Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Anhui University(Natural Sciences)》 2005-02
Add to Favorite Get Latest Update

The application of ANN realized by MATLAB to Chaohu Lake water quality assessment

SUN Li-ning~(1,2),ZHANG Zhi-yuan~(1,2),LUO Ding-gui~(3) (1.Department of Environmental and Resources,Hefei University of Technology,Hefei 230009,China; 2.Anhui Environmental Protection Bureau,Hefei 230061,China; 3.College of Environmental Sciences,Peking University,Beijing 100871,China )  
The realizing function of RBF network is provided in the toolbox of MATLAB6.5 and the method of calculating this function possesses properties such as adaptation for determining the construction network and independence of initial weight value on person. A favorable outcome appeared after we apply this function to evaluating the water quality of Chaohu Lake, attempting to use the RAND function in MATLAB to construct enough training samples, checking samples and outputs of their targets through interpolation between grades of the water quality evaluation standard, use the PRESTD function to pretreat the original data,determine the limits of water quality grades. The methods in this paper is meaningful in improving the precision and objectivity of surface water quality evaluation.
【CateGory Index】: X824
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 2 Hits
1 Liu Bing, Cheng Zhigang, Chen Hu, Cheng Rui (Lianyungang Water Company Limited, Lianyungang 222005, China);Integrated appraisal of water quality for Qiangwei River based on neural network[J];Water Technology;2009-04
2 ZHANG Cheng-yan,XU Wang,ZHAO Dong-dong,MA Wei-xing(Huahai Institute of Technology,Lianyungang 222005,China);Comprehensive assessment of quality of raw water from water factory based on neural network model[J];Metallurgical Analysis;2008-05
【Citations】
Chinese Journal Full-text Database 5 Hits
1 Meng Bin Feng Yongjie Zhai Yuqing (Department of Computer Science and Technology, Southeast University, Nanjing 210096, China);A Modified Algorithm for Feedforward Neural Networks[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-04
2 Cong Shuang(Department of Automation,University of Science and Technology of China,Hefei230027);The Function Analysis and Application Study of Radial Basis Function Network[J];Computer Engineering and Applications;2002-03
3 Dong Cong(Tsinghua University);Approximation and Generalization Mechanism of Multilayer Feedforward Neural Network[J];CONTROL AND DECISION;1998-S1
4 MA Xi-xia 1 HE Xiao-ju 3 ZHAO Dao-quan 2 WANG Xiao-yu 3 (1. College of Environment & Hydraulic Engineering, Zhengzhou University, Zhengzhou 450002, China; 2. Fishery Science Research Institute of Henan Province, Zhengzhou 450044, China; 3. Huan;Influence of B-P Networks Hidden Layer on Water Quality Evaluation Result[J];Hydroelectric Energy;2002-03
5 NI Shen\|hai, BAI Yu\|hui (Hgdraulic School, Shandong Agricultural University, Tai'an 271000);Application of BP Neural Network Model in Groundwater Quality Evaluation[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-08
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XIE Yong-mou~1,TAN Guang-jie~2,XU Liang~2 (1.Highway Survey and Design Research Institute,Sichuan Communications Department,Chengdu610041,China; 2.College of Environment and Civil Engineering,Chengdu University of Technology,Chengdu610059,China);Using the artificial neural network to calculate liquation index by static cone penetration test[J];Building Science Research of Sichuan;2004-02
2 YE Ming-quan~1,WU Chang-rong~2(1. Comp. Section, Wannan Medical College,WuHu 241001,China;2.Dept. of Comp.,Wuhu Teachers' College ,WuHu 241001, China);A coronary heart disease recognition model based on RBF neural network[J];Journal of Anhui University of Technology and Science;2005-01
3 LUO Dinggui 1,2) WANG Xuejun 1) GUO Qing 3) ( 1) College of Environmental Sciences, Peking University, Beijing, 100871; 2) Civil and Environmental Engineering Department, East China Institute of Technology, Fuzhou, 344000; 3) Department of electronics and automation, East China Institute of Technology, Fuzhou,344000);The Application of ANN Realized by MATLAB to Underground Water Quality Assessment[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-02
4 SUN Qiang,WANG Le,CAI Yunlong College of Urban and Environmental Sciences & The Research Center for Land Sciences,Peking University;Laboratory for Earth Surface Processes,The Ministry of Education,Beijing 100871;SOFM Network Based Integrated Regionalization of Cropland Conversion Pressures in China[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2008-04
5 LIU Yuan-cheng~1, WANG Jian-hua~2 (1.Department of Mechanical Engineering, Beijing Institute of Machinery, Beijing 100085,China; 2.Division of Basic Courses,Beijing Institute of Machinery,Beijing 100085,China);Model of air cooling coil based on artificial neural network[J];Journal of Beijing Institute of Machinery;2003-04
6 YANG Yue-hua1,DU Jun-ping2 (1.College of Computer Science and Technology,Beijing Technology and Business University,Beijing 100037,China;2.Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia,School of Computer and Technology,Beijing University of Posts and Telecommunications,Beijing 100876,China);STUDY ON TOURISM EMERGENCY EVENTS PRECAUTION BASED ON NEURAL NETWORK[J];Journal of Beijing Technology and Business University(Natural Science Edition);2008-02
