长江科学院院报2001，Vol.18Issue(2)：30-33,4.
神经网络方法在桩基设计中的应用
Study on application of neural network method in design of pile foundations
傅少君 1陈胜宏1
作者信息
- 1. 武汉大学 土木建筑工程学院，湖北 武汉 430072
- 折叠
摘要
Abstract
Artifical intelligence methods are implemented to simulate thebehaviors of axially and laterally loaded piles using the field observation tests data obtain ed f rom the drilled shafts and driven piles.The optimal neural network model is deve loped using only simple input data of SPT-N values and piles' geometrical featu r es etc..The analysis for R.C piles of some projects is performed adopting the BP N N and GRNN models respectively,and the obtained predicated results are compared w ith the data from conventional design method.It demonstrated the obvious advanta ges of neural networks in the design of pile foundations over the traditional me thods.This paper has an important practical significance and a referential worth iness in the design of pile foundations.关键词
神经网络/桩/轴向荷载/横向荷载分类
数理科学引用本文复制引用
傅少君,陈胜宏..神经网络方法在桩基设计中的应用[J].长江科学院院报,2001,18(2):30-33,4.
