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《Water Resources and Power》 2008-05
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Application of Improved Fuzzy Neural Network Technology in Dam Displacement Monitoring Model

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;)  
Time-varying monitoring model is more effective and accurate than the conventional model of monitoring in the variable separation and has more precise physical and mechanical significance.In this article,the improved fuzzy neural network with time-varying model in fitting and forecasting of the horizontal displacement monitoring of one dam is used,and the BP model is the comparative example.According to the comparison of the final results and the actual data,the fitting and forecasting accuracy of the model which uses the improved fuzzy neural network with time-varying monitoring model is higher than the conventional model of BP,so it can be applied to practical projects.
【Fund】: 国家自然科学基金资助项目(50539010 50539110 50539030-1-3 50579010);; 国家科技支撑计划基金资助项目(20006BAC14BO3);; 中国水电工程顾问集团公司科技基金资助项目(CHC-KJ-2007-02)
【CateGory Index】: TV698.1
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 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
2 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
3 LI Ni, YUE Jianping, DUAN Peng (Hohai University, Nanjing 210098, China);Improved Fuzzy Neural Network Model and Its Application to Dam Monitoring[J];Hydropower Automation and Dam Monitoring;2007-01
4 GENG Wei-hua,SUN Qu,ZHANG Cui-xia,CHEN Xiao-yan (School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China);Short-Term Load Forecasting Based on Improved Fuzzy Neural Network[J];Proceedings of the Chinese Society of Universities for Electric Power System and Automation;2007-05
5 Wu Jianfa, et al., Southwest Oil and Gas Field Company;CHOOSING CANDIDATE WELLS FOR FRACTURING WITH IMPROVED FUZZY NEURAL NETWORK[J];Computer Applications of Petroleum;2006-01
6 HAN Min,FAN Ying-nan,SUN Yan-nan(School of Electronic and Information Engineering,Dalian Univ.of Technology,Dalian 116023,China);An Improved Fuzzy Neural Network and Its Application in Bidding[J];Systems Engineering-Theory Methodology Application;2005-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 RUI Xi-jie(1,2 ), YANG Chang-bao(3), MA Sheng-zhong(1) (1.Institute of Mineral Resources Prediction of Synthetic Information,Jilin University,Changchun130026,China; 2. College of Economic Management, Chang’an University, Xi’an 710054,China; 3. College of GeoExploration Science and Technology, Jilin University, Changchun130026,China);An Intelligent Method and Theory in Solving Complex Geological Problems[J];Journal of Jiling University (Earth Science Edition);2005-02
2 ZHANG Zhi-guo, YANG Yi-heng, XIA Li-xian (Institute of Mineral Resources Prediction of Synthetic Information, Jilin University, Changchun130026,China);Application of RPROP Algorithm to Well Logging Lithologic Identification[J];Journal of Jiling University (Earth Science Edition);2005-03
3 Xing Xue-wen~1,Hu Guang-dao~21.Graduate School,China University of Geosciences,Wuhan430074,China2.Faculty of Earth Resources,China University of Geosciences,Wuhan430074,China;The Application of Fuzzy Logic Method to Gold Deposit Prediction in QinlingSongpan Area[J];Journal of Jilin University(Earth Science Edition);2006-02
4 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
5 LI Ni, YUE Jianping, DUAN Peng (Hohai University, Nanjing 210098, China);Improved Fuzzy Neural Network Model and Its Application to Dam Monitoring[J];Hydropower Automation and Dam Monitoring;2007-01
6 LI Guangfu,YI Ligang(Changsha University of Science and Engineering,Changsha 410007,China);B/S-based Dam Safety Monitoring Information Management and Primary Analysis System[J];Hydropower Automation and Dam Monitoring;2008-03
7 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
8 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
9 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
10 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
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Xu Yanqing; Li Zhoubo; Lu Jing'an(Changchun University of Science and Technology, Changchun 130026);STUDY ON THE PREDICTION METHODS OF OIL-GASRESERVOIR PERFORMANCE WITH WELL-LOGGING[J];JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-02
2 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
3 HAN Min 1, LIN Yun 1, QI Dong hai 2 ( 1. School of Electr. and Inf. Eng., Dalian Univ. of Technol., Dalian 116024, China; 2. School of Civil Eng. and Archit., Dalian Univ. of Technol., Dalian 116024, China );A factor selection approach to bidding process using neural network[J];Journal of Dalian University of Technology;2002-01
4 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
5 Hou Kaiyuan Mu Gang (Northeast China Institute of Electric Power Engineering, Jilin, 132012) Yang Youhong Hui Yongjie (Jilin City Electric Power Company, Jilin, 132001);THE STUDY ON DISTRICT POWER NETWORK SHORT-TERM LOAD FORECASTING SYSTEM[J];Proceedings of The Csu-epsa;2001-05
6 Liu Wei Gu Jie (The Electrical Engineering Department of Shanghai Jiaotong University, Shanghai, 200240);STUDY ON THE TAKAJI-SUGENO MODEL OF SHORT-TERM LOAD FORECASTING FOR POWER SYSTEM[J];Proceedings of The Csu-epsa;2003-02
7 MA Wen-xiao, BAI Xiao-min, MU Lian-shun (China Electric Power Research Institue, Beijing 100085, China);SHORT TERM LOAD FORECASTING USING ARTIFICIAL NEURON NETWORK AND FUZZY INFERENCE[J];Power System Technology;2003-05
8 Wang Tiesheng et al.;Application of Fuzzy Artificial Network to Dam Distortion Forecast[J];Geotichnical Investigation and Surveying;2002-05
9 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
10 CHEN Bao guo, ZHU Yi, ZHANG Hua, ZHANG Jia yu (Dept. of Control Engineering, Harbin Institute of Technology, Harbin 150001, China);An enforced fuzzy neural networks[J];Journal of Harbin Institute of Technology;2001-01
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