J4 ›› 2011, Vol. 41 ›› Issue (4): 1098-1103.

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Quasi-Equal Interval QGM (1,1) Model Forecasting Method and Its Application in Settlement Prediction of Turfy Soil Subgrade

SHEN Shi-wei, NAI Lei, XU Yan   

  1. College of Construction Engineering, Jilin University, Changchun130026, China
  • Received:2010-10-10 Online:2011-07-26 Published:2011-07-26

Abstract:

To predict the settlement of turfy soil subgrade with the method of traditional non-equal interval models, there are a few shortages such as cumbersome calculation and low accuracy for short-term forecast Especially when there is a slope mutation point in the subsidence curve, it is difficult to meet the prediction accuracy requirements. For the above shortcomings, average step length conversion is used for non-equal interval sequence to obtain quasi-equal interval sequence; the improved quasi-equal interval QGM(1,1) forecasting models are obtained by amending the original settlement data with the method of linear interpolation; and the subsidence curve is divided into two parts to carry out the prediction at the slope mutation point. As is illustrated in the examples, when the improved quasi-equal interval QGM(1,1) models are used to predict turfy soil subgrade settlement, the average errors between predicted and measured values are 2.99% and 0.25% respectively, far less than the results obtained by means of traditional non-equal interval models. The quasi-equal interval QGM(1,1) model with pretty high accuracy for short-term prediction can serve as a reliable reference to settlement control in project.

Key words: quasi-equal interval QGM(1,1) model, average step length conversion, time segment forecasting, turfy soil, settlement prediction

CLC Number: 

  • TU433
[1] NIE Lei, SU Zhan-dong, XU Li-na, YANG Xu-ran. Formation Environment and Distribution Characteristics of Main Swamp Turfy Soil in China [J]. J4, 2012, 42(5): 1477-1484.
[2] LIU Fei, NAI Lei, LV Yan, XU Li-na. Experimental Study on Mechanical Characteristics of Turfy Soil Under Roadbed Filling [J]. J4, 2011, 41(2): 505-510.
[3] LIU Fei, NAI Lei, LV Yan, ZHANG Min. Experiment of Influence of Decomposition Degree on Structure Characteristics and Strength of Turfy Soil [J]. J4, 2010, 40(6): 1395-1400.
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