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《Industrial Instrumentation & Automation》 2007-04
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The application of an improved BP neutral network to the motion path measurement of an automobile gear shifting manipulator

LIU Qing-hua1,2,ZHANG Wei-gong1,LI Zhong-guo1,GONG Zong-yang1(1.Instrument Sci & Eng Dept of Southeast University,Jiangsu Nanjing 210096,China;2.Mech-Eng College under Yangzhou University,Jiangsu Yangzhou 225009,China)  
According to the construction of an automobile gear shifting manipulator,a 3-layer BP neutral network model is designed to measure the motion path.The network is trained and simulated with part of experimental data.The effectiveness and precision of the network model is proved by predicting the other part of experimintal data and analyzing the result error.The BP modeling algorithm is applied to this measurement system successfully.
【Fund】: 江苏省六大人才高峰项目资助
【CateGory Index】: TP241;TP274.4
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 GONG Zong-yang~1,ZHANG Wei-gong~1,CHEN Xiao-bing~1,ZHOU Jian-rong~2 (1.Department of Instrument Science and Technology of Southeast University,Jiangsu Nanjing 210096,China;2.Dingyuan Proving Grand,Anhui Dingyuan 233210,China);Development of automobile gearbox synchronizer testing system[J];Industrial Instrumentation & Automation;2005-05
2 LIU Qing-hua1,2,ZHANG Wei-gong1,GONG Zong-yang1,ZHOU Yao-qun1(1.Instrument Science and Engineering department under SouthEast University,Jiangsu Nanjing 210096,China;2.Mechanical Engineering College under YangZhou University,Jiangsu Yangzhou 225009,China);Application of stepwise regression analysis in move contrail fitting of automobile gear shifting manipulator[J];Industrial Instrumentation & Automation;2007-01
3 Luo Suyun,Hu Ning,Chen Zhiheng & Wu XunchengShanghai University of Engineering Science,Automotive Engineering College,Shanghai 200336;A Study on Obtaining Basic Spark Advance by BP Neural Network[J];Automotive Engineering;2006-07
4 Zhang Weigong;Zhai Yujian;Ni Jiangsheng;Design Optimization of Gear Shifting Manipulator in Vehicle Driver Robot[J];CHINA MECHANICAL ENGINEERING;1995-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GONG Zong-yang~1,ZHANG Wei-gong~1,CHEN Xiao-bing~1,ZHOU Jian-rong~2 (1.Department of Instrument Science and Technology of Southeast University,Jiangsu Nanjing 210096,China;2.Dingyuan Proving Grand,Anhui Dingyuan 233210,China);Development of automobile gearbox synchronizer testing system[J];Industrial Instrumentation & Automation;2005-05
2 LIU Qing-hua1,2,ZHANG Wei-gong1,GONG Zong-yang1,ZHOU Yao-qun1(1.Instrument Science and Engineering department under SouthEast University,Jiangsu Nanjing 210096,China;2.Mechanical Engineering College under YangZhou University,Jiangsu Yangzhou 225009,China);Application of stepwise regression analysis in move contrail fitting of automobile gear shifting manipulator[J];Industrial Instrumentation & Automation;2007-01
3 ZHAO Ma-quan1,ZHANG Wei-gong1,YE Fu-xing2(1.School of Instrument Science and Engineering under Southeast University,Jiangsu Nanjing 210096,China;2.R & D Center of Dongfeng Automobile Gearbox Co.,Ltd.,Hubei Shiyan 442003,China);The development of a synchronizer performance and fatigue testing system based on PLC[J];Industrial Instrumentation & Automation;2008-05
4 ;Design of a Robot Driver for Vehicle Durability Test[J];Measurement & Control Technology;2003-10
5 ZUO Shilun,CHEN Meibao (Engineering Training Center,Chongqing University of Science and Technology,Chongqing 401331,China);Design and Implemention of Hydraulic Loading System in Some Series of Gearbox Test Bed[J];Machine Tool & Hydraulics;2008-09
6 ZHANG Bing-jun1,2 ,ZHAI Yu-Jian1,ZHANG Wei-gong1,ZHAO Jian-ying2,ZHU Xue-hua2;Development of test rig for vehicle emission durability based on robot[J];Manufacturing Automation;2004-09
7 HE Li,ZHANG Wei-gong,GONG Zong-yang,LI Ting-ting(School of Instrument Science & Engineering,Southeast University,Nanjing 210096,China);A Measurement and Control System of Automotive Synchronizer Test Rig Based on VxWorks[J];Measurement & Control Technology;2009-11
8 CHENG Yin1,2,ZHANG Wei-gong1,GONG Zong-yang1,2,SUN Ke-jing1(1.School of Instrument Science and Engineering,Southeast University,Nanjing 210096,China;2.Suzhou Brontek Measure and Control Co.,Ltd.,Suzhou 215123,China);An Automotive Synchronizer Test Measurement and Control System Based on PC104 and Its Driver Design in VxWorks[J];Measurement & Control Technology;2010-10
9 Chen Xiaobing & Zhang WeigongDepartment of Instrument Science and Engineering,Southeast University,Nanjing 210096;Position Servo Control of Seven-link Pneumatic Shift Manipulator for Synchronizer Test[J];Automotive Engineering;2005-05
10 LI Ting-ting, ZHANG Wei-gong, GONG Zong-yang, CHEN Gang (School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China);Application of design patterns in synchronizer’s testing system[J];Computer Engineering and Design;2009-20
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Wang Chun, Yu Suiran, Lu Jiechi( Dept. of Mech. Eng., Dalian Univ. of Technol., China );Automatic tracing and measuring curved surface using touch trigger probes[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;1998-01
2 Kong Jun Ping Xueliang Gong Yuling et al;CMM Measuring Path Planning Based on Optical Measured Point Cloud Data[J];Tool Engineering;2007-02
3 Feng Guoxin;Zhang Guoxiong ;Xie Zexiao;Key Problems in the fields of the Measurement of Curves and Surfaces at CMMs[J];AVIATION PRECISION MANUFACTURING TECHNOLOGY;1999-06
4 Chen Feifan; Qiang Xifu;Overview on Profile Measurement of Turbine Blade[J];Aviation Metrology & Measurement Technology;1995-03
5 ZOU Gang, WANG Ya ping, LI Yong gang(Seminary of Mechanical Engineering & Automatization, BeiHang University, Beijing 100083);Research about Measuring Path Auto-Generation of CMM[J];Aviation Metrology & Measurement Technology;2004-03
6 Zhou Huicheng Chen Jihong Huang Shenghua Yu Kexun Dr.; National Numerical Control Engineering Research Center, Huazhong Univ. of Sci. & Tech., Wuhan 430074, China.;Edge effect of line-structured laser vision measurement and its compensation[J];Journal of Huazhong University of Science and Technology;2002-11
7 ;Application of Neural Network in Laser 3-D Measurement System[J];Measurement & Control Technology;2004-11
8 GAO Yan-feng WANG Sun-an (School of Mechanical Engineering,Xi’an Jiaotong University,Xi’an 710049,China);Plan of the Measuring Path on Freedom Surface Using Genetic Algorithms[J];Machine Tool & Hydraulics;2003-06
9 LI Wei shi 1, LI Jiang xiong 2, KE Ying lin 2, CHENG Yao dong 2 (1 School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China; 2 Production Engineering Institute, Zhejiang University, Hangzhou 310027,China);A New Algorithm to Implement Two Dimensional Tracing and Measurement[J];Acta Metrologica Sinica;2003-01
10 YUE Su-ping,LIU De-zhong,LI Shi-liang,LIU Yang,WANG Zheng(Mechanical Engineering&Applied Electronics Technology College,Beijing University of Technology,Beijing100022,China);Grinding Method for The Outer Conical Cutting Edge of Multifacet Drills on the LAPIC Parallel Robot[J];Mechanical Engineer;2003-09
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 GONG Zong-yang~1,ZHANG Wei-gong~1,CHEN Xiao-bing~1,ZHOU Jian-rong~2 (1.Department of Instrument Science and Technology of Southeast University,Jiangsu Nanjing 210096,China;2.Dingyuan Proving Grand,Anhui Dingyuan 233210,China);Development of automobile gearbox synchronizer testing system[J];Industrial Instrumentation & Automation;2005-05
2 Qi Dehu Kang Jichang (Northeast Polytechnical University, Xi′an, 710072);On Design of the BP Neural Network[J];COMPUTER ENGINEERING AND DESIGN;1998-02
3 CHEN Yuguang,YANGYi,XIONGWenSchool of Electronic Information & Automation, Chongqing Institute of Technology, Chongqing 400050, China;The Study of the Method Creating Car ESA Data[J];Journal of Southwest China Normal University(Natural Science);2003-02
4 Zhang Weigong;Zhai Yujian;Ni Jiangsheng;Design Optimization of Gear Shifting Manipulator in Vehicle Driver Robot[J];CHINA MECHANICAL ENGINEERING;1995-01
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