Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Dam Observation and Geotechnical Tests》 2002-03
Add to Favorite Get Latest Update

COMPUTERIZED MONITORING & CONTROL SYSTEM OF HYDROPOWER PLANT BASED ON NEURAL NETWORK AND EXPERT SYSTEM

Yang Tingyong, Shi Chong(Nanjing Automation Research Institute, Nanjing 210003, China)  
After analysis of the current techniques of computerized monitoring and control systems of hydropower plants in China, a new computerized monitoring and control system based on elegant incorporation of expert system with neural network is put forward. Furthermore, multi neural network and data fusion techniques are also introduced into the system. In this paper, the system framework and its corresponding function modules are introduced in detail.
【CateGory Index】: TV736
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 4 Hits
1 Yang Tingyong, Shi Chong (Nanjing Automation Research Institute, Nanjing 210003, China);A CONCISE WAY TO REALIZE REAL-TIME DATABASE OF THE EQUIPMENT FAULT DIAGNOSIS EXPERT SYSTEM FOR HYDROPOWER PLANTS[J];Dam Observation and Geotechnical Tests;2002-06
2 Chen Xiyang, Zhang Kewei, Peng Yucheng (Huazhong University of Sicence &. Technology, Wuhan 430074, China);IMPLEMENTATION STRATEGIES AND FRAMEWORK DESIGN OF HYDRO-GENERATING UNIT CONDITION MAINTENANCE SYSTEM[J];Dam Observation and Geotechnical Tests;2004-02
3 LIU Bin, CHEN Rong-zhou, HE Xiu-ru (Wuhan University, Wuhan 430072, China);Research of ANFIS-based Hydro-generator Unit Diagnosis[J];Dam Observation and Geotechnical Tests;2005-02
4 CHEN Xi_yang,Zhang Ke_wei (Huazhong University of Sicence&Technology,Wuhan430074,China);The Condition Maintenance Decision Support System of Hydrogenerator Set[J];Large Electric Machine and Hydraulic Turbine;2004-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Qingfeng,YIN Jiuren(Institute of Fundamental Mechanics & Material Engineering,Xiangtan University,Xiangtan411105,China);Status quo and prospects of the neural network intelligence and ability diagnosis in concrete structure[J];Sichuan Building Science;2007-01
2 QIAO Bing, ZHENG Wen - tao, ZHANG Shi - hong, QU Zhou - de (Institute of Metal Research, Chinese Academy of Sciences, Shenyang 110016, China);Establishment of constitutive model of superalloy GH648 based on BP neural network[J];Ordnance Material Science and Engineering;2004-04
3 WANG Ji-sheng1, HUANG Wei-gong2, YU Jun-xin2, WEI Yuan-wen1 (1. Dept. of graduate, Sichuan Institute of Technology, Chengdu 610039, China; 2. Dept. of Mechanical, Sichuan Institute of Technology, Chengdu 610039, China);Application of Wavelet Neural-Networks in Intelligent Diagnosis[J];Ordnance Industry Automation;2003-05
4 WANG Wei, LI Hong-ru (Dept. of Missile Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);Fault Diagnosis of Launching and Controlling System for Missile Ground-testing Based on State Monitoring[J];Ordnance Industry Automation;2006-01
5 LIU Zhen,LIN Hui(College of Automation,Northwestern Polytechnical University,Xi'an 710072,Shaanxi,China);Research on Intelligent Built-in Test Fault Diagnosis of More-electric Aircraft Electrical Power System[J];Acta Armamentarii;2007-11
6 WANG You-hua LIU Zhen-juan LI Hong-guang (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029,China);Fault diagnosis with hybrid integrated neural network[J];Journal of Beijing University of Chemical Technology;2003-01
7 DAI Rui(Institute Control Engineering Key Laboratory ChongQing Communication Institute,Chongqing 400035,China);Intelligent Fault Diagnosis Based on RBF Neural Network[J];Journal of Beijing Union University(Natural Sciences);2009-02
8 WU Hong-qi1,LIU Xia1,JIA Hong-bin2,LIU Feng-ling1(1.Dept.Electronics & Elect.Engn.,Baoji Univ.Arts & Sci.,Baoji 721007,Shaanxi,China;2.Baoji Power Supply Bureau,Baoji 721004,Shaanxi,China);Research in ANN of transformer fault diagnosis[J];Journal of Baoji University of Arts and Sciences(Natural Science Edition);2006-02
