Application of Probabilistic Neural Network Model in Evaluation of Water Quality

被引：0

作者：

Zhu, Changjun ^{[1
]}

Hao, Zhenchun ^{[2
]}

机构：

[1] Hebei Univ Engn, Coll Urban Construct, Handan 056038, Peoples R China

[2] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Peoples R China

来源：

2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY,VOL I, PROCEEDINGS | 2009年

基金：

中国国家自然科学基金;

关键词：

water quality evaluation; probabilistic neural networks; surface water;

D O I：

10.1109/ESIAT.2009.36

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In view of the defect of traditional water quality evaluation model, a probabilistic neural network (PNN) is developed to evaluate surface water quality in Jining. Probabilistic neural network is a new type neural network consisting Radical Basis network and compete neural network, which is simple in structure, easy for training and wide used. PNN model is applied to evaluate water quality at representative sections in Jining surface area from the year 1999-2002. The results indicate that PNN model is suitable for water quality evaluation. By analysis, it is important to pay attention to bring into effective measures for pollution control.

引用

页码：244 / +

页数：2

共 50 条

[21] Credit evaluation model and applications based on probabilistic neural network
Pang, SL
[J]. COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 1, PROCEEDINGS, 2005, 3801 : 1027 - 1032
[22] Credit Evaluation Model and Applications Based on Probabilistic Neural Network
Pang, Sulin
[J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 2355 - 2360
[23] Automatic Quality Evaluation of Fruits Using Probabilistic Neural Network Approach
Ashok, Vani
Vinod, D. S.
[J]. 2014 INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2014, : 308 - 311
[24] Extension Neural Network in Water Quality Appraisal Application
Chen Aibin
Yang Yong
Dong Deyi
[J]. ITESS: 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES, PT 1, 2008, : 928 - 935
[25] Application of Neural Network in Wine Grape Quality Evaluation
Fan, Wei
Pan, Zhi
[J]. PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND ELECTRONICS INFORMATION (ICACSEI 2013), 2013, 41 : 662 - 664
[26] Application of Neural Network in the Evaluation of Equipment Maintenance Quality
Zhang Meng
Xu Peng-fei
Liu Jun-bang
Jiang Wei
Wang Shuai
[J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
[27] Evaluation of water quality using BP neural network
Pan, Jianbo
Li, Xiuli
[J]. 1859, Research India Publications (08): : 1859 - 1864
[28] APPLICATION OF BP NEURAL NETWORK MODEL BASED ON SIMULINK IN REGIONAL WATER QUALITY PREDICTION
Zhang, Yi
[J]. FRESENIUS ENVIRONMENTAL BULLETIN, 2022, 31 (05): : 5159 - 5166
[29] Application of neural network model in construction quality evaluation of core wall rockfill dam
Wang Qianwei
Zhong Denghua
Zhao Jianghao
[J]. PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2016), 2016, 98 : 807 - 811
[30] Kernelized Radial Basis Probabilistic Neural Network for Classification of River Water Quality
Aik, Lim Eng
Zainuddin, Zarita
[J]. COMPUTING & INFORMATICS, 2009, : 229 - 232

← 1 2 3 4 5 →