7 LIU Zhi peng, WEI Jun ,FU Chun ying (Xi'an University of Technology,Xi'an 710048,China);Research on the Intelligence Recognition of Characters on Containers[J];Packaging Engineering;2002-05
8 YAO Jing,QIAN Jun-hao(Jiangnan University,Wuxi 214122,China);Application of BP Artificial Neural Network on Offset Ink Printability Test[J];Packaging Engineering;2008-04
9 LI Ke1,YUE Jian-ping1,MA Bao-wei1,ZHOU Kai2,QIN Mao-fen1(1.College of civil Engineering,Hohai University,Nanjing 210098,China;2.Terrestrial Marine Construction Supervision Institute,Fuzhou 350009,China);Improved genetic neural network model and its application to deformation monitoring[J];Engineering of Surveying and Mapping;2008-02
10 GU Zheng-hua, TANG Hong-wu, LI Yun (1.Hohai University, Nanjing 210098, China; 2. Nanjing Hydraulic Research Institute, Nanjing 210029, China);Neural network models of maximum fluctuation of water surface in ship lift chamber with tumble gate operating[J];Journal of Yangtze River Scientific Research Institute;2003-02
China Proceedings of conference Full-text Database 2 Hits
1 Liu Hui Yan Peng Liu Jun Wen He (College of Mechanical and Instrumental Engineering ,Xian University of Technology, Xian 710048,China);Vacuum Epoxy Dosing Equipment's Fault Diagnosis System Based on BP Neural Network[A];[C];2002
2 ZHANG Da-qing, LIU Jian-ye (Navigation Research Center, Nanjing University of Aeronautics and Astronautics, Nanjing 210016);A New Identification Method of IFOG Nonlinear Temperature Drift Model Based On ANN[A];[C];2003
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SUN Xian-bin,ZHAO Yong-mei,JIANG Yan(Department of Geography and Environment Science,Wanxi College,Lu'an, 237012,China);Preliminary Discussion on the Construction of Eco-friendly Anhui and the Development of Eco-friendly Industry[J];Journal of Anhui Institute of Education;2006-03
2 Li Ruzhong(School of Natural Resources and Environmental Engineering,Hefei University of Technology,Hefei 230009);ESTABLISHMENT AND APPLICATION OF GREY ASSOCIATIVE MODEL FOR WATER QUALITY COMPREHENSIVE ASSESSMENT[J];Journal of Anhui Institute of Architecture;2002-01
3 WANG Xuan et al (Dept. of Environmental Science and Engineering, Tianjin University, Tianjin 300072 );Research on Optimization Model of Water System Programming[J];Journal of Anhui Agricultural Sciences;2005-10
4 WANG Xiao ing 1, GONG Jie 2 (1.Department of Geography, Anhui Normal University, 241000, Wuhu, Anhui, China;2.Editorial Department of Journal, Anhui Normal University,241000, Wuhu, Anhui, China);PRELIMINARY RESEARCH ON THE ECOLOGICAL CONSERVATION AND CONSTRUCTION IN THE CHAOHU BASIN[J];JOURNAL OF ANHUI NORMAL UNIVERSITY(NATURAL SCIENCE);2000-03
5 WU Kai-ya~1, SUN Shi-qun~2 ,Nie Lei~2 (1.College of Economics, Xiamen University, Xiamen 361005; 2.School of Resources and Environment, Hefei University of Technology, Hefei 230009);Grey Associative Analysis for Assessment of Ecological Security[J];Journal of Anhui Agricultural University;2004-03
6 ZHAO Tian-yan, HE Fang-sheng, HOU Qi-zong, LIANG Ai-ping(Resource and Environmental Engineering College, Wuhan University of Technology, Wuhan 430070, China);Application of improved gray relation analysis method for water quality assessment in aquatic system[J];Journal of Safety and Environment;2005-01
7 WANG Yu-mei~1 SHANG Jin-cheng~2 XU Ling~3 (1. 3Northeast Institute Of Geography And Agricultural Ecology Chinese Academe Of Sciences,Graduate School Of The Chinese Academy Of Sciences.Changchun 130012,China 2. The Department Of Environmental Sciences and Engineering,Northeast Normal University,Chengchun 130024,China);The Analysis Of Ecological Footprint Based On The Background Assessment Of Jilin Eco-Province (?) Construction Plan[J];North Environment;2005-05
8 CHEN Jian-hu,LIN Chong-yang(Brigade of Graduate,Air Defense Forces Command Academy,Zhengzhou 450052,China);Tactical Mode of Shooting Probability Index for Ground-to-Air Missile Weapon System[J];Ordnance Industry Automation;2007-04
9 Li Yunxian Wu Wenjin ( College of Art &Design,Shanghai University of Engineering Science,Shanghai 200336,China; Beijing Vocational & Technical Institute of Industry, Beijing 100042,China);Applying GIS on Evaluating the Quality of Groundwater Environment[J];Journal of Beijing Vocational & Technical Institute of Industry;2005-02
10 CAI Jin-bao, LI Yun-lai, WANG Xiao-dong (Beijing Hydraulic Research Institute, l00044, China; Guanting Reservoir Supervision Bureau, 075441, China);Study on analysis and assessment methods of dam safety[J];Beijing Water Resources;2001-06
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Dong Cong;Li Zhengneng;Xia Renwei;HeQingzhi (Beijing University of Aeronautics and Astronauics),Beijing,100083;ADVANCES AND PROBLEMS IN THE STUDY OFMULTILAYER FEEDFORWARDN EURAL NETWORKS[J];ADVANCES IN MECHANICS;1995-02
2 CHANG Jian xia HUANG Qiang WANG Yi min (Hydroelectric Institute of Xi'an University of Technology, Xi'an 710048, China);Artificial Neural Network Model for Multi-Reservoir Operating Rules[J];Hydroelectric Energy;2000-04
3 NI Shen\|hai, BAI Yu\|hui (Hgdraulic School, Shandong Agricultural University, Tai'an 271000);Application of BP Neural Network Model in Groundwater Quality Evaluation[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved