Application of Data Mining Based on Neural Networks in Ozone Concentration Forecast - 文章详情页

作者：

Qin Xia (Qin Xia.) | Su Jingzhi (Su Jingzhi.) | Liu Wei (Liu Wei.) | Ma Mintao (Ma Mintao.) | Wang Fangfang (Wang Fangfang.)

收录：

CPCI-S

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.

关键词：

air pollution forecasting BP network data mining neural network O(3)

作者机构：

[ 1 ] [Qin Xia]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China
[ 2 ] [Su Jingzhi]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China
[ 3 ] [Liu Wei]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China
[ 4 ] [Ma Mintao]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China
[ 5 ] [Wang Fangfang]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China

通讯作者信息：

[Qin Xia]Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100124, Peoples R China

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