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《Mechanical & Electrical Engineering Magazine》 2003-05
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Fault detection with artifical neural network

ZHU Xu-dong, DAI Wen-zhan, LANG Yan-feng (Department Of Information And Electric, Hangzhou University of Commerce, Hangzhou 310012, China)  
As system runs, Faults are expected to occur . Increasedly attention are paid to fault detection and diagnosis, especially in the way of artificial neural network. This paper summarize some of current achievements and problems of this area.
【CateGory Index】: TP277
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【References】
Chinese Journal Full-text Database 6 Hits
1 XIE Hui(Insitute of Electrical Engineering,Guizhou University,Guiyang 550003,China);The technology of intelligent failure diagnosis in electeic motor control system[J];Machinery Design & Manufacture;2006-11
2 XIE Hui(Guizhou University,Guiyang 550003,China);Design and Application of the Failure Observer of the Electric Motor Control System[J];Machinery & Electronics;2006-02
3 WEI Xiao-bin,MA Xiao-ping,LI Ya-peng(College of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221008,China);Survey of Fault Diagnosis Technology[J];Colliery Mechanical & Electrical Technology;2009-01
4 TANG Gui-ji~1,TIAN Li-jie~1,TIAN Xue-hang~2(1 Mechanical Engineering Institute,North China Electric Power University,Baoding 071003,China;2 Department of Automation,North China Electric Power University,Beijing 102206,China);Research and Application of Artificial Neural Networks System in Intelligent Hybrid Fault Diagnosis Technology[J];Turbine Technology;2005-05
5 Wang liang,Li Baiquan,Zhang Jie (Jiangsu University,Zhenjiang 202013,China);PCA-BP Neural Network in Gear Fault Diagnosis and Analysis[J];Tractor & Farm Transporter;2005-02
6 HU Ai-jun , TIAN Li-jie, TANG Gui-ji, WANG Wei-zhen (Mechanical Engineering Institute, North China Electric Power University, Baoding 071003, China);Fault Diagnosis of Rotation Machine Based on Wavelet De-Noising Neural Network[J];Noise and Vibration Control;2005-05
【Citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Yuan;A Hierarchical System-level Diagnostic Algorithm[J];;1999-04
2 Liu Yiping; Shen Yi; Liu Zhiyan (P. O. BOX 327. Dept. of Control Engineering. Harbin Institute of Technology Harbin 150001 );An Fault Classifier Based on Neuro-Fuzzy Networks with Extension to Multi-sensor Fault Diagnosis[J];JOURNAL OF TRANSCLUCTION TECHNOLOGY;2000-01
3 Zhang Weiyi,Hou Liya (Nanjing University of Science and Technology,Nanjing 210094);Example Based Learning Network and Its Application for Fault Diagnosis[J];ACTA ELECTRONICA SINICA;1999-08
4 CAI Wei feng (Dept.of Automation,Nanjing University of Science & Technology,Nanjing,Jiangsu 210094,China);Intelligent Fault Diagnosis in Control System Based on Neural Network[J];Control and Instruments In Chemical Industry;2002-05
5 He Lingsong Wang Junfeng;Butterworth Based on Discrete Wavelet Transform and Its Application in Machine Fault Diagnosis[J];JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY;2000-10
6 Zhuang Zhe min, Huang Wei yi, Liu Shao qiang (Dept of Instrument Science, Southeast University, Nanjing 210096, China);Transducer Accuracy Enhancement Using Neural Networks[J];Acta Metrologica Sinica;2002-01
7 Li Dengyuan; Xie Guihai; Dong Guangbo; Chen Changshui (Postgraduate Team Teaching and Research Section of Computer Science,Ordnance Engineering College, Shijiazhuang, 050003);A SHAFT-COUPLING FAULT DIAGNOSTIC METHOD BASED ON FUZZY NERVAL NETWORKS[J];JOURNAL OF ORDNANCE ENGINEERING COLLEGE;1999-01
8 Lin Jianhui (Southwest Jiaotong University, Chengdu 610031);A Failure Diagnostic System Based on Hopfield Network[J];MECHANICAL SCIENCE AND TECHNOLOGY;1998-03
9 LU Baiquan and LI Tianduo(Department of Thermal Engineering, Tsinghua University·Beijing, 100084, PRC);An Approach of Fault Detection Based on Wavelet Network[J];CONTROL THEORY & APPLICATIONS;1998-05
