模糊神经网络在变形分析与预报中的应用研究

¹武汉大学测绘学院,武汉市珞喻路129号430079;²武汉大学精密工程和工业测量国家测绘局重点实验室,武汉市珞喻路129号,430079;³武汉理工大学交通学院,武汉市和平大道1040号,430063;⁴中国水电顾问集团中南勘测设计研究院,长沙市香樟路9号,410014;⁵中国水电顾问集团中南勘测设计研究院,长沙市香樟路9号410014

基金项目: 国家973计划资助项目(2003CB716705)

详细信息

Application of Fuzzy Neural Network in Deformation Analysis and Prediction

¹School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan 430079,China;²Key Laboratory of Bureau of Surveying and Mapping for Precise Engineering and Industry Surveying,Wuhan University,129 Luoyu Road,Wuhan 430079,China;³Shool of Transportation,Wuhan University of Technology,1040 Heping Road,Wuhan 430063,China;⁴Hydro_China Zhongnan Engineering Corperation,9 Xiangzhang Road,Changsha 410014,China

Funds: 国家973计划资助项目(2003CB716705)

摘要: 研究了模糊神经网络的网络建模,提出了单点建模、分组建模和整体建模3种建模方法,为变形分析和预报提供了新思路。结合滑坡变形实例,指出了模糊神经网在工程变形分析和预报中的可行性。
- 滑坡监测 /
- 变形分析 /
- 变形预报 /
- 模糊神经网络
Abstract: This paper emphasizes on the modeling of fuzzy neural network(FNN),proproses three modeling styles,namely,single point modeling,forecasting modeling,and prediction modeling,and provides new idea for deformation analysis and prediction.With landslide deformation instance,it points out the feasibilities for engineering deformation analysis and prediction with FNN.
- deformation monitoring /
- deformation analysis /
- deformation prediction /
- fuzzy neural network