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《JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY)》 1999-03
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Hybrid intelligent diagnostic method for large steam turbine generator sets

JIANG Dongxiang, NI Weidou Department of Thermal Engineering, Tsinghua University, Beijing 100084, China  
In order to improve the ability of condition monitoring and fault diagnostic system, a hybrid intelligent diagnostic method for condition monitoring and fault diagnosis of large steam turbine generator sets is proposed. This method integrates different intelligent diagnostic techniques, includes signal analysis, fuzzy logic, fuzzy pattern recognition, fuzzy neural network and knowledge based systems. It has been used to monitor, analyze and diagnose the condition of thermal system and vibration faults of machinery in power plants.
【Fund】: 国家攀登计划
【CateGory Index】: TM311.07
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【References】
Chinese Journal Full-text Database 10 Hits
1 Fang Ruiming1 Ma Hongzhong2 (1. Huaqiao University Quanzhou 362021 China 2. Hohai University Nanjing 210098 China);Classification of Induction Machine Rotor Faults Based on Least Square Support Vector Machine[J];Transactions of China Electrotechnical Society;2006-05
2 Yu Gang , Gao Zhengping , Xu Zhigao , Yao Xuezhong (Southeast University, Nanjing 210096, China) (Luohe Power Plant, Huainan 232008, China);A TURBINE-GENERATOR UNITS FAULT DIAGNOSIS SYSTEM BASED ON INTEGRATION OF FUZZY NEURAL NETWORK AND EXPERT SYSTEM[J];Automation of Electric Power Systems;2004-04
3 Huang Wentao, Zhao Xuezeng, Wang Weijie, Dai Lizhou (Harbin Institute of Technology, Harbin 150001, China);ROUGH SET MODEL FOR VIBRATION FAULT DIAGNOSIS OF STEAM TURBINE-GENERATOR SET[J];Automation of Electric Power Systems;2004-15
4 CHEN Li an, ZHANG Pei ming, LEI De sen (Fuzhou University, Fuzhou 350002, Fujian Province, China);APPLICATION AND PROSPECT OF ARTIFICIAL INTELLIGENT IN ELECTRICAL EQUIPMENTS[J];POWER SYSTEM TECHNOLOGY;2000-07
5 JIANG Lei,YANG Jun-bao(School of Thermal Power and Environmental Engineering,Shanghai University of Electric Power,Shanghai 200090,China);Development of Boiler Fault Diagnosis Technique in Power Plant[J];Journal of Shanghai University of Electric Power;2010-06
6 LU Xue-jun; MIU Si-en; GU Huang; et al.;Calculating Fuzzy Value in Fault Diagnosis of Turbine Generator Sets[J];POWER SYSTEM ENGINEERING;2000-05
7 ZHANG Ming-jun,XU Jian-an (School of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001,China);Research on modeling of wire electronic discharge machine status-manufacturing based on artificial neural networks[J];Journal of Harbin Engineering University;2003-05
8 Wang Zhi(Harbin Hua'neng Central Heating Co.,Ltd.,Harbin 150001,China);Discuss on the Importance of Boiler House Safety Equipment[J];Value Engineering;2010-15
9 WU Guo-an,LIU Chun-sheng,XUE Ya-li(College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Study of Boiler Fault Diagnosis Based on Wavelet Neural Network and Its Applications[J];Computer and Modernization;2013-07
10 Xu Weijie Wan Jun;Synthesis Fuzzy Pattern Recognition for Rotor Fault Diagnosis of Turbogenerator Set[J];Sichuan Electric Power Technology;2002-06
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Jiang Dongxiang, Ni Weidou Department of Thermal Engineering, Tsinghua University;Architecture and cooperation of a distributed intelligent diagnostic system for large scale power plants[J];;1996-07
2 Ni Weidou, Jiang Dongxiang, Yu Wenhu  , Zhang Gaohe  Department of Thermal Engineering, Tsinghua University, Beijing 100084; Shandong Electric Power Research Institute, Jinan 250021;System of performance and vibration remote monitoring and diagnosis for large power plants[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1997-S1
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 Zhao Wentao,Wang Shumin,Zhu Guiping,Pan Yinxuan Tsinghua University,Beijing 10 0 0 84 ,China;INTERNET-BASED POWER QUALITY MONITORING AND ANALYZING SYSTEM[J];Automation of Electric Power Systems;2002-06
2 YANG Jin_fu 1,LI Wei_qun 1,YU Da_ren 2,WEI Bao_lin 3 (1. Heilongjiang Electric Power Co,Ltd, Harbin 150001, China; 2. Harbin Institute Technology, Harbin 150001, China; 3. Heilongjiang Electric Power Research Institute, Harbin 150030, China);Remote Technical Management Support System for Thermal Power Plant Based on Man-in-loop Thought[J];Heilongjiang Electric Power;2002-04
3 Feng Yun_qing Liu Gui_xiong Zhou De_guang Zheng Shi_xiong (Dept of Mechatronic Eng., South China Univ. of Tech., Guangzhou 510640, China);Remote Testing Technology Based on Internet (Ⅱ): Some Key Technologies for Server[J];Journal of South China University of Technology(Natural Science);2001-09
4 XIEMaoqing ( 谢茂清) ,RENTingjin ( 任挺进) ,YANDezhong ( 闫德中) ,GUOJingrong ( 郭京蓉) ,Zen Wang★, C. L. Jen★ Departmentof Thermal Engineering, Tsinghua University, Beijing 100084 ; ★GSESystemsInc. Columbia, Maryland 21045 , U-S-A-;Future Applications of Power Plant Simulators ———Total Plant Solution System[J];清华大学学报(自然科学版英文版);1999-04
5 HE Yongyong~1,REN Jishun~2,CHEN Wei~2,CHU Fulei~1(1.Department of Precision Instruments and Mechanology,Tsinghua University,Beijing 100084,China;2.Beijing OrientGE Research Institute,Beijing 100084,China);Remote condition monitoring,tracking analysis and fault diagnosis system for hydropower sets[J];Journal of Tsinghua University(Science and Technology);2006-05
6 JIANG Dongxiang, NI Weidou, WANG Minhan, TAO Yan, ZHENG Song  Department of Thermal Engineering, Tsinghua University, Beijing 100084, China; Simulation Institute, Huaneng Fuzhou Power Plant, Fuzhou 350200, China;Application of performance monitoring and diagnostic system on 350MW power plant simulation systems[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1998-08
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Song Dengxuan; Du Yongping;Zeng Zhaoxiang;Wang Qingwen(Department of Mechanical Engineering,Northern Jiaotong University, Beijing 10004);The Research of Ferrography Condition Monotoring for Dong-Feng Type Locomotive Diesel Engine[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1994-01
2 Jian Pingwen(Department of Mechanical Engineering,Northern Jiaotong University,Beijing 100044);Dong-Feng_7 Diesel Locomotive Vibration Analysis[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1995-02
3 JIANG Yu (College of Electromechanical Engineering and Automation, NUDT. Changsha 410073, China);The Construction of RMDS for Armament Based on Military Network[J];Ordnace Industry Automation;2000-04
4 GONG Zhao-hui (No. 58 Research Institute of China Ordnance Industries, Mianyang 621000, China);A Preliminary Exploration on FMS Distributed Control System Based on Autonomic Cells' Negotiation[J];Ordnace Industry Automation;2001-03
5 Xu Xiaoli 1 Liang Fuping 2 Xu Baojie 1 Han Qiushi 1 Wang Weizhen 1 (1 Department of Mechanical Engineering,2 Department of Mach.-Electronic Engineering, Beijing Institute of Machinery Industry, Beijing 100085 );DEVELOPMENT AND STUDY OF THE MONITORING AND PREDICTING TECHNOLOGY TO THE CONDITIONS OF ROTARY MACHINERY[J];Journal of Beijing Institute of Machinery;1999-04
6 Zhang Jianhua\ \ Wang Zhanlin (Beijing University of Aeronautics and Astronautics,Dept.of Automatic Control);FAULT DIAGNOSIS BASED ON FUZZY NEURAL NETWORKS[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-04
7 ZHANG Jin-ming LI Yin-wu (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China);On the network-based remote diagnosis expert system[J];Journal of Beijing University of Chemical Technology;2003-05
8 Li Deying 1, Xie Hui 2(1.Beijing Laboratory of Heating, Gas-supply, Ventilation and Air-conditioning, Beijing Institute of Civil Engineering & Architecture, Beijing 100044; 2.School of Enviroinmental Science & Engineering, Tianjin University, Tianjin 300072);Generalized Fault Tree Knowledge Representation Method for Air-conditioning System Fault Diagnosis[J];Journal of Beijing Institute of Civil Engineering and Architecture;2005-02
