Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Hydropower Automation and Dam Monitoring》 2007-01
Add to Favorite Get Latest Update

Improved Fuzzy Neural Network Model and Its Application to Dam Monitoring

LI Ni, YUE Jianping, DUAN Peng (Hohai University, Nanjing 210098, China)  
Considering complicated computation, low model precision and convergence problem of the traditional fuzzy neural network, an improved fuzzy neural network and its BP algorithm are used to analyze the data of dam displacement monitoring, and a network model is established. Large numbers of data analysis show that the improved network model converges rapidly and has a higher precision than the traditional fuzzy neural network and statistical model.
【CateGory Index】: TV698.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 6 Hits
1 WANG Zhijun1,LIU Hongcai2(1.Hohai University,Nanjing 210098,China;2.Fresh Water Fisheries Research Institute of Shandong Province,Jinan 250117,China);Application of Genetic Neural Network to Factor Weight Determination of Dam Deformation[J];Hydropower Automation and Dam Monitoring;2008-05
2 ZENG Fanxiang1,LI Qinying2(1.Guangzhou Marine Geological Survey,Guangzhou 510760,China;2.Wuhan University,Wuhan 430079,China);Application of BP Neural Network-based LM Algorithm to Dam Monitoring Data Processing[J];Hydropower Automation and Dam Monitoring;2008-05
3 HU Jiang1,GUAN Junhua2,TONG Jianjie1(1.Hohai University,Nanjing 210098,China;2.Dalian University of Technology,Dalian 116024,China);Chaos Optimization-based Fuzzy Neural Network Model for Dam Safety Monitoring[J];Hydropower Automation and Dam Monitoring;2008-06
4 YANG Qingchun1,LI Ziyang2(1.Dongyang Water Station,Dongyang 322100,China;2.Hohai University,Nanjing 210098,China);Time-varying Analysis Model for Monitoring Data for Dam Storage Period[J];Hydropower Automation and Dam Monitoring;2009-01
5 TAO Ting-ye①②,GAO Fei②,WU Zhao-fu②(①GNSS Research Center,Wuhan University,Wuhan 430079,China;②School of Civil Engineering,Hefei University of Technology,Hefei 230009,China);Self-adaptive filtering and its application to dam monitoring[J];Science of Surveying and Mapping;2009-05
6 WU Jinkun1,2 LI Bo1,2(1.College of Water Conservancy Hydropower Eng.,Hohai Univ.,Nanjing 210098,China;2.National Eng.Research Center of Water Resources Efficient Utilization and Eng.Safety,Nanjing 210098,China;);Application of Improved Fuzzy Neural Network Technology in Dam Displacement Monitoring Model[J];Water Resources and Power;2008-05
Chinese Journal Full-text Database 3 Hits
1 WENG Jingjun, HUA Xisheng (Hohai University, Nanjing 210024, China);Application of Improved BP Neural Network to Dam Safety Monitoring[J];Hydropower Automation and Dam Monitoring;2006-04
2 Zhang Dongying1 ,Zhong H uabing1 ,Yang Yihan1 ,Zhou Xiaoxin2 1.North China Electric Power University,Beijing 10 2 2 0 6 ,China 2 .Electrical Power Research Institute of China,Beijing10 0 0 85 ,China;SUBSTATION ALARM MESSAGE DEALING SYSTEM BASED ON ANN AND ES[J];Automation of Electric Power Systems;2001-09
3 Wang Tiesheng et al.;Application of Fuzzy Artificial Network to Dam Distortion Forecast[J];Geotichnical Investigation and Surveying;2002-05
Chinese Journal Full-text Database 10 Hits
1 TIAN Lin-ya,HUA Xi-sheng(College of Civil Engineering,Hohai University,Nanjing 210098,Jiangsu,China);The Foundation and Application of the Check Baseline in a Radar Research Base[J];Acta Armamentarii;2006-06
2 WANG Yan1, YUE Jian-ping1, MA Bao-wei1, CHEN Tie-xin2(1 College of Civil Engineering , Hohai University ,Nanjing 210098 , China;2 Zhejiang Institute of Hydraulics and Estuary,Hangzhou 310008,China);The Precision Analysis of Three Elevation Transferring Methods[J];Beijing Surveying and Mapping;2005-01
