of observation points on a certain slope to be measured.
Key concepts: Deformation (meteorology), Deformation monitoring, Time series, Series (stratigraphy), Regression analysis, Nonlinear system, Linear regression, Time sequence