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《Vehicle & Power Technology》 2006-04
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Fault-feature Detection of Transmission System Based on Simulated Algorithm and Genetic Algorithm

XIAO Cheng-lin,HAN Jian-bao,LUO Xiao-jiang(National Keylab.of Vehicular Transmission,Beijing Institute of Technology,Beijing 100081,China)  
A method for identifying the gear fault of the transmission system is presented,where the simulated annealing algorithm and genetic algorithm are combined in order to prevent the BP network going into the local minimum points during the training work.By using the wavelet energy spectrum of the signal measured from a certain transmission system,the symptom of the gears with damnification is detected.The results show that both the training efficient and the identifying precision are increased obviously.
【Fund】: 武器装备预研基金项目(514571201)
【CateGory Index】: U472.42
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Chinese Journal Full-text Database 1 Hits
1 Yang Qin Peng Li;Pattern Recognition of Transmission System Based on Quantum Wavelet Neural Network[J];Process Automation Instrumentation;2008-06
Chinese Journal Full-text Database 3 Hits
1 HAN Jian-bao, LUO Xiao-jiang(School of Mechanical & Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Perspective of Tank Transmission Failure Symptom Prediction Based on Data Mining[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2005-04
2 HAN Jian-bao,LUO Xiao-jiang(National Key Lab of Vehicular Transmission,Beijing Institute of Technology,Beijing 100081,China);Detection of Break-and Gradual-Changes in the State Monitoring Data of Vehicle Transmission[J];Transactions of Beijing Institute of Technology;2006-02
3 WANG Xin\|miao, YAN Pu\|liu, HUANG Tian\|xi (College of Electronic Information ,Wuhan University,Wuhan 430072,China);An Efficient Improved Adaptive Genetic Algorithm for Training Layered Feedforward Neural Networks[J];WUHAN UNIVERSITY JOURNAL(NATURAL SCIENCE EDITION);1999-03
Chinese Journal Full-text Database 10 Hits
1 ZHANG Zhi-hong(Anhui Technical College of Water Resources and Hydroelectric Power, Hefei 230601,China);Clustering algorithm and its application based on optimized Fuzzy C-Means[J];Journal of Anhui Technical College of Water Resources and Hydroelectric Power;2008-01
2 JIANG De-yi 1,LI Guangyang 1,XIE Shi-ping 1,2,JIANG Zai-wen2(1.Key Lab for Exploitation of China Southwestern Resources & the Environmental Disaster Control Engineering, Ministry of Education,Chongqing University,Chongqing 400044,China;2.Chongqing Expressway Development Co.,Ltd.Southeast.Co.Chongqing 400060,China);Forecast of Expressway Slope Stability in Chongqing Area Based on the Neural Network[J];Chinese Journal of Underground Space and Engineering;2008-01
3 XIANG Bing, CHENG Qiang, WEI Yan-hua, YANG Yi (College of Physics and Information Optoelectronics, Henan University, Kaifeng 475001, China);Microwave Device Modeling Based on the Fuzzy Neural Network[J];Semiconductor Technology;2006-10
4 JIANG Li,RUAN Qiu-qi(School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China);Research of Gesture Recognition Based on Neuron Networks[J];Journal of Beijing Jiaotong University;2006-05
5 LUO Xiao-jiang, HAN Jian-bao (National Keylab. of Vehicular Transmission,Beijing Institute of Technology,Beijing 100081,China);Pretreatment of the State Monitoring Data of Vehicle Transmission[J];Vehicle & Power Technology;2006-02
6 CHEN Shi-qiu,HAN Jian-bao,LUO Xiao-jiang(School of Mechanical & Vehicular Engineering,BeijingInstitute of Technology,Beijing 100081,China);Singularity Index Identification of Vehicle Transmission Faults Based on the Fuzzy Neural Network[J];Vehicle & Power Technology;2006-04
7 LI Bing-qing JIA Huai-jing (School of Economics and Management,BUPT,Beijing 100876,China);On agential channel risk pre-warning of mobile operators[J];Journal of Beijing University of Posts and Telecommunications(Social Sciences Edition);2009-01
