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《Automotive Engineering》 2003-06
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Car Fault Diagnosis System Based on FNN and Rule-based Inference

Wu Helei & Zhu Shan'an Zhejing University,Hangzhou 310027  
Three fault diagnosis methods,i.e.fuzzy inference,rule-based inference and the combination of both,are analyzed and their shortcomings in studying the relation between symptoms and causes of mechanical fault are also pointed out in this paper.Based on these,an advanced method is educed,in which the fuzzy neural network(FNN)instead of fuzzy inference is used and combined with rule-based inference.The result of a sample diagnosis on a real car shows that the method is effective.
【CateGory Index】: U472
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Chinese Journal Full-text Database 3 Hits
1 Mei Shengmin; Xu Hongchang; Zhang Youzhen (Department of Mechanical Engineering, NUAA Nanjing, 210016);Fuzzy Reasoning Method in Expert System for Fault Diagnosis[J];TRANSACTIONS OF NANJING UNIVERSITY OF AERONAUTICS & ASTRONAUTICS;1995-04
2 Wu Jinpei Xiao Jianhua (Institute of Information Science,Wuyi University Jiangmen of Guangdong, 529020);A New Design Method in Expert System of Diagnosis[J];Journal of Vibration,Measurement & Diagnosis;1996-04
3 ShiHanmin et al. (Huazhong University of Scienceand Technology, Wuhan,China);Artificial Neural Network and Its Application in the Field of Mechanical Engineering[J];CHINA MECHANICAL ENGINEERING;1997-02
Chinese Journal Full-text Database 10 Hits
1 Zhang Jianli Li Gang Yu Yan Tao Liyan Kuai Xiaojun (National Key Lab of Flexible Manufacturing System Technology, Changchun Institute of Equipment and Technics, Changchun,130012);APPLICATION OF NEURAL FUZZY TECHNOLOGY IN THE SYSTEM OF GUARANTEE FOR THE WORKING PROCEDURE QUALITY IN FLEXIBLE PROCESSING[J];Acta Armamentarii;2001-04
2 Xu Jiansheng; Zhao Yuan;The Prediction of the Distribution of the Trasfer Element on the Friction Surface Layer with Neural Network[J];CHINA SURFACE ENGINEERIGN;2000-02
3 YANG Guang1,2, WU Xiao-ping1 (1. Department of Watercraft Engineering, Zhenjiang Watercraft College, Zhenjiang 212003;2. Department of Information Security, Naval University of Engineering, Wuhan 430033);Research on synthesized fault diagnosis method of marine power plant based on fuzzy information fusion[J];Ship Engineering;2007-06
4 XU Jian-sheng1,ZHAO Yuan2 (1.Wuhan Institute of Chemical Industry, Wuhan 430073,China; 2.Wuhan Material Protection Research Institute, Wuhan 430073,China);Study on Element Distribution Law of Multiple Bed on Rubbing Surface[J];Journal of Chongqing Institute of Technology Management;2000-04
5 DU Rong hua (Mechanical and Electrical Eng. Dept., Changsha Comm. Univ., Changsha 410076, China);Applications of the Improved BP Algorithm to Machinery Fault Diagnosis[J];JOURNAL OF CHANGSHA COMMUNICATIONS UNIVERSITY;1999-02
6 HU Yitao, WU Helei(College of Information Engineering, Nanchang University, Nanchang330029, China);Research on Intellectualized Diagnosis Method for Vehicle Engine[J];Vehicle Engine;2003-06
7 HAO Li na 1, WANG Wei 1, WU Guang yu 2, WANG Wan shan 1(1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, China; 2. Shanghai Baosight Software Co.Ltd, Shanghai 201900, China. Correspondent: HAO Li na,associate professor, E mail: neuhaolina?@?yeah.net);Research on Rough Set-Neural Network Fault Diagnosis Method[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2003-03
8 Shanghai Jiaotong University Luo yajun He dannong Zhang yongqing Yanshan University Zhao Jun;Application study on ANN in field of plastic forming[J];Forging & Stamping Technology;2001-05
9 WT4”FX]ZHANG Bei, YIN Xue gang (College of Civil Engineering,Chongqing University,Chongqing 400044,China) [WT5HZ];Probability Diagnosis of Structural Failure[J];JOURNAL OF CHONGQING UNIVERSITY(NATURAL SCIENCE EDITION);2000-02
10 Lu Jianhu (Mechanical Engineering school of Guaugxi University Nanning 530004) Huang Wen Mao Hanling (Mech.Eng.Dept.of Guangxi Institute of Technology);The Development and Expectancy of the Vibration Monitoring and Fault Diagnosis on Mechanical Equipment[J];JOURNAL OF GUANGXI INSTITUTE OF TECHNOLOGY;1998-04
China Proceedings of conference Full-text Database 2 Hits
1 ;The Research on Optimal Design of Gear Link Ratio's Assignment Based on ANN[A];[C];1998
2 Wang Chenggang, Zhou Xiaodong, Wang Xuewei, Guo Ming(Department of Control Engineering, NAEI, Yantai 264001, China);Study on key technologies in design of circuit board test system for certain equipment[A];[C];2007
Chinese Journal Full-text Database 10 Hits
1 Zhu Chenhui Wang Jingping (Anhui Institute of Technology) Xiong Fanlmin (The Institute of Intelligent Machines,Acadcinia Sinica) Gu Shenggu (Hefei University of Technology);THE SYSTEM OF AUTOMATIC KNOWLEDGE ACQUISITION BASED ON INDUCTION[J];;1994-04
2 JI Changwei(Beijing Polytechnic University, Beijing100002, China);Development of Automotive Diagnostic System based on Fault Tree[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2003-01