9 Yuan Hongfang Shi Tianyun Wang Xinyi (School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing100081);The Synthetic Fuzzy Inference Algorithm in Fault Diagnosis Expert System[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-06
10 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
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YANG Guang1,2, WU Xiao-ping1(1. Department of Information Security, Naval University of Engineering, Wuhan 430033, China; 2. Department of Watercraft Engineering, Zhenjiang Watercraft College, Zhenjiang 212003; China);Study on the feature knowledge acquisition method of ship equipment fault diagnosis[J];Ship Engineering;2009-01
2 WANG Ying-xin,MAO Yu-qiang (Department of Social Science,Mathematics and Physics,Chengde Petroleum College,Chengde 067000,Hebei,China);Application of Rough Sets in Fuzzy Petri Nets[J];Journal of Chengde Petroleum College;2011-02
3 ;A Kind Of Synthetical Treatment Arithmetic Based On Sensor Data[J];Sensor World;2006-04
4 CAI Jin-yan, XIAO Xiao-feng, LIANG Yu-ying, MA Sa-sa(Dept. of Optics and Electronic Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);Review of the Intelligent Monitoring and Diagnosis Technology for Electronic Equipment[J];Journal of Test and Measurement Technology;2005-02
5 LI Wen-xia 1,LAN Hua 1,WANG Chun-ying 2 (Department of Electrical Engineering,Northeast China Institute of Electric Power Engineering,Jilin City 132012);Exracting Rotor Fault Features of Induction Motors Using Cross Power Spectrum[J];Journal of Northeast China Institute of Electric Power Engineering(Natural Science Edition);2003-04
6 MA Hui1,CHEN Xue-lian2,WANG Kai3,WEN Bang-chun1(1.School of Mechanical Engineering & Automation,Northeastern University,Shenyang 110004,China;2.Department of Information Engineering Liaoning Communication College,Shenyang 110122,China;3.Liaoning Province Expressway Management Bureau,Shenyang 110003,China.);On the Rub-Impact Fault of Bearings Due to Oil Film Instability[J];Journal of Northeastern University(Natural Science);2007-09
7 JI Qiao-ling CAI Wei-you QI Wei-min CHENG Yuan-chu (Wuhan University,Wuhan 430072,China);Modified Elman Neural Network and Its Application to Fault Diagnosis of Hydroelectric Generating Set[J];Dam Observation and Geotechnical Tests;2005-06
8 SHI Chao,WEI Yu(College of Information Science and Engineering,Wuhan University of Science and Technology,Wuhan 430081,China);Fault Diagnosis Way Based on RELAX Algorithms in Frequency Domain in Squirrel Cage Induction Motors[J];Electrical Measurement & Instrumentation;2010-08
9 Liu Zhenxing Zhang Zhe Yin Xianggen Wu Jieyu (Huazhong University of Science and Technology 430074 China);A New Approach of On-Line Condition Monitoring and Fault Diagnosis for the Squirrel-Cage Induction Motor[J];Transactions of China Electrotechnical Society;2002-04
10 LI Guo1,WANG Xiao-bing2,DU Jun1,LI Xue-ren1(1.The Engineering Institute of the Air Force Engineering University,Xi'an 710038,China;2.Aviatic Vocational Technique College,Yanliang 710089,China);Synthetical filter arithmetic for flight data[J];Electronics Optics & Control;2007-02
China Proceedings of conference Full-text Database 4 Hits
1 Ding Guangbin,Pang Peilin Hebei University of Engineering,Handan 056038,Hebei,P.R.China;Fault Diagnosis Method Based on Wavelet Neural Network for Power System Turbo-Generator[A];[C];2007
2 CUI Feng-liang(Dongying Power Supply Company,Dongying 257091,Shandong Province,China);Research for the intelligent operating system of the substation electrical apparatus[A];[C];2006
3 Sun Tao Gao AiJun The 705 Research Institute,China Shipbuilding Industry Corporation,Xi'an,710075,China;The Study on Automatic Recognition Method of Vibration Frequency of Power System Based on DFT[A];[C];2010
4 Li Wei Wang Hui Sheng Zhang GuangYuan Mi Chao Wei (Opto-electronics Facility,Wuhan Ordnance Noncommissioned Officers School, Wuhan,Hubei,430075,China);Analysis of Fault Diagnosis for Laser Range Finder Based on Neural Network System and Expert System[A];[C];2010
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