9 ZANG Hong-zhi1,YU Xiao-dong2 (1.Shandong Electric Power Research Institute,Jinan 250002,China;2.Shandong Insititute of Light Industry,Jinan 250343,China);Transformer Fault Diagnosis Based on Rough Set and Support Vector Machine[J];Transformer;2008-08
10 TANG Ci,ZHANG Zhi-wen(Hunan University,Changsha 410082,China);Application of Gene Handling Genetic Algorithm to Optimum Design for Transformer[J];Transformer;2009-05
China Proceedings of conference Full-text Database 10 Hits
1 Yu Feng LiYunHua FanShengTao (School of Automation, Beijing University of Aeronautics and Astronautics, Beijing 100191, China );APPLICATION OF MODIFIED BP NEURAL NETWORK IN TRANSMISSION-LINE SYSTEM FAILURE PATTERN RECOGNITION[A];[C];2008
2 Meng Yafeng Cai Jinyan Han Chunhui Department of Optics & Electronics Engineering,Ordnance Engineering College,Shijiazhuang 050003;The application of Fault Diagnosis Expert System Based on Neural Network for Radar[A];[C];2003
3 Cai Lin Chen Jiabin Huang Yuancan Xu Jianhua (School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China);Expert system for fault diagnosis in satellite attitude determination system based on artificial neural network[A];[C];2005
4 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
5 Zhong Xiaojiang Tong Weiguo Li Baoshu (College of Electrical and Electronical Engineering,North China Electric Power University,Baoding 071003,China);Wavelet analysis application in fiber grating sensing signal processing[A];[C];2007
6 CAIJuan (College of Eiectrical and Information Engineering, Hunan University, Changsha 410082);The Sensor Fault Detection Based on The Wavelet Transform[A];[C];2008
7 JIANG Shao-fei~1 YANG Xiao-nan~1 ZHANG Li-zhu~2 (1.School of Civil Engineering,Shenyang Jian Zhu University,Liaoning,Shenyang 110168,China; 2.College of Vocational Technique,Shenyang Jian Zhn University,Liaoning,Shenyang 111000,China);Damage identification of a steel structure based on wavelet probabilistic neural network[A];[C];2005
8 Chen Tao 1 Wang Shao-Hong 1, 2 Xu Xiao-li 1, 2 (1 Beijing Institute of Technology, 100081 2 Beijing Information Science & Technology University, 100192);Study on Chaos Neural Network Prediction Method for Rotating Machinery[A];[C];2008
9 Xie Ping Lin Hongbin Wang Xiao Liu Bin(Electric College, Yanshan University, Qinhuangdao 066004, China);Study on a Multi-entropy Monitoring Method Used in Fault Diagnosis[A];[C];2004
10 Xu Dongfang Deng Feiqi (College of Automation, South China University of Technology,Guangzhou 510640,China);Artificial Fault Diagnosis System Based on Data Fusion Algorithm[A];[C];2004
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 XIAO Xiao-feng,CAI Jin-yan,LI Wen-zhao (Ordnance Engineering College,Shijiazhuang 050003,Hebei,China);Conclusions Synthesis Method of Multi-diagnosis Agent Based on Evidence Theory[J];Acta Armamentarii;2006-04
2 JU Wan qun,HAN Qiu shi (Department of Mechanical Engineering, Beijing Institute of Machinery, Beijing 100085,China);The application of neural network and the rule base in the expert system of the large scale rotary machines[J];Journal of Beijing Institute of Machinery;2001-01
3 Luo Dehan\ Chen Weihai (Beijing University of Aeronautics and Astronautics,Dept. of Mechanical and Electronical Engineering);ANN Based Expert System and Its Application to Fault Diagnosis[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1998-05
4 CI Jian ping 1, ZHANG Wei min 1, NA Rong qi 1, TANG Hua 2 (1 School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing100081, China; 2 School of Mechano Electronics Engineering, Beijing Institute of Tec;Genetic Algorithms in Compressor Failure Diagnosis[J];Journal of Beijing Institute of Technology;2001-03
5 Shi Tianyun\ Wang Xinyi\ Zhang Zhijing\ Zhu Xiaoyan (School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing\ 100081);Application of Combination of Neural Network and Fuzzy Fault Diagnosis Expert System[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1998-01
