吉林大学学报(工学版) ›› 2011, Vol. 41 ›› Issue (增刊2): 311-315.

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Data disposal of electrical dynamometer system based on RBF neural network and virtual instrument used in vehicle

MA Li, ZHANG Zhou-yun, GONG Jun   

  1. Technical center of Shanghai Edrive Co., Ltd., Shanghai 200240, China
  • Received:2011-05-17 Online:2011-09-30 Published:2011-09-30

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Abstract:

A data disposal method based on RBF neural network was presented,as well as technology of virtual instrument was took,and the data disposal for electric dynamometer system was used in vehicle.The experimental result of in-wheel motor of vehicle shows that: comparing to the result of polynomial fitting,the virtual instrument technology has the advantage of high precision,more flexibility,high compatibility and reusability.

Key words: automobile system, RBF neural network, virtual instrument, electric dynamometer system, motor performance test, curve fitting

CLC Number: 

  • TP202


[1] 蒋淑英,孙永兴,黄万群,等.基于LabVIEW的潜油电动 机自动测功系统
[J].石油机械,2009,37(11):39-41.Jiang Shu-ying,Sun Yong-xing,Huang Wan-qun,et al.Automatic power measuring system for submersible motor
[J].China Petroleum Machinery,2009,37(11):39-41.

[2] 宋强,王再宙,王志福,等.基于虚拟仪器的电动汽车 牵引电机性能测试系统
[J].仪器仪表学报,2007,28 (11):2019-2023. Song Qiang,Wang Zai-zhou,Wang Zhi-fu,et al.Test system of driving motor of electric vehicle based on virtual instrument
[J].Chinese Journal of Scientific Instrument,2007,28(11):2019-2023.

[3] 周毅,邵晖,赵毅.电动机性能虚拟仪器测试系统的 设计与实现
[J].电子技术应用,2004(11):34-37.Zhou Yi,Shao Hui,Zhao Yi.Design and implementation of test system of motor performance virtual instrumentation
[J].Application of Electronic Technique,2004(11):34-37.

[4] 李茂森.交流测功机在电机性能测试中的应用
[J]. 电机与控制应用,2005,32(8):62-64. Li Mao-sen.AC Dynamometer applied in electric machine performance test
[J].Electric Machines& Control Application,2005,32(8):62-64.

[5] 陈暾,黄进,马健,等.小波包变换在电机性能测试中 的应用
[J].浙江大学学报:工学版,2003,37(2): 235-238. Chen Tun,Huang Jin,Ma Jian,et al.Application of wavelet packet transform in motor performance test
[J].Journal of Zhejiang University(Engineering Science),2003,37(2):235-238.

[6] 王莉,阳春华.COM组件技术在汽车电机性能测试系统 中的应用
[J].计算技术与自动化,2003,22(4):85-88.Wang Li,Yang Chun-hua.The application of COM technique in performance testing system of motors
[J].computing Technology and Automation,2003, 22(4):85-88.

[7] 刘君华.基于LabVIEW的虚拟仪器设计
[M].北京:电子工业出版社,2003.
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