3 WANG Ji-gang1, JIAO Ming-lian1, SHI Jian-qing2, YU Xian-wen3, LV Xiu-jian4 (1. Dept. of Space, Huaihai Institute of Technology, Lianyungang 222001, China; 2. Environment and Spatial Information College of CUMT, Xuzhou 221008, China; 3. Surveying and Mapping Dept. of Southeast University, Nanjing 210096, China; 4. Exploration Surveying Office of Lianyungang Exploration Office, Lianyungang 222047, China);Study on the height precision of root control points gotten by RTK technology[J];Engineering of Surveying and Mapping;2005-02
4 TIAN Lin-ya,YUE Dong-jie(College of Civil Engineering,Hehai University,Nanjing 210098,China);Analysis and application of construction survey for large bridge[J];Engineering of Surveying and Mapping;2006-04
5 WANG Xin-zhou1,2,ZOU Shuang-chao1,2(1.Research Center for Hazard Monitoring and Prevention,Wuhan University,Wuhan 430079,China; 2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);GPS antenna array receiver and its supported software[J];Engineering of Surveying and Mapping;2007-03
6 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
7 OUYANG Ping, ZHANG Yu;The Application Study of Curve Fitting Elevation in the Highway Survey[J];Bulletin of Surveying and Mapping;2004-08
8 TIAN Lin-ya, XIA Kai-wang, LI Peng;Application of EDM-Trigonometric Leveling in Settlement Monitoring of Embankment Constrution[J];Bulletin of Surveying and Mapping;2004-11
9 XIE Chunfa1 CHANG Qing2 CHANG Liang3(1 China Nuclear Industry Huaxing Construction Co.Ltd,88 Changjiang Road,Yizheng 211900,China;2 Surveying Products Quality Supervision Station of Jiangsu Province,75 West Beijing Road,Nangjing 210013,China;3 Liaoning Ocean and Fisheries Science Research Institute,50 Heishijiao Street,Dalian 116023,China);SETTLEMENT AND DEFORMATION ANALYSIS OF NATURAL GAS STORAGE TANKS WHICH WITH THE LINK OF RUBBER PADS[J];Journal of Geomatics;2007-06
10 ZHOU Xi-zhen,CAO Cao (College of Civil Engineering,,Hohai University,Nanjing 210098,China);Accuracy analysis about pier shaft construction survey of sutong bridge[J];Journal of Chongqing Jiaotong University;2006-05
China Proceedings of conference Full-text Database 1 Hits
1 Sun Jingling1 Li Guihua2 Zhao Xianfu1 Huang Teng2 (1.School of remote sensing,Nanjing University of Information Science & Technology, Nanjing,210044,China; 2.Civil Engineering College,Hohai University,Nanjing,210098,China);Control Technique of Linear Form in the Steel Pylon of Nanjing Third Yangzi River Bridge Construction[A];[C];2009
Chinese Journal Full-text Database 10 Hits
1 SHU Gui-qing1,LI Li2,XIAO Ping2(1.Department of Electronic Engineering,Guangdong Institute of Technology,Guangzhou 510640,China;2.Konka Research Insitute of Konka Group Co.LTD,Shengzhen 518053,China);A multi-criteria learning method for multi-layer fuzzy neural networks[J];Journal of Anhui University(Natural Sciences);2007-01
2 HE Qian LI Hong guang (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029,China);Compound fuzzy neural network proposed for modeling of nonlinear systems[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;2000-04
3 Hu Yuling(School of Electricity and Information Engineering,Beijing 100044);Research on Identification of Dynamic System Based on T-S Recurrent Fuzzy Neural Network[J];Journal of Beijing Institute of Civil Engineering and Architecture;2006-03
4 YANG Changbao, NIE Lanshi, SUN Pengyuan(College of GeoExploration Science and Technology, Jilin University, Changchun130026,China);A STUDY OF USING IMPROVED FUZZY NEUAL NETWORK TO FORECAST RESERVOIR PRODUCTIVITY[J];Journal of Changchun University of Science and Technology;2003-01
5 WEI Jian-dong(Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052);The status quo and prospect of modern deformation monitoring technologies[J];Science of Surveying and Mapping;2007-06
