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《China Mechanical Engineering(中国机械工程)》 2006-S2
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Fault Diagnosis Method of the Transmissiun Case Based on the Neural Network of PSO

Ma Qingfeng Pan Hongxia North University of China,Taiyuan,030051  
The BP neural network with particle swarm optimization technology heavily increase the congruence speed of the networks to avoid involving local extremum.According to actual data of two levels transmission case in the vibration lab,signals were analysed and their feature values were ab- stracted.By applying trained BP neural networks to diagnose faults of the transmission case sound good effect is oblained.
【Fund】: 国家自然科学基金(50575214)
【CateGory Index】: TH132
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1 Li Yujun1,2,Tang Xiaojun1,Liu Junhua1(1 School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China;2 School of Automation & Information Engineering,Xi’ an University of Technology,Xi’ an 710048,China);Application of particle swarm optimization algorithm in improving the stability of sensor[J];仪器仪表学报;2010-08
Chinese Journal Full-text Database 3 Hits
1 FENG Lin1,2, ZHANG Ming-ju 1, HE Ming-feng1, WANG Xiao-dong1, TENG Hong-fei1,2 (1 Institute of University Students?Innovation, Dalian University of Technology, Dalian 116024, China; 2 Institute of Mechanical Engineering, Dalian University of Technology, Dalian 116024, China);A Robust Point Matching Algorithm Based on Particle Swarm Optimization[J];系统仿真学报;2004-08
2 Wang Suihua 1 Feng Naiqin 1 Li Aiguo 2 1(Department of Computer Science,Henan Normal University,Xinxiang 453002) 2(Department of Computer Science,Xi'an University of Science and Technology,Xi'an 710054);A BP NETWORKS LEARNING ALGORITHM BASED ON PSO[J];计算机应用与软件;2003-08
3 Luo Zhiming,Feng Gengbin (China Academy of Railway Sciences);BP Network Fault Diagnosis of Ball Bearing in Locomotive and Cars[J];中国铁道科学;1998-04
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2 JIANG Longyan;Hunan Wanyuan Valuation and Consultation Co.,Ltd.;;Study on slope stability model by PSO—BP neural network[J];有色金属(矿山部分);2013-06
3 Jiang Li;Wang Aiping;School of Computer Science and Technology,Anhui University;;COOPERATIVE NEURAL NETWORK LEARNING ALGORITHM BASED ON PARTICLE SWARM OPTIMISATION AND BP NEURAL NETWORK[J];计算机应用与软件;2013-09
4 HONG Wen-peng,CHEN Zhong(School of Energy and Power Engineering,Northeast Dianli University,Jilin 132012,China);Efficiency Prediction of Ammonia Flue Gas Desulfurization Based on Adaptive PSO-BP Model[J];动力工程学报;2013-04
5 DONG Haiying1,2,LI Na1(1.School of Automation & Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China;2.Key Laboratory of Opto-Electronic Technology and Intelligent Control,Ministry of Education,Lanzhou Jiaotong University,Lanzhou 730070,China);Fault Diagnosis Method for Switch Machine Based on D-S Evidence Theory Information Fusion[J];测试技术学报;2013-01
6 LI Na1,DONG Hai-ying1,2(1.School of Automation & Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China; 2.Key Laboratory of Opto-Electronic Technology and Intelligent Control of Ministry of Education,Lanzhou Jiaotong University,Lanzhou 730070,China);Research on track circuit fault diagnosis method based on D-S evidence theory information fusion[J];铁道科学与工程学报;2012-06
7 MA Cong-hui,WEN Gong-jian,HUANG Xiao-hong,LIU Xiao-ming,LIU Di(National University of Defense Technology,Changsha 410073,China);Application of Parameter Feature Matching to Target Recognition of SAR[J];舰船电子对抗;2012-05
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9 CAI Tao1,WANG Xian-pei 1,ZHU Ye2(1.Laboratory of System Integrated and Faults Diagnostic,Wuhan University,Wuhan 430072,China;2.State Grid Electric Power Research Institute,Wuhan 430074,China);Quantitative Analysis for SF_6 and Its Compositions in GIS[J];高电压技术;2010-10
10 YANG Hong-bo HOU Xia(School of Automation, Beijing Information Science and Technology University, Beijing 100101, China)(School of Computer, Beijing Information Science and Technology University, 100101, Beijing, China);A Method for Image Local Patch Registration Based on Bayesian Estimation[J];微计算机信息;2010-21
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2 He Lihong1 Liu Jin'gang2 Zhou Yunshan3 (1.College of Mechanical Engineering,Hunan Institute of Engineering,Xiangtan 411101,China 2.College of Mechanical Engineering,Xiangtan University,Xiangtan 411105,China 3.College of Mechanical & Vehicle Engineering,Hunan University,Changsha 410082,China);Error Compensation of CVT Pressure Sensor Based on Support Vector Machine[J];农业机械学报;2009-06