10 SHI Hong_rui\+1, LIU Yong\+1, LIU Bao_kun\+1, LI Guang_quan\+2 (1. School of Automation, Tianjin University, Tianjin 300072, China; 2. School of management, Tianjin University, Tianjin 300072,China);RBFNN algorithm based on hybrid hierarchy genetic algorithm and its application[J];Control Theory & Applications;2002-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DENG Qin (E-engineering Department of Luoding Occupational Technology Institute, Luoding Guangdong 527200, China);A Research into the Availability of the Repairability System of Several Different Components Connected in Parallel[J];Journal of Aba Teachers College;2005-03
2 XIAO Yancai1,CHEN Xiuhai2,ZHU Hengjun1(1.School of Mechanical and Electronic Control Engineering,Beijing Jiaotong University,Beijing 100044,China;2.Beijing Electric Power Corporation,Beijing 100031,China);Improved Discrete Grey Model and Its Application[J];Journal of Beijing Jiaotong University;2008-01
3 SHEN Peng1,XU Jing-shuo1,YANG Hao2(1.Qingdao Branch,Naval Aeronautical Engineering Institute,Qingdao 264001,China;2.Military Representative Office Resident in Yanliang of Navel Armament Department,Xi’an 710089,China);Application of Wavelet Analysis on Gyro Signal Detecting[J];Ordnance Industry Automation;2007-10
4 Qiu Yue Liu Xiangqun Zhang Hongyue (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Fault detection and diagnosis of aero starter generator based on spectrum analyses[J];Journal of Beijing University of Aeronautics and Astronautics;2004-05
5 Xu Bo (School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Tang Hailong (School of Jet Propulsion,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Li Xingshan (School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);DTW based quantitative fault diagnosis of gas path component in turbofan[J];Journal of Beijing University of Aeronautics and Astronautics;2004-06
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 XU Xing-hua CAO Liu-lin (College of Information Science and Technology,Beijing University of Chemical Technology,Beijing 100029,China);Modeling of a chemical reactor with serial/parallel neural networks[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2006-04
8 Zhang Huiping Dai Bo Yang Wei(Department of Automation,Beijing Institute of Petro-chemical Technology,Beijing 102617);Application and Development of Modern Control Theory in Process Industry[J];Journal of Beijing Institute of Petro-Chemical Technology;2006-03
9 Ye Yinzhong;Strategy of safety guard system against manual misoperation and its realization[J];Ship Engineering;2001-02
10 PENG Zhao,WANG Wen-hui, ZHOU Dong-hua(Dept.of Automatic,Tsinghua University, Beijing 100084, China);Multiple fault diagnosis of hybrid systems based on semi-qualitative method[J];Journal of Changchun Post and Telecommunication Institute;2004-04
China Proceedings of conference Full-text Database 10 Hits
1 Li Zhiqiang Yan JianShang Liu Limin Xue ZhouCheng Optics and Electric Department Ordnance Engineering College ShiJiaZhuang 050003,China;The Design of Concentrating-gradation Type Radar Trouble-Shooting Training-Simulator[A];[C];2001
2 Hao Hui, Wang Nanhua(Beijing Institute of Control Engineering, Beijing, 100080);Research on the Application of Wavelet Analysis in GNC Subsystem Fault Diagnosis of Manned Spaceship[A];[C];2005
3 Liao Ying~2 Wu Bin~1 Cao Deng-gang~2 Lu Xiao-Hui~3 (1.College of Spaceflight & Material Engineering,National University of Defense Technology,Hunan,Changsha,410073)(2.College of Information Eagineering,Xiangtan University,Hunan,Xiangtan,411005)(3.College of Mechanical Engineering and Automation,National Univ.of Defense Technology,Hunan,Changsha,410073);Research on Fault diagnosis of Missile Electromechanical Actuators Based on Adaptive Observation[A];[C];2008
4 ZHOU Xiao-yong YE Yin-zhong Department of Electric Engineering,Shanghai Maritime University,Shanghai 200135,China;Fault Detection Method Based on Wavelet Multiresolution Analysis[A];[C];2005
5 ZHANG Bai CHEN Min-ze ZHOU Dong-hua Department of Automation,Tsinghua University,Beijing 100084,China;Fault Diagnosis for Non-linear/Non-Gaussian Stochastic Systems[A];[C];2005
6 WANG Zhan-shan ZHANG Hua-guan 1.School of Information Science and Engineering,Northeastern University,Shenyang 110004,China; 2.Department of Information Engineering,Shenyang Ligong University,Shenyang 110045,China;Design of Residual Generator for Singular Bilinear Systems[A];[C];2005
7 YANG Hao JIANG Bin College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China;Fault Tolerant Control Based on Progressive Accommodation[A];[C];2005
8 ZANG Shu ZHOU Dong-hua(1.Department of Engineering,Zhenjiang Watercraft College,Zhenjiang 212003,China;2.Department of Automation,Tsinghua University,Beijing 100084,China);Design of fault prediction system for monitoring the operation state of watercraft diesel[A];[C];2005
9 WANG Hai-ming(QiLu Petrochemical Corp,ZiBo 255400,China);The methods of fault diagnosis based on rough sets and ANN[A];[C];2005
10 YANG Tao LI Yuan LIU Yu-mei(1.School of Information Engineering,Shenyang Institute of Chemical Technology,Shenyang 110142,China;2.Automatic Department,Liaoning Petro-chemical Vocational Technical College,Jinzhou 121001,China);A study on multi-agent oriented CMD integrated system[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 TIAN Hong ping,ZHANG Jia dong (College of Mechanical and Electrical Engineering, Northern Jiaotong University, Beijing 100044,China);Research of Fault Diagnosis System on Locomotive Circuit[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;2000-04
2 XIE Huo-ming,TANG Tao (School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing 100044,China);Design and Implementation of CAN Controller Driver Based on VxWorks[J];Journal of Northern Jiaotong University;2005-02
3 JIANG Yu, CHEN Xun, YANG Xue (College of Electromechanical Engineering and Automation, National University of Defence Technology, Changsha 410073, China);Research and Development of Intelligent System for Fault Diagnosis[J];Ordnace Industry Automation;2002-02
4 REN Rui (Dept. of Armament Products,NO.58 Research Institute of China Ordnance Industry,Mianyang 621000,China);CAN-Bus Communication Protocol Design[J];Ordnance Industry Automation;2007-03
5 YANG Ya wei ZHANG Ming lian (Beijing University of Aeronautics and Astronautics,Dept.of Automatic Control);Stabilizing Triple-Inverted Pendulum Using Computer[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;2000-03
6 CHEN Qiang1,2),ZHENG Deling1),LI Xiangping3)1) Information Engineering School,University of Science and Technology Beijing,Beijing 100083,China 2) Machinery and Power-generating Equipment Engineering School,Jiangxi University of Science and Technology,Ganzhou 341000,China 3) Continue Education College,Jiangxi University of Science and Technology,Ganzhou 341000,China;Faults diagnosis model based on artificial immunity and its application[J];Journal of University of Science and Technology Beijing;2007-10
7 Cao Yuanda;Zhou Qing (Institute of Artificial Intelligence, Beijing Institute of Technology, Beijing 100081);Hybrid Knowledge Model and Its Implementation in a Diagnostic Expert System[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1995-03
8 Lian Xiaoqin; Wang Xinyi; Zhu Ziaoyan(College of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081);A Study on the Fuzzy Reasoning Algorithm for Fault Diagnosis Systems[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1996-01
9 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
10 YANG Qi-ping 1,XUE Wu-de 1 ,LAN Zhi-da 2 (1.Shanghai Institute of Electric Power,Shanghai200090,China;2.East China Electric Power Test&Research Institute,Shanghai200437,China);Research on Diagnosing Techniques of Transformer Faults[J];Transformer;2002-10