8 JIAO Jun-ting~(1,2),YU Lin-chong~(1,2)(1.Beijing University of Aeronautics & Astronautics,Beijing 100083,China;2.Jiaying University,Meizhou 514015,China);PREDICTION ON CURING DEFORMATION OF COMPOSITE SHELL WITH DIFFERENT THICKNESS SECTION BASED ON ANN[J];Fiber Reinforced Plastics/Composites;2006-05
9 Han XinJian Shen JinFei Xie Feng;Design of Direct Torque Control System Based on FPGA[J];The World of Inverters;2008-02
10 GUO Hai-feng 1,XU Zhe 2(1.Yanbian University,Yanbian 133002,China;2.Yanbian Public Security Burea u,Yanbian 133001,China);Password Security Hardening Based on Keystroke Dynamics[J];Journal of Changchun Teachers College;2005-02
China Proceedings of conference Full-text Database 9 Hits
1 Dai Lixin Hu Jie Li Meiye (Dept.of Economy and Management,North China Electric Power Univ.;Baoding,Beijing;China 071003);Research on the Risk Evaluation of Farmers' Small Scale Credit Based on BP Neural Network[A];[C];2008
2 LI Hong-li~2 GAO Jian-hua~(1,2) LU Hong-yan~2 (1.Research Center of Yellow River Civilization and Sustainable Development;2.College of Environment and Planning,Henan university,Kaifeng 475004,Henan,China);Land sustainable use evaluation based BP neural network in Henan Province[A];[C];2008
3 Wang Junsong, Qian Feifei, Zhang Xinghui, Gu Zhaolin, Wu Zhen (Tianjin University of Technology and Education, Tianjin, 300222);BP-Based Modelling and Calibration of Temperature Sensor[A];[C];2005
4 ZHU Bin~1 MA Yan~1 ZHAO Cong~2 1(College of Marine,Northwestern Polytechnical University,Xi'an,Shannxi 710072,China) 2(School of Science,Northwestern Polytechnical University,Xi'an,Shannxi 710072,China);Application of RLS—BP algorithm in communication channel blind equalization[A];[C];2007
5 Song Xiaoling Liu lei Mount Taishan occupation technical college,Department of information engineering,271000; Taishan University,Department of Physics and Electronics,271000;The Design of an Automatic Fingerprint Identification System based on the Data Mining[A];[C];2008
7 Wentao Zhang~1 Wlodek Kluesza~2 (1.China Aerospace Engineering Consultation Center,Beijing 100037; 2.Blekinge Institute of Technology,SE-37179 Karlskrona,Sweden);Firewall Traffic Prediction Using Back Propagation Neural Network[A];[C];2007
8 CHEN Si-yu,XU Wen-jun,TIAN Bao-yu,He Zhi-qiang (Beijing University of Posts and Telecommunications,Beijing 100876,China);An Adaptive Classified Calibration Algorithm Based on Neural Network for Propagation Model[A];[C];2010
9 Cai Weijian (Dept.of Automation and Electrical Engineering,Zhejiang University of Science and Technology,Hangzhou 310023,China);Application of Artificial Neural Networks in the Speech Recognition Technology[A];[C];2010
Chinese Journal Full-text Database 10 Hits
1 Zhi Jianjun1,Huang Kewei2,Tian Zhenghong1,Xu Na2(1.Baosteel Branch,Shanghai 200941;2.Baosteel Research lnstitute,Shanghai 201900,China);Progress in Breakout Prediction Technique for Slab Caster at Baosteel[J];Baosteel Technology;2007-06
2 Huang Qi (Technical Center);Application of Neural Network in Breakout Prediction System for Continuous Casting in Baosteel[J];BAO STEEL TECHNOLOGY;1999-01
3 HAN Jian-bao, LUO Xiao-jiang(School of Mechanical & Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Perspective of Tank Transmission Failure Symptom Prediction Based on Data Mining[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2005-04
4 WEI Chun ling ZHANG Hong yue (Beijing University of Aeronautics and Astronautics, Dept. of Automatic Control);Parity Vector Compensation for Multi-Sensor Fault Detection[J];Journal of Beijing University of Aeronautics and Astronautics;2001-06
5 ZUO Hong1,GU Jia-ming2,YU Jin-lu3 (1.Airforce Deputy Departament of Shanghai,shang hai 200233,China;2.Tian Bearings Company of Shanghai,Shanghai 200233,China;3.Engineering Institute,Air Force Engineering University,Xi′an 710038,China);Fault Diagnosis of Rolling Bearings Based on Supporting Vector Machine[J];Bearing;2008-08