3 LI Jun, RUAN Xiao-gang ( College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China );Design of Expert System Based on Artificial Neural Networks[J];Journal of Beijing Polytechnic University;2003-02
4 Li Hong(Department of Automation, Beijing Institute of Petro-chemical Technology, Beijing 102617);Architecture of Intelligent Corn Expert System Based on Neural Networks[J];Journal of Beijing Institufe of Petrochemical Technology;2004-04
5 LIU Jin-ying~(1,2),YANG Tian-xing~(2),LI Ming~(3),JIAO Yu-ling ~(4)(1.College of Mathematics,Jilin University,Changchun 130012,China;2.College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;3. School of Science, Wuhan University of Science and Technology, Wuhan 430081,China;4.College of Applied Technology, Jilin University,Changchun 130022, China);A Weight Absolute Grey Correlation Degree andIt ’s Application in Evaluation of Water Quality Miyun Reservoir[J];Journal of Jiling University (Earth Science Edition);2005-01
6 ZHAO Shu peng,ZHANG Shi fang,KUANG Pu sheng,YAO Yong qiang (Artificial Intelligence Research Center, Agricultural University of Hebei,Baoding 071001,China);Development and research of expert system of automobile electrical fuel injection engine fault diagnosis[J];Journal of Agricultural University of Hebei;2002-02
7 WEI Shao yuan 1, ZHANG Lei 2, DONG En guo 2 (1.Liaoning Institute of Technology, Jinzhou 121001, China; 2.Tianjin College on Vocation, Tianjin 300222, China);Design on Electronic Control Engine Work Wave Recognition System[J];Vehicle Engine;2002-02
8 HU Yitao, WU Helei(College of Information Engineering, Nanchang University, Nanchang330029, China);Research on Intellectualized Diagnosis Method for Vehicle Engine[J];Vehicle Engine;2003-06
9 YE Jin, XING Chuan-ding (College of Information Sciences and Technology, Donghua University, Shanghai, 200051);ANN-Based Illnesses Diagnoses Prototype System[J];Journal of Donghua University,Natural Science;2003-04
10 DENG Gui shi, WANG Zhong tuo ( Res. Inst. of Syst. Eng., Dalian Univ. of Technol., Dalian 116024, China );Constitution and virtual integration of new generation decision of support system[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;2000-05
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 HUANG Yue,WANG Hong-yuan,ZHANG Xiu-li(Shenyang Ligong University,Shenyang 110168,China);A Study on The IT Project Bidding Evaluation Decision-making Model Based on Projection Pursuit Method[J];Transactions of Shenyang Ligong University;2007-02
2 LIANG Chun-quan LI Zheng-rong(College of Information Engineering of Northwest A&F University,Shaanxi Yanglin,China);Knowledge Acquisition for Wheat Disease Diagnosis Based on BP Neural Network[J];Microcomputer Information;2008-15
3 WANG Xiao-xia,LI Shu-qin(College of Information Engineering,Northwest A&F University,Yangling,Shaanxi 712100,China);Construction of general platform for agricultural diseases diagnosis based on fuzzy neural network[J];Journal of Northwest A & F University(Natural Science Edition);2009-06
China Proceedings of conference Full-text Database 1 Hits
1 ;Analysis the factors affect the energy saving dwelling houses based on rough set[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 He Xingui(Beijing Institute of System Engineering);WEIGHTED FUZZY LOGIC AND ITS APPLICATIONS IN DIFFERENT FIELDS[J];Chinese Journal of Computers;1989-06
2 Cheng Lichun (Guangzhou University) Huang Zicun (Skenzken People's Hospital);A Model of Diagnostic Think[J];Fuzzy Systems and Mathematics;1992-01
3 Mei Shengmin; Xu Hongchang; Zhang Youzhen (Department of Mechanical Engineering, NUAA Nanjing, 210016);Fuzzy Reasoning Method in Expert System for Fault Diagnosis[J];TRANSACTIONS OF NANJING UNIVERSITY OF AERONAUTICS & ASTRONAUTICS;1995-04
4 Hou Weibin et al. (Ts-inghua University, Beijing,China) Ahstract:The grinding wheel becomes bluntgradually during grinding process of the index-able insert peripheral grinding machine. It is ne-cessary for grinding wheel to be sharpened whenit is blunt-;Research on the Application of ANN to Grinding Wheel Monitoring[J];CHINA MECHANICAL ENGINEERING;1997-02
5 Feng Pingfa et al. (Tsinghua Uni-versity,Beijing,China);Research on Drill Wear Monitoring Under Varying Cutting Condition Based on Artificial Neural Network[J];CHINA MECHANICAL ENGINEERING;1997-02
6 Liu Zhenkai et al. (Northwestern PolytechnicalUniversity, Xi' an,China );Models and Architectures of Hybrid Neural Net-work and Expert Systems in Intelligent CAD[J];CHINA MECHANICAL ENGINEERING;1997-02
7 Ma Jiancang et al.(Northwestern Polytechnical University, Xi' an,China);Data Fusion Fault Diagnosis Based on Wavelet Trans form and ANN[J];CHINA MECHANICAL ENGINEERING;1997-02
8 Chen Tao et al. (Xi' anJiaotong University, Xi' an, China );The Theory and Application of Multiresolution Wavelet Network[J];CHINA MECHANICAL ENGINEERING;1997-02
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