Elementary Application of the BP Neural Network Model in Computing Annual Natural Runoff at Huaibin Station

机译：BP神经网络模型在淮滨站年自然径流计算中的初步应用

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

The process of natural runoff in a basin is a rather complicated physical system and there exists a multi-dimensional and non-linear map relation between runoff and rainfall as well as evaporation. In this paper, a method is presented for computing annual natural runoff by a neural network BP model. As a case, the model is satisfactorily structured and effectively used in computation of annual natural runoff on the basis of precipitation and evaporation at Huaibin Station on the upstream of Huai river. The results show that the BP model not only has a certain simulation accuracy and but also gives a new approach on researching runoff quantity.

机译：流域的自然径流过程是一个相当复杂的物理系统，径流与降雨以及蒸发之间存在多维非线性关系。本文提出了一种利用神经网络BP模型计算年自然径流量的方法。以淮河上游淮滨站的降水量和蒸发量为基础，可以较好地构造该模型，并将其有效地用于年自然径流的计算。结果表明，BP模型不仅具有一定的模拟精度，而且为研究径流量提供了一种新的方法。

著录项

来源
《Flood Forecasting and Water Resources Assessment for IAHS(International Association of Hydrological Sciences)-PUB》|2006年|654-662|共9页
会议地点 Beijing(CN)
作者
Cui Xinhua;
展开▼
作者单位

Henan Provincial Hydrology Water Resources Bureau, Zhengzhou 450003;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类水资源调2查与水利规划;
关键词
neural network BP model; computing; annual natural runoff; application;

机译：神经网络BP模型计算年度自然径流；应用;

相似文献

外文文献
中文文献
专利

1. Spiking DNA Computing with Applications to BP Neural Networks Classification [J] . Wenke Zang, Xiyu Liu, Ruifang Xia Research journal of applied science, engineering and technology . 2012,第16期

机译：尖峰DNA计算及其在BP神经网络分类中的应用
2. Spiking DNA Computing with applications to BP Neural Networks Classification [J] . Wenke Zang, Xiyu Liu, Ruifang Xia Research journal of applied science, engineering and technology . 2012,第16期

机译：使用应用于BP神经网络分类的尖刺DNA计算
3. Division-based rainfall-runoff simulations with BP neural networks and Xinanjiang model [J] . Qjn Ju, Zhongbo Yu, Zhenchun Hao, Neurocomputing . 2009,第13a15期

机译：BP神经网络和新安江模型的分区降雨径流模拟
4. Elementary Application of the BP Neural Network Model in Computing Annual Natural Runoff at Huaibin Station [C] . Cui Xinhua, Ministry of Water Resources, Tsinghua University, International Symposium on Flood Forecasting and Water Resources Assessment for IAHS-PUB . 2006

机译：BP神经网络模型在华宾站计算年度自然径流中的基础应用
5. Application of artificial neural networks for predicting watershed runoff. [D] . Zhang, Bin. 2000

机译：人工神经网络在流域径流预测中的应用。
6. Displacement Back Analysis for a High Slope of the Dagangshan Hydroelectric Power Station Based on BP Neural Network and Particle Swarm Optimization [O] . Zhengzhao Liang, Bin Gong, Chunan Tang, -1

机译：基于BP神经网络和粒子群算法的大岗山水电站高边坡位移反分析。
7. Reservoir computing as an alternative to traditional artificial neural networks in rainfall-runoff modelling [O] . N. J. de Vos 2012

机译：储层计算作为降雨 - 径流模拟中传统人工神经网络的替代方案
8. Application of artificial neural networks in hydrological modeling: A case study of runoff simulation of a Himalayan glacier basin [R] . Buch, A. M., Narain, A., Pandey, P. C. 1994

机译：人工神经网络在水文模拟中的应用 - 以喜马拉雅冰川盆地径流模拟为例

Elementary Application of the BP Neural Network Model in Computing Annual Natural Runoff at Huaibin Station

摘要

著录项

相似文献

相关主题

期刊订阅