6 Lin Jiliang Jiang Jingping (Zhejiang University Hangzhou 310027 China);Fault Diagnosis for a Mobile Robot Based on Support Vector Machine[J];Transactions of China Electrotechnical Society;2008-11
7 JIANG Ping,CHEN Yun-xiang,ZHANG Liang(The Engineering Institute,Air Force Engineering University,Xi'an 710038,China);Study on Equipment Remote Test and Fault Diagnosis System Modeling Based on Multi-Agent[J];Journal of Projectiles,Rockets,Missiles and Guidance;2007-05
8 Zheng Jianbai,Zhu Yongli(School of Computer Science and Technology,North China Electric Power University,Baoding 071003,China);Transformer Fault Diagnosis Based on Euclidean Clustering and Support Vector Machines[J];Electric Power Science and Engineering;2008-04
9 LIU Ding-ping~1,YE Xiang-rong~1,CHEN Bin-yuan~(1,2),TANG Mei-yu~1(1.School of Electric Power,South China University of Technology,Guangzhou 510640,China;2.Guangdong Zhuhai Jinwan Power Generation Co.Ltd.,Zhuhai 519000,China);Fault Diagnosis of Medium Speed Mill Based on KPCA and LSSVM[J];Journal of Power Engineering;2009-02
10 XU Ji-ren1,2,LIU Jing-zhi3,NIU Ji-hai2,JIANG Cong-jun3(1.Hefei Technology University,Hefei 230001,China;2.Eletric Engineering Institute,Hefei 230037,China;3.Chongqing communication school,Chongqing 550030,China);Summarization of Fault Diagnosis Techniques of Electronic Equipment[J];Electronics Process Technology;2008-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Hong-yan ,ZHOU Guang-ming,NING Ke-yan (China North Vehicle Research Institute,Beijing 100072,China);The Study on State Monitor and Failure Diagnosis of Integrated Transmission System[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2004-03
2 Wang Shaoping\ Wang Zhanlin (Beijing University of Aeronautics and Astronautics,Dept.of Automatic Control);FAULT DIAGNOSIS OF HYDRAULIC PUMP BASED ON ARTIFICIAL NEURAL NETWORK[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-06
3 Zhang Peiyao, Ma Xiaojiang, Wang Jijun, Zhu Hong ( Res. Inst. of Vib. Eng., Dalian Univ. of Technol., China );Wavelet packet signal extracting algorithm and its application to fault diagnosis[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;1997-01
4 Liao Zhiwei, Sun Yaming (Tianjin University, Tianjin 300072. China);DATA MINING TECHNOLOGY AND ITS APPLICATION ON POWER SYSTEM[J];Automation of Electric Power Systems;2001-11
5 Liao Zhiwei,Sun Yaming Tianjin University,Tianjin 30 0 0 72 ,China;A NEW DATA MINING APPROACH FOR FAULT DIAGNOSIS OF HIGH VOLTAGE TRANSMISSION LINE BASED ON ROUGH SET THEORY[J];Automation of Electric Power Systems;2001-15
6 YU Zhi-hong, GUO Zhi-zhong (Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China);DATA MINING AND POWER SYSTEM[J];Power System Technology;2001-08
7 LU Yong, XU Xiang-dong;Use of Data Mining Techniques in Process Control and Optimization of Thermal Power Plant[J];Power System Engineering;2003-02
8 XIE Jia-meng 1,2 ,PENG Hong 1,ZHOU Bin 2,YANG Dong-hui 2 (1. College of Computer Science and Engineering, South China University of Technology, Guangzhou 51064, China; 2. Traffic Administration Bureau of Guangdong Province, Guangzhou 510440, China);Analysis of Intelligent Traffic Information and Research on Decision Support Based on Data Mining Techniques[J];Highway;2004-04
9 DENG Yu ,LUO An ,XIA Xiang-yang (Central South University,Changsha410083,China);APPLICATION OF INFORMATION FUSION TECHNIQUE TO TRANSFORMER FAULT DIAGNOSIS[J];High Voltage Apparatus;2003-02
10 HE Jun-jia, ZHU Wen-jun, DI Mei-hua (1. Huazhong University of Science and Technology, Wuhan 430074, China; 2. Hubei Electric Power Company, Wuhan 430077, China);RESEARCH ON OIL-DISSOLVED GAS ANALYSIS AND FAULT DIAGNOSIS BY DATA MINING TECHNOLOGY[J];High Voltage Apparatus;2003-03
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