Application of Data Mining Based on Neural Networks in Ozone Concentration Forecast

被引：0
|
作者：
Qin Xia [1 ]
Su Jingzhi [1 ]
Liu Wei [1 ]
Ma Mintao [1 ]
Wang Fangfang [1 ]
机构：
[1] Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China
来源：
PROGRESS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY, VOL II, PTS A AND B | 2009年
关键词：
neural network; O(3); air pollution forecasting; data mining; BP network;
D O I：
暂无
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
BP neural network which was trained using Bayesian Regularization method based on mass monitoring data and meteorological variable was used to forecast the hourly average concentration of O(3) Sample data classification according to seasons was used to improve the predictions. The results show that data mining based on Neural Networks has good prediction precision.
引用
收藏
页码：744 / 746
页数：3
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