文章基本信息

标题：Deformation prediction analysis of vertical displacement of deep foundation pit based on LIBSVM
本地全文：下载
作者：Yueyao Zhao ; Jiawei Zhang ; Haojie Li 等
期刊名称：E3S Web of Conferences
印刷版ISSN：2267-1242
电子版ISSN：2267-1242
出版年度：2020
卷号：206
页码：1021-1024
DOI：10.1051/e3sconf/202020601021
出版社：EDP Sciences
摘要：The reliable prediction of the surface vertical displacement deformation of deep foundation pits is of great significance to the excavation of large foundation pits. The support vector machine model (LIBSVM) has become a hot spot in the prediction of deep foundation pit deformation and provides a new prediction for the deformation of deep foundation pits. In this paper, taking the deep foundation pit of Daoxianghu Road Station in xx as an example, a prediction model of vertical displacement on the ground is established based on LIBSVM and analysis shows that the prediction results based on the model are in good agreement with the measured data, and the MSE reaches 0.0323. The model is effective and has an effective prospective skill.