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 HAN Rui,QIN Hong-lei,CONG Li,JIN Tian (Department of Electronic and Information Engineering,BUAA,Beijing 100191,China);A Two-Stage Fault Detection Structure for JIDS/SINS/GPS Integrated Navigation System[J];Avionics Technology;2008-03
2 ZHU Songqing~(1,2),SHI Jinfei~1(1.College of Mechanical Engineering,Southeast University,Nanjing 211189,China;2.College of Electrical Engineering,Xuzhou Normal University,Xuzhou 221008,China);PCA Approach to Condition Monitoring and Fault Diagnosis[J];Machine Tool & Hydraulics;2007-01
3 Xu Xin Pan Mingzhi Wang Jingyu Pan Hongxia(North University of China,Taiyuan,Shanxi,030051,China);Research on Fault Diagnosis Based on Neural Networks[J];Mechanical Management and Development;2007-02
4 GONG Hai-peng,SONG Hua-fen(Institute of Gas Turbine,Shanghai Jiaotong University,Shanghai 200240,China);Fault diagnosis of gas turbine rotor based on wavelet packet and internal recurrent neural networks[J];Gas Turbine Technology;2007-04
5 CUI Yu-li;Research and Application of Intelligent Fault Diagnosis Technique for Hydraulic Drive System of Engineering Machinery[J];Chinese Hydraulics & Pneumatics;2007-08
6 LIU Ai-ping,ZOU Li-hua,DAI Su-liang,DONG Bo(Civil Engineering School,Lanzhou Jiaotong University,Lanzhou,730070,China);STUDY ON WAVELET-PACK DE-NOISING TREATMENT FOR VIBRATION CONTROL[J];Journal of Vibration and Shock;2008-02
7 CUI Yu-li(Engineering College,Linyi Normal University,Linyi 276005,China);Application of Intelligent Fault Diagnosis Technique for Hydraulic Drive System of Engineering Machinery[J];Machine Building & Automation;2007-04
8 HUO Jian-zhen(Department of Physics,Linyi Normal University,Linyi 276005,China);Research of Intelligent Fault Diagnosis Technique for Machinery Hydraulic System[J];Machine Building & Automation;2009-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Huang Anya * Chen Zhaoneng ** Zhu Jimei *** *SUES ** SJTU *** USST;An Integrated Diagnosis Model based on Neural Networks and D S Evidential Reasoning[J];;1998-03
2 SUN Ying-kai 1, ZHANG Bang li 1, CAO Long han 2, CAO Chang xiu 1 (1. College of Automation,Chongqing University,Chongqing 400044,China; 2. Chongqing Communication College, Chongqing 400035,China);Artificial Neural Network Fault Diagnosis System Based on Rough Set Theory[J];Journal of Chongqing University(Natural Science Edition);2000-06
3 YANG Shi xi,WU Zhao tong,YAN Gong biao;Study on an Adaptive Parallel Genetic Algorithm[J];ENGINEERING DESIGN;1999-02
4 Liu Jin; Lu Jingui; Zhou Ji; Chang Bojun (Dept of Astronautics and Mechanics);Study on BP Algorithm Used in Multilayer Neural Networks[J];JOURNAL OF HARBIN INSTITUTE OF TECHNOLOGY;1994-06
5 Zhang Xiaodong, Miao Xiaoyan, Zhu Jun (Xi'an Jiaotong University,Xi'an 710049,China);A Study on Fuzzy Neural Network Diagnosis Modelling[J];JOURNAL OF AEROSPACE POWER;2000-02
6 Hu Changhua\ Zhang Junbo Section 302, The Second Artillery Engineering College, Xi'an, 710025 Li Xuefeng Beijing Aerospace Automatic Control Institute, Beijing 100854;A Method of Fault Detection and Diagnosis Based on Wavelet and Artificial Neural Networks[J];AEROSPACE CONTROL;2000-02
7 ZHOU Min qi,XU Jun (BeijingInstitute of Rado'Measurement,Beijing 100854,China);Fault Diagnosis in Control System[J];Computer Automated Measurement & Control;2000-03
8 Zhou Donghua, Xi Yugeng and Zhang Zhongjun (Department of Automatic Control,Shanghai Jiaotong University);Detection and Diagnostics of Parameter Jump for A Class of Nonlinear Systems[J];Control Theory & Applications;1991-03
9 ZHANG Ping, WANG Guizeng and ZHOU Donghua (Department of Automation,Tsinghua University·Beijing,100084,P.R.China);Fault Diagnosis Methods for Dynamic Systems[J];CONTROL THEORY & APPLICATIONS;2000-02
10 Li Xu (Beijing University of Posts & Telecommunications) Xu Xinhe(Northeastern University);The Application of Genetic Algorithm in Fault Diagnosis Expert System[J];CONTROL AND DECISION;1998-04
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