6 HU Wu-sheng 1, HUA Xi-sheng 2 , ZHANG Zhi-wei 1 (1. College of Traffic and Transportation Engineering, Southeast University, Nanjing 210096, China; 2. College of Civil Engineering, Hehai University, Nanjing 210098, China);Conversion of GPS Height in Plainness Area by the CF&NNM Method[J];Acta Geodaetica Et Cartographic Sinica;2002-02
7 Chen Jianming Zhang Zhongyi (Northern Jiaotong University, Beijing 100044, China);USING ARTIFICIAL NEURAL NETWORK TO SOLVE TRANSPORTATION[J];Journal of Test and Measurement Technology;1999-02
8 Bai Yu-chen,Luo Jian-hua Department of Equipment Command Management,Academy of Armed Forces Engineering,Beijing 100072,China;Research on the Target Recognition Based on Fuzzy Neural Networks[J];Control Technology of Tactical Missile;2007-01
9 Liu Guanbiao (Nanjing Automation Research Institute, Nanjing 210003, China);DIRECTIONS OF DEVELOPMENT OF DAM SAFETY MONITORING AUTOMATION TECHNOLOGY[J];Dam Observation and Geotechnical Tests;2004-02
10 Ren Deji;Zhang Chaofeng;Shang Zeyu;Liu Yeqing Three Gorges University, Yichang 443002, China Consultative Firm of Wanjiazhai Water Conservancy Project Limited Company, Pianguan 036412, China;HORIZONTAL DEFORMATION ANALYSIS FOR WANJIAZHAI DAM[J];Dam Observation and Geotechnical Tests;2004-03
China Proceedings of conference Full-text Database 1 Hits
1 TANG Yi-qian~1 ZHAO Yue~1 SHI Lin~2 (1.Department of Information Science and Engineering,Liaoning Institute of Technology,Jinzhou 121001.China; 2.Department of Electronic Information Engineering,Chengdu University,Chengdu 610016,China.;Design of sliding mode controller on wavelet fuzzy neural networks for a class of MIMO nonlinear systems[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 Qing Hongxia, Dong Zhangzhuo, Sun Qihong, Wang Zhuangzhi (Xi'an Jiaotong University, 710049, Xi'an, China);AN EXPERT SYSTEM FOR SUBSTATION FAULT DIAGNOSIS AND RESTORATIVE OPERATION BASED ON OBJECT ORIENTED TECHNIQUE Part Ⅰ: Design of Expert System and Modelling[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-09
3 Wang Tiesheng et al.;Application of Fuzzy Artificial Network to Dam Distortion Forecast[J];Geotichnical Investigation and Surveying;2002-05
4 Zhang Dongying 1;Liu Zhuo 1;Yang Yihan 2 1) Harbin Industrial Univ.,Harbin 150001 2) Dept. of Electric Power Engineering, Baoding 071003;Explanation Fault Diagnosis Expert System for Substation[J];JOURNAL OF NORTH CHINA ELECTRIC POWER UNIVERSITY;1998-01
5 Pan Hao Zhong Luo;A Self Growing Learning Algorithm for Determining the Appropriate Number of Hidden Units[J];JOURNAL OF HUBEI POLYTECHNIC UNIVERSITY;1998-01
6 Zhao Xue-zhi Zou Chun-hua Chen Tong-jian Ye Bang-yan Peng Yong-hong(1.College of Mechanical Engineering, South China Univ. of Tech., Guangzhou 510640, China; 2. Guangzhou Henglong Mechatronic Machining Limited Corporation, Guangdong Conghua 510990, China);A Research on the Initialization of Parameters of Wavelet Neural Networks[J];Journal of South China University of Technology(Natural Science);2003-02
7 Zhang Dexian(Department of Computer Science,Zhenzhou Institute of Technology,Zhenzhou450052);A New Approach for the Efficient Estimation of the Number of Hid den Units for Feedforward Neural Networks[J];Computer Engineering and Applications;2003-05
8 ZHOU Hong-xiao +1, CAI Jun +2, REN De-guan +2 (1.Jinhua College of Vocational Technology,Jinhua Zhejiang 321007,China;2.College of Computer Science and Engineering,Zhejiang Normal University,Jinhua Zhejiang 321004,China);An improved algorithm on hidden nodes in multi-layer feed-forward neural networks[J];Journal of Zhejiang Normal University(Natoral Sciences);2002-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved