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Yang Jincai\ Han Jie\ Guan Huiling\ Liang Chuan (Research Institute,Vibration Engineering,Zhengzhou University of Technology,Zhengzhou 450002,China) Yin qiling (The No.3 LPG Plant, Zhongyuan Oilfield,Puyang 457061,China)  
This paper improves the algorithm of B P neural network. After finding out the relation between the single layer neural network weight matrix and the fuzzy comprehensive decision relation matrix, a fuzzy neural network system is constructed. It solves the difficulty of fuzzy diagnosis in self studying, and can extract the common knowledge of the studied knowledge. The physical meaning of the weight matrix, which was implicit and distributive in the past, is now found out and the knowledge is made clear. Thus some limitations of single layer B P neural network are overcome.
【Fund】: 河南省自然科学基金
【CateGory Index】: TP18
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2 YAN Hong-wei,YAO Zhu-ting(College of Mechanical Engineering & Automatizition,North University of China,Shanxi Taiyuan 030051,China);Bias Unit with a Recurrent Neural Network Diagnosis Method in Gearbox Fault Diagnosis[J];机电设备;2010-02
3 Peng Ningyun, Wen Xishan, Shu Xiang (Electrical Engineering Institute of Whuhan University, Wuhan 430072, China);APPLICATION OF FUZZY NEURAL NETWORK TO TRANSFORMER FAULT DIAGNOSIS[J];高电压技术;2004-05
4 WANG Gang 1 QIN Manhua 2 ZHANG Chuanying 3 (1.Mechanical Engineering College, Tianjin University, Tianjin 300072, China) (2.Staff College, Tianjin Automobile Industry Corporation, Tianjin 300190, China) (3.Tianjin Broadcast Equipment Corporation,;FAULT DIAGNOSIS SYSTEM BASED ON ART-2 NEURAL NETWORK[J];机械强度;2001-02
Chinese Journal Full-text Database 2 Hits
1 Guan Huiling Wang Wei (Institute of Vibration Engineering,Zhengzhou University of Technology Zhengzhou,450002);Fuzzy Neural Network Model for Fault Diagnosis[J];振动工程学报;1997-04
2 Chen Yuedong;Qu Liangsheng Department of Mechanical Engineering;THE APPLICATION OF ARTIFICIAL NEURAL NETWORK TO THE FAULT DIAGNOSIS OF LARGE ROTATING MACHINERY[J];西安交通大学学报;1992-04
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2 HUANG Zhi-xiang,ZHANG Wei,YANG Zheng-wei,TIAN Gan(Unit 302,The Second Artillery Engineering College,Xi′an 710025,China);Fault Diagnosis for Turbo Pump of LRE by an Improved BP Algorithm[J];控制工程;2007-S2
3 OU Jian~(1,2),SUN Caixin~2,HU Xuesong~2,LIAO Ruijin~2,WANG Keke~ 1(1.Chongqing Automobile College,Chongqing Institute of Technology,Chongqing 400050,China;2.The Key Laboratory of High Voltage Engineering and Electrical New Technology,Ministry of Education,Chongqing University,Chongqing 400044,China);BP Neural Network Based on Genetic Algorithm for Vibration Fault Diagnosis of Turbine-generator Set[J];高电压技术;2006-07
4 YU De-jie,CHEN Miao-feng,CHENG Jun-sheng,YANG Yu(College of Mechanical and Automotive Engineering,Hunan University,Changsha 410082,Hunan Province,China);A Fault Diagnosis Approach for Rotor Systems Based on Empirical Mode Decomposition Method and Support Vector Machines[J];中国电机工程学报;2006-16
5 Yu Dejie Chen Miaofeng Cheng Junsheng Yang YuHunan University,Changsha,410082;Fault Diagnosis Approach for Rotor Systems Based on Support Vector Machine Predictive Model[J];中国机械工程;2006-07
6 ZHANG Bin,YAN Jun,MAO Ning;Application of BP neural net in fault diagnosis of excavator electric system[J];建筑机械;2006-01
7 ZHANG Bin1, YAN Jun1, MAO Ning2 (1.Engineer Institute of Engineer Crops, PLA University of Sci. & Tech., Nanjing 210007, China; 2.Engineer Military Representative Office of the General Armaments Department in Shanghai Area, Shanghai 200031, China);Application of BP neural net in fault diagnosis of excavator's electric system[J];筑路机械与施工机械化;2005-09
8 XING Mei-feng1, FENG Bin2, DENG Song3 (1.Jinzhong University, Jinzhong030600, China 2.Jinzhong Forest Pest Control and Quarantine Station , Jinzhong030600, China 3. Financial and Economic Institute of Shanxi, Taiyuan030006, China);The Study of a Fuzzy Neural Networks Model for Diagnosis of Plant Diseases and Insect Pests[J];晋中学院学报;2005-03
9 XING Mei-Feng~1,FENG Bing~2 (1.Jinzhong University,Yuci Shanxi,030600; 2. Jinzhong Forest Pest Control and QuarantineStation,Yuci Shanxi,030600);The Design of an Expert System for Walnut Insect Pests and Diseases Diagnosis Based on Fuzzy Neural Network[J];雁北师范学院学报;2005-02
10 ZHANG Ji-xian, ZHONG Qiu-hai, DAI Ya-ping(Dept. of Automatic Control, Beijing Institute of Technology, Beijing 100081, China);A Fault Diagnosis Method Based on AR Parameter Fault Vector and Gray Neural Network[J];计算机仿真;2005-02
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1 Cheng Wei,Li Hua(School of Automation and Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China);Application of Artificial Neural Network Based on Levenberg-Marquardt Algorithm to Fault Diagnosis of Turbine Generator Set[J];兰州交通大学学报;2007-03
2 ;A New Combination of Hardware and Software in the Data Acquisition System[J];机电设备;2004-05
3 Liu Na Gao Wensheng Tan Kexiong (Department of Electrical Engineering Tsinghua University 100084 China);Fault Diagnosis of Power Transformer Using a Combinatorial Neural Network[J];电工技术学报;2003-02
4 SUN Hui 1, LI Wei dong 2, SUN Qi zhong 3 (1.North east China Institute of Electric Power Engineering,Jilin 132012,China; 2.Dalian University of Technology,Dalian 116023,China; 3.Fu Shun Electric Power Bureau,Fu Shun 113008,China);ELECTRIC POWER TRANSFORMER FAULT DIAGNOSIS USING DECISION TREE[J];中国电机工程学报;2001-02
5 Yang Ping1 ,Wu Jie1 ,Feng Yongxin2 1.South China U niversity of Technology,Guangzhou5 10 6 40 ,China 2 .Guangdong Power Test and Research Institute,Guangzhou 5 10 6 0 0 ,China;FUZZY FAULT DIAGNOSISSYSTEM FOR A200MW TURBO- GENERATOR SET[J];电力系统自动化;2001-01
6 Yu Heji Chen Changzheng Zhang Sheng (Equipment Diagnosis Engineering Center,Northeast University Shenyang,110006);Intelligent Diagnosis Based on Neural Networks[J];振动工程学报;2000-02
7 Du Qingling Wang Xiaoyue Tan Boxue (Shandong Institute of Engineering, Zibo 255012);Application of Fuzzy Back Propaga tion Networks in Fault Diagnosis of Rotary Equipments[J];机械科学与技术;1999-05
8 Gao Wensheng,Qian Zheng,Yan Zhang (Xi′an Jiaotong University, Xi′an 710049, China);Fault Diagnosis of Power Transformer Using Neural Network of Decision Tree[J];西安交通大学学报;1999-06
9 Yang Jincai\ Han Jie\ Guan Huiling\ Liang Chuan (Research Institute,Vibration Engineering,Zhengzhou University of Technology,Zhengzhou 450002,China) Yin qiling (The No.3 LPG Plant, Zhongyuan Oilfield,Puyang 457061,China);A METHOD EXTRACTING FUZZY DIAGNOSIS KNOWLEDGE BY USING NEURAL NETWORK[J];机械强度;1999-02
10 Ruan Yue (ENVADA Co.,North China Electric Power Research Institute,Beijing 100045,China);MODEL BASED REASONING IN COMPOUND FAULT DIAGNOSIS[J];机械强度;1999-01
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Xu Yunzhi;Tan Qingxiong;Fang Lei;Cao Haiyang;Fang Yongli;School of Dynamic and Electrical Engineering,China University of Mining and Technology;Huazhong University of Science and Technology;;Transformer Fault Prediction Based on Combination of Neural Network and Gray Theory[J];煤矿机电;2016-06
2 LIAO Jianwen;ZHANG Yan;SUN Hong;Department of Electronic Information and Control Engineering,Yibin Vocational and Technical College;Yibin Mechatronics Research Inst Itute;;Development of Neural Networks in Transformer Fault Diagnosis[J];宜宾学院学报;2015-12
3 SIMA Liping,SHU Naiqiu,LI Zipin,HUANG Yong,LUO Xiaoqing(School of Electrical Engineering,Wuhan University,Wuhan 430072,China);Identification of interior fault position based on SVM and D-S evidence theory for electric transformer[J];电力自动化设备;2012-11
4 YANG Hea,FENG Zhi-gangb,LI Xiao-mingc (a.Science and Technology Association;b.School of Auto Control;c.School of Computer Science,Shenyang Aerospace University,Shenyang 110136);Fault diagnosis method of ground-testing bed based on fuzzy comprehensive evaluation[J];沈阳航空航天大学学报;2012-02
5 Cheng Yongjun,Chen Xiaoli(Hunan University of Technology,Zhuzhou 412000,China);Research of Rough Set-RBF Neural Network Fault Diagnosis Method about Distribution Network[J];计算机测量与控制;2011-05
6 MENG Tao1,CHEN Qiang1,LIU Fei1,LIAO Yuan1,YANG Bin2(1 State Grid Electric Power Research Institute,Wuhan 430074,China;2 Liaoning Electric Power Company Limited Benxi Power Supply Company,Benxi 117000,China);Fault Diagnosis Study with Dissolved Gas Analysis Technology for Transformer Oil[J];电工电气;2011-01
7 ZHU Su-Hang1,LV Gan-Yun2(1.Department of Information Science and Engineering,Jinhua College of Profession and Technology,Jinhua 321004,China;2.Department of Information,Zhejiang Normal University,Jinhua 321004,China);Fault Diagnosis of Power Transformer Based on Fuzzy PSO Algorithm[J];计算机系统应用;2010-08
8 Gao Junwu;Global Fault Diagnosis for Traction Transformer Based On Fuzzy Cell Mapping Method[J];现代城市轨道交通;2010-03
9 WU Ming-liang,LIU Lu,HE Jun-qiang(Key Laboratory of Control Engineering,Chongqing Communication Institute,Chongqing 400035,China);DIESEL ENGINE FAULT DIAGNOSIS EXPERT SYSTEM BASED ON COMPOSITE NEURAL NETWORK[J];南阳理工学院学报;2010-02
10 PENG Ning-yun1,2 (1 Huizhou Electric Power Group,Huizhou 516001,China;2 Huizhou SEC Fengda Electric Power Co.,LTD,Huizhou 516001,China);Research on Object-oriented Blackboard Expert System of Fault Diagnosis in Power Transformer[J];自动化应用;2010-01
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