6 Deng Deyu Shen Jing Quan Gang (Department of Information Engineering,Northeast China Institute of Electric Power Engineering,Jilin City 132012);An ANN-Based Expert System for Failure Diagnosis and Robust Analysis[J];JOURNAL OF NORTHEAST CHINA INSTITUTE OF ELECTRIC POWER ENGINEERING;1996-04
7 Sun Hui (Department of Electric Power Engineering,Northeast China Institute of Electric Power Engineering,Jilin City 132012) Jiang Mei (Computation Centre,Northeast China Institute of Electric Power Engineering,Jilin City 132012) Chen Jixia (Audi;Application of Grey Theory in Long-Medium Term Power Load Forecasting[J];JOURNAL OF NORTHEAST CHINA INSTITUTE OF ELECTRIC POWER ENGINEERING;1997-02
8 Zhou Qifeng, Cai Weiyou (Wuhan University, Wuhan 430072, China);VIBRATION MONITORING AND FAULT DIAGNOSIS FOR HYDRAULIC SETS[J];Dam Observation and Geotechnical Tests;2002-03
9 Hua Bin, Zhou Jianzhong (Huazhong University of Science and Technology, Wuhan 430074, China);THE DATA FUSION ALGORITHM FOR HYDROPOWER GENERATOR UNIT FAULT DIAGNOSIS[J];Dam Observation and Geotechnical Tests;2004-01
10 Hua Bin, Zhou Jianzhong, Zhang Li, Fu Bo Huazhong University of Science and Technology, Wuhan 430074, China;APPLICATION OF BAYESIAN NETWORKS TO CONDITION-BASED MAINTENANCE OF HYDROELECTRIC SETS[J];Dam Observation and Geotechnical Tests;2004-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHU Ben-kun (ZhenJiang College,ZhenJiang 212003,China);Research on the fault diagnosis of ship generating unit based on wavelet network[J];Ship Engineering;2008-06
2 LI Tianzhi,ZHANG Ying(Three Gorges Hydropower Plant,Yichang 443133,China);Analysis of Condition Monitoring and Fault Diagnosis System for the Hydrogenerating Units of Three Gorges Left Bank Hydropower Station[J];Hydropower Automation and Dam Monitoring;2007-02
3 QU Zhao1,LAI Xu2,SHENG Wang1(1.Dept.of Electronics & Communication Engineering,Changsha Univ.,Changsha 410003,China;2.Laboratory of Transient and Control of Hydropower Station,Wuhan Univ.,Wuhan 430072,China);Condition maintenance modes for hydro units[J];East China Electric Power;2008-01
4 LIU Yan,LI Shiqi,DUAN Xueyan(Huazhong University of Sci & Tech,Mechanical Science & Engineering,Wuhan Hubei 430074,China);Research on Intelligent Maintenance Technology for Diesel Using Bayesian Networks[J];Machine Tool & Hydraulics;2008-04
5 SUN Wei,DONG Zhi-wei,LEI Xiong-bo;Application of PSTA2003 Hydraulic Unit Condition Monitoring and Tracking Analysis System in Shuibuya Power Plant[J];Central China Electric Power;2009-05
6 LIU Li-feng(Northwest Hydro Engineering Consulting Engineers,CHECC,Xi'an 710065,China);Fault diagnosis of the vibration of turbogenerator units based on GA neural network and evidence theory fusion[J];Northwest Hydro Power;2006-04
7 Chen Xiyang,Zhang Kewei(Huazhong University of Science and Technology,Wuhan Hubei 430074);Research on Diagnosis Alliance Policy for Hydro-generator Sets[J];Water Power;2006-07
8 Qu Zhao1,Lai Xu2,Sheng Wang1(1.Changsha University,Changsha Hunan 410003; 2.Laboratory of Transients and Control of Hydropower Station,Wuhan University,Wuhan Hubei 430072);A Preliminary Exploration of Condition Maintenance for Hydroelectric Set[J];Water Power;2007-03
9 SHENG WANG LAI XU QU ZHAO;A Network System for Hydroelectric Generating Set Vibration Monitoring and Fault Diagnosis[J];Microcomputer Information;2008-07
10 LIU Feng, YANG Xiao-ping, LIU Xiao-li, JIA Rong (Xi'an University of Technology ,Xi'an 710048,China ; GANSU HEXI Hydropower CO. LTD);Research on Fault Diagnosis of Expert System for Turbine Generator Unit Vibration Unit Based on Neural Network[J];Journal of Xi'an University of Technology;2003-04
China Proceedings of conference Full-text Database 2 Hits
1 CHEN Zhi-dong, LIU Chuan-he (Bengbu Tank Institute of the PLA, Bengbu 233013, China.;Fault Diagnosis Expert System on One Certain Fire Control System of Tank Based on BP Neural Network[A];[C];2006
2 Wanglixia~1 Caijinding~1 Linliqing~2;Fault Diagnose Expert System Based on GA-BP Neural Network Applies in the Hydraulic Turbine Unit[A];[C];2006
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved