Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Power Equipment》 2008-06
Add to Favorite Get Latest Update

Application of RBF Neural Network to Fault Diagnosis of Condensers

SONG Hong-ru,DING Chang-fu,FENG Yu-chao(School of Energy and Power Engineering,North China University of Electric Power,Baoding 071003,China)  
Due to tardy convergence of BP neural network in calculating process,a new method of using RBF neural network to condenser fault diagnosis is being proposed.The structure of RBF neural network and possible condenser faults are described,while corresponding built-up way of symptom sets presented.Comparison between RBF and BP diagnosis results proves the former method to be better than the latter one in on-line diagnosing speed and precision,which is therefore suitable for condenser fault diagnosis.
【CateGory Index】: TP183;TM621
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 2 Hits
1 TENG Pi-zhong1,ZHANG Pin2,CHEN Rong-sheng 3,CHEN Qun2, SHI Yong-heng1,YU Bao-ning 2,YANG Ya-ping 1(1.Southeast University,Nanjing 210096,China;2.Fujian Yongan Power Plant, Yongan 364013,China;3.Quanzhou Power School,Quanzhou 364000,China);Fault diagnosis and performance supervision of condenser based on fuzzy neural network[J];Electric Power Automation Equipment;2007-01
2 LI Feng,CHEN Hong-wei,GU Shu(College of Energy and Power Engineering,North China University of Electric Power,Baoding 071003,China);An On-Line Condenser Fault Diagnosis System[J];Power Equipment;2006-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GAN Xin-hua1,SHI Yong1,LIN Bao-guo1,2(1.School of Resources and Environmental Engineering,Hefei University of Technology,Hefei 230009,China;2.Anhui Lvhua Environment Science and Technology Development Co.,Ltd.,Hefei 230061,China);Application of BP Neural Network Based on MATLAB Toolbox to the Evaluation of Atmosphere Environmental Quality[J];Anhui Chemical Industry;2008-05
2 YANG Bao-hua(School of Information and Computer Science,Anhui Agricultural University,Hefei 230036);Weight prediction of watermelon seeds based on BP neural network[J];Journal of Anhui Agricultural University;2008-04
3 Guo Shunli1,Zhu Qixin1,Xie Guangming2(1.College of Electrical & Electronic,ECJT University,Nanchang 330013,China; 2.College of Engineering,Peking University,Beijing 100871,China);Steady-State Velocity Modeling of Robot Fish Swimming Straight Based on GRNN[J];Ordnance Industry Automation;2010-11
4 YIN Dan(1,2),SU Xiao-si(1,2),LI Yan-ge(3),FENG Yu-ming(4) 1.Institute of Water Resources and Environment,Jilin University,Changchun 130026,China 2.College of Environment and Resources,Jilin University,Changchun 130026,China 3.Nanjing Hydraulic Research Institute,Nanjing 210029,China 4.Taiyuan Water Conservancy Bureau,Taiyuan 030002,China;Usage of Artificial Neural Networks Technique in Karst Water Recoverable Reserve Evaluation——Give an Example of Shanxi Jinci Spring[J];Journal of Jilin University(Earth Science Edition);2006-S1
5 Zhu Fu(Wuhan Institute of Shipbuilding Technology, Wuhan 430050, China);Introduce of the Method for Fault Analysis and Diagnosis of Large-scale Ship’s Generator[J];Marine Electric & Electric Technology;2005-01
6 DENG Bo,LI Jian,SUN Tao,ZHANG Jin-sheng,WANG Hui-dong(College of Electronics & Information Engineering,SCU,Chengdu 610064,China);Mobile telephone traffic prediction model based on neural network[J];Journal of Chengdu University of Information Technology;2008-05
7 DIAO Xiu-mu1,2(1.Department of Information,Ocean University of China,Qingdao 266071,China;2.Department of Information and control Engineering,Weifang University,Weifang 261061,China);Research of Non-linear Correction of Sensor Based on GRNN[J];Journal of Chongqing Institute of Technology(Natural Science);2008-10
8 DING Bai-shou,FAN Zhong(Electricity Generating Corporation Ltd. of Baotou,Baotou Inner Mongolia,014013,China);The Application of Adjustable Brandon Steam Seals in High and Intermediate Pressure Cylinders in 600MV Steam Turbines[J];Journal of Chongqing Electric Power College;2009-02
9 Ma Xukai, Gu Lichen, Li Shilong;Diagnosis of Diesel Engine Fuel System Based on SOM Neural Network[J];Design and Manufacture of Diesel Engine;2008-04
10 ZHAO Bin,QIAO Gui-hong,WU Xi-peng(Hebei Polytechnic Univerity,Tangshan City 063009);Research on Methods of Vibration Fault Diagnosis for Steam Turbine-Generator Units[J];Journal of Northeast China Institute of Electric Power Engineering(Natural Science Edition);2005-04
China Proceedings of conference Full-text Database 6 Hits
1 YAO Jinmiao~1,WANG Zhan~1,CHENG Deming~2,CHU Jinshu~1, SUN Guangmin~2,ZHANG Hu~3,LI Zhaohui~3 (1.Department of Chemistry and Chemical Engineering,College of Environmental and Energy Engineering, 2.School of Electronics Information and Control Engineering,Beijing University of Technology,Beijing 100022,China; 3.Beijing fluid filtration & separation technology research center,Beijing 101312,China);Study of predicting the specific resistance of yeast suspensions in the dead-end microfiltration[A];[C];2007
2 Lin Guan-cheng~(1,2) Li Ya-an~1 (1.College of Marine, Northwestern Polytechnical University, Xi'an, 710072, China; 2.Department of Media and Communications Engineering, Weinan Teachers College, Weinan 714000, Shaanxi);Research on the Comparison Artificial Neural Network with Support Vector Machine for Classification and Regression[A];[C];2008
3 Liu Qiang Zhu Min Wang Xiaowei Qiu Zhenyu Graduate school of Computer graphics,Sichuan university of China,Chengdu,610065,China;Air Traffic Flow Forecasting Based on Grey Systems and BP Neural Networks[A];[C];2008
4 Tong Huijun Jia Qiurui (Aviation University of Aifforce Ordnance Engineering Department,Eastern-Nanhu Road No.2222,Changehun 130022,China);Target Establishing Way for TV Guiding Missile Based on SOM-BP Artificial Neural Network[A];[C];2008
5 Jia Rui Xu Qiqiang Liu Yan;Approximate Analysis of Reticulated-Shell Based on Neural Network[A];[C];2008
6 AI Shi-zhong DU Rong (School of Economics & Management, Xidian University 710071, China);Neural Network-Based Forecasting of Inventory Risk Level for Spare Parts[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHU Zhi yu 1, JIANG Chang sheng 1, ZHANG Bing 2, LIU Wei ting 2 (1.Coll of Automation Engin,Nanjing University of Aeronautics and Astronautics,Nanjin 210016,China; 2.Dept of Elct and Info,Jiangsu University of Science and Technology,Zhenjiang 212003,China);Weak signal detection based on chaotic theory[J];Journal of Transducer Technology;2005-05
2 FU Qiang(Department of Control Science and Engineering,Harbin Institute of Technology,Harbin 150001,China);Turntable subsystem fault-diagnosing approach based on RBF neural networks[J];Transducer and Microsystem Technologies;2007-06
3 L Wei-cai, XU Shao-quan;Application of Kalman Filtering in the Similar Single-Difference Methodology[J];Bulletin of Surveying and Mapping;2006-03
4 (Jiang Wanlu), (The College of Mechanical Engineering, Yanshan University, Qinhuangdao 066004).;Orthogonal Wavelet Packet Analtsis-based Recognition Method of Chaos[J];Journal of Yanshan University;2004-01
5 Zhao Yanjun,Li Yonggang(School of Electrical and Electronic Engineering,North China Electric Power University,Baoding 071003,China);RBF Neural Network for Fault Diagnosis of Rotor Winding Inter-turn Short Circuit in Stedm-turbin Generator[J];Electric Power Science and Engineering;2008-10
6 JIAN Xiao-gang~1 ZHANG Yan-wei~1 FENG Yue~21.School of Mechanical Engineering,Tongji University,Shanghai 200092,China;2.Jiaxing Foreign Languages School,Jiaxing 340001,China;Present state and perspectives of construction machinery fault diagnosis technology[J];Chinese Journal of Construction Machinery;2005-04
7 CHEN Min, HU Niao-qing , WEN Xi-sen (College of Mechatronics Engineering and Automation, National Univ. Of Defense Technology, Changsha 410073, China);The Application of Chaotic Oscillators in Early Detecting Rub-impact Fault of Rotor System[J];Journal of National University of Defense Technology;2001-01
8 WANG Sha, YANG Zhi-an, REN Zhong-jing(Science School, Jinan University, Jinan 250022, China);Analysis on the mutual information function for testing the electrical machinery's rotational speed by dynamic light scattering method[J];Optical Technique;2005-05
9 CUI Yan-ping~(1,2),FU Qi-feng~1,GE Xing-wei~3,LIU Yu-qiu~2 (1.College of Mechanical and Electronic Engineering,Hebei University of Science and Technology,Shijiazhuang Hebei 050054,China;2.Department of Mechanical Engineering,North China Electric Power University,Baoding Hebei 071003,China;3.Department of Mechanical Engineering,Hebei University of Technology,Tianjin 300130,China);The Usual Methods of Fault Diagnosis and Monitoring for Mechanical Equipment and Its Development Trend[J];Hebei Journal of Industrial Science & Technaology;2004-04
10 YAO Gui-yan,SUN Li-yuan,CHENG Xiu-fang,XUE Quan-hui (College of Mechanical Engineering Hebei Polytechnic University,Tangshan Hebei 063009,China);The Current Situation and Development of Fault Diagnosis[J];Journal of Hebei Institute of Technology;2005-03
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 ZHAO Hong-yu, LI Wei, SHENG De-ren, et al.;Study on Fault Diagnosis of Condenser Based on BP Neural Network[J];Power System Engineering;2004-06
2 ZHU Zhi-jian (Jiangsu Ligang Power Co. Ltd., Jiangyin 214444, China);Reconstruction of the Vacuum System of an Imported 350 MW Set[J];Power Equipment;2005-04
3 Tang Xiaojun(Electric Power Inst.of Shanghai,Shanghai 200090) Cui Po(Pozhou Cogenerating Plant,Bozhou 236800) Li Yong(Electric Power Uni.of Northern China,Beijing 102206) Li Ningjie(ECEPTRI,Shanghai 200437);A Study on Steam Condenser Fault Diagnosis Based on Back Propagation Artifical Neural Network[J];East China Electric Power;2002-01
4 Hu Dabin Hu Jinhui Wu Feng (Naval University of Engineering, Wuhan 430033);Realization of Control Software Based on KINGVIEW and MATLAB[J];Journal of Wuhan University of Technology;2005-02
5 SHI Yong, ZHANG Zhong-min, WU Yong-yun et al;ANALYSIS AND STUDY ON THE FAULT DIAGNOSIS METHOD OF VACUUM IN CONDENSOR FOR STEAM TURBINE UNIT[J];Thermal Power Generation;2004-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved