科技创新与应用2024，Vol.14Issue(1)：98-102,5.DOI:10.19981/j.CN23-1581/G3.2024.01.024
考虑降雨作用下公路高边坡变形预测的ELM方法及工程应用
柴永进 1渠根启 2潘童3
作者信息
- 1. 华设设计集团股份有限公司,南京 210014
- 2. 南水北调东线江苏水源有限责任公司徐州分公司,江苏 徐州 221000
- 3. 江苏省建筑工程集团第一工程有限公司,南京 210011
- 折叠
摘要
Abstract
In order to improve the accuracy of prediction results of highway slope deformation during rainfall,a study on deformation prediction of a highway cutting high slope project was carried out.Coupled with rainfall conditions,FOS-ELM model was used to analyze and predict the cumulative horizontal displacement of the slope.By comparing the prediction results of the model without considering rainfall factors with that of the model considering rainfall factors,the error of deformation prediction results considering rainfall factors is larger,but on the whole,the prediction results of this model are in good agreement with the actual results,which can provide reference for the deformation prediction of high slope engineering in the future.关键词
高边坡/降雨工况/深度学习/FOS-ELM模型/变形预测Key words
high slope/rainfall condition/depth learning/FOS-ELM model/deformation prediction分类
交通工程引用本文复制引用
柴永进,渠根启,潘童..考虑降雨作用下公路高边坡变形预测的ELM方法及工程应用[J].科技创新与应用,2024,14(1):98-102,5.