3 FEI Sheng-wei1, MIAO Yu-bin1, LIU Cheng-liang1, ZHANG Xiao-bin2(1. School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China;2. Guangxi Special Equipment Supervision and Inspection Institute, Nanning 530022, China);Fault Diagnosis of Transformer Based on Particle Swarm Optimization-based Support Vector Machine[J];高电压技术;2009-03
4 ZHANG Yao-feng,SUN Yi-cai,XING Xiao-hui (Microelectronic Research Institute,Hebei University of Technology,Tianjin 300130,china);The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network[J];电子学报;2008-02
5 Liang Weifeng1, Wang Xiaodong1, Liang Ping′er2 (1 Department of Electronic Engineering , Zhejiang Normal University, Jinhua 321004,China;2 College of Education, Zhejiang Normal University, Jinhua 321004,China);Pressure sensor temperature compensation based on least squares support vector machine[J];仪器仪表学报;2007-12
6 GUAN ShengTao CHU JiZheng SHAO Shuai (College of Information Science and Technology , Beijing University of Chemical Technology, Beijing 100029, China);Application of nonlinear model predictive control based on particle swarm optimization[J];北京化工大学学报(自然科学版);2007-06
7 XU Xiao-hui1,ZHANG An1,JIANG You-yi2(1 College of Electronic and Information,Northwestern Polytechincal Univ.,Xi′an 710072,China)(2 College of Astronautics,Northwestern Polytechincal Univ.,Xi′an 710072,China)(3 School of Communication and Information Engineering,Xi′an University of Science and Technique,Xi′an 710054,China);One-dimensional Image Recognition of Radar Target Based on Particle Swarm Classifier[J];光子学报;2007-11
8 Xing Lanchang Geng Yanfeng(College of Information & Control Engineering,China University of Petroleum,Dongying,Shandong 257061,China);Gas-liquid Two-phase Flow Rate Measurement Based on BP Neural Network[J];电子测量与仪器学报;2007-04
9 Wu Dehui1,2(1 Department of Electronic Engineering,Jiujiang University,Jiujiang 332005,China;2 School of Instrument Science,Hefei University of Technology,Hefei 230009,China);Compensation for nonlinear dynamic system of transducer based on least squares support vector machine[J];仪器仪表学报;2007-06
10 Ma Qingfeng Pan Hongxia North University of China,Taiyuan,030051;Fault Diagnosis Method of the Transmissiun Case Based on the Neural Network of PSO[J];中国机械工程;2006-S2
【Secondary References】
Chinese Journal Full-text Database 7 Hits
1 He Weiming;Song Xiaoqi;Ganyi;Li Haolin;Tohru Ihara;College of Mechanical Engineering,University of Shanghai for Science and Technology;Department of Precision Mechanics,Faculty of Science and Engineering,Chuo University;;Research on optimized grey neural network modeling method for sensor calibration[J];仪器仪表学报;2014-03
2 WANG Hongwei;HAN Yuntao;PENG Jishen;Faculty of Electrical and Control Engineering,Liaoning Technical University;;Dynamic Compensation of Infrared Methane Sensor Based on TSPSO-ε-SVM[J];传感技术学报;2013-09
3 Xu Hongbo1,Chen Guohua1,Wang Xinhua2(1.School of Mechanical and Automotive Engineering,South China University of Technology Guangzhou,510640,China)(2.Guangzhou Academy of Special Equipment Inspection & Testing Guangzhou,510180,China);Structure Damage Evaluation Based on LSSVM Optimized by Improved Particle Swarm Optimization Algorithm[J];振动.测试与诊断;2012-03
4 LEI Hai-dong(School of Physics and Information Engineering of Jianghan University,Wuhan 430056,China);Study of the Microwave Resonance Cavity of Passive Atomic Frequency Standard[J];仪表技术;2011-11
5 Zhan Zhiming Lei Haidong Liu Xiaodong(School of Physics and Information Engineering of Jianghan University,Wuhan 430056,China);A new method of parameter optimization of atomic frequency standard[J];国外电子测量技术;2011-05
6 Zhang Ping Wei Ping (College of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054,China);Fast motion estimation algorithm base on particle swarm optimization with mutation[J];电子测量与仪器学报;2011-01
7 Wei Yuanyuan Yao Jinjie(Institute of information and Communication engineering;North University of China;Taiyuan 030051,China);A target location measurement method based on an adaptive particle swarm optimization algorithm[J];国外电子测量技术;2010-12
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Li Aiguo 1,2 Qin Zheng 1 Bao Fumin 1 He Shengping 11 (Department of Computer Science,Xi'an Jiaotong University,Xi'an710049) 2 (Department of Computer Science,Xi'an University of Science and Technology,Xi'an710054);Particle Swarm Optimization Algorithms[J];计算机工程与应用;2002-21
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