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指数平滑法预测滑坡变形的适用性探讨
引用本文:胡巍,常金源,李祥龙,钟华,史存鹏.指数平滑法预测滑坡变形的适用性探讨[J].人民长江,2015,46(14):28-31.
作者姓名:胡巍  常金源  李祥龙  钟华  史存鹏
作者单位:1. 长江勘测规划设计研究有限公司,湖北 武汉,430070
2. 绍兴文理学院 土木工程学院,浙江 绍兴,312000
3. 中国地质环境监测院,北京,100081
摘    要:为弄清滑坡变形预测中指数平滑法的适用情形,探讨了该法对三峡库区两种典型滑坡位移曲线--台阶型位移变形曲线和波动型位移变形曲线趋势预测的适用性。研究结果表明,对于台阶型位移变形曲线,在变形增量由大变小的转折点处,预测值曲线形成尖峰形状,使得预测值估计偏大,而其它阶段误差值相对较小;对于波动型位移变形曲线,指数平滑法具有相当的滞后性,滞后时间与选取的预测时间间隔大致一致,表现出较差的适应性。 

关 键 词:指数平滑法    滑坡变形预测    台阶型变形曲线    波动型变形曲线  

Discussion of applicability of exponential smoothing method in landslide deformation prediction
HU Wei,CHANG Jinyuan,LI Xianglong,ZHONG Hua,SHI Cunpeng.Discussion of applicability of exponential smoothing method in landslide deformation prediction[J].Yangtze River,2015,46(14):28-31.
Authors:HU Wei  CHANG Jinyuan  LI Xianglong  ZHONG Hua  SHI Cunpeng
Abstract:To explore the applicability of exponential smoothing method in landslide deformation prediction, two typical landslide deformation curves in the Three Gorges Reservoir area, step-type curve and fluctuated-type curve, are selected to verify the applicability of the exponential smoothing method. The results show that for the step-type curve, its error is usually small except for large-to-small turning point of deformation, where the curve peak forms, so the error becomes large; for the fluctuated-type curve, the exponential smoothing method reveals obvious lag characteristic and the lag time approximately equals to the chosen prediction time interval, so its applicability for landslide prediction is poor.
Keywords:exponential smoothing method  landslide deformation prediction  step-type deformation curve  fluctuated-type curve
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