期刊文献+

基于神经网络的开关磁阻电机转子位置在线检测技术 预览 被引量:2

Rotor position estimation of switched reluctance motor based on neural network
在线阅读 免费下载
分享 导出
摘要 提出了一种基于BP神经网络的开关磁阻电机转子位置在线检测方法。该方法将训练数据实时更新的思想引入到神经网络的输入向量中,利用大量实时更新的电机数据作为神经蹰络的训练样本在网络进行在线训练,修正网络参数,使检测结果不受渐变因素的影响。仿真结果表明,该方法能够准确地检测转子位置,鲁棒性和适应性强。 An approach of detecting the rotor position for Switched Reluctance Motors (SRM) based on BP neural network is presented. The method introduces the idea of real-time training data updating into the input vector of neural network. The neural network is trained with the SRM 's real-time updating samples to modify the parameters of the neural network. Results of simulation show that this scheme not only can acquire the rotor position timely and exactly but has great robustness and adaptability.
作者 韩锋 边敦新 赵爱丽 HAN Feng, BIAN Dun-xin, ZHAO Ai-li (School of Electric and Electronic Engineering, Shandong University of Technology, Zibo 255049, China)
出处 《山东理工大学学报:自然科学版》 CAS 2008年第5期 91-94,共4页 Journal of Shandong University of Technology:Science and Technology
关键词 开关磁阻电机 无位置传感器 神经网络 MATLAB/SIMULINK switched reluctance motor position sensorless neural network MATLAB/Simulink
作者简介 韩锋(1983-),男,硕士研究生。
  • 相关文献

参考文献7

二级参考文献20

共引文献53

同被引文献17

  • 1王宏华,许大中.开关型磁阻电动机转子位置检测技术[J].电工电能新技术,1996(3):48-53. 被引量:3
  • 2Acarnley P P,Hill R J,Hooper CW.Detection of rotor position in stepping and switched motors by monitoring of current waveform[J].IEEE Trans.on Ind.Elect,1985,32(2):215-222. 被引量:1
  • 3Stephen R M,Rzesos W J,Szcsensny P M,et al.Application of sensor intergration techniques to switched reluctance motor drives[C] //Conf Rec of IEEE Ind App1,Soc Annual Meeting,1988:584-588. 被引量:1
  • 4Lumsdaine A,Lang J H.State observes for variable reluctance motors[J].IEEE Trans.Ind.Electron,1990,37(2):234-239. 被引量:1
  • 5Ehsani M,Husain I,Kulkarni A B.Elimination of discrete position sensor and current sensor in switched reluctance motor drives[J].IEEE Transactions on Industry Applications,1992,28(1):128-135. 被引量:1
  • 6Husain I,EhsaniM.Rotor position sensing in switched reluctance motor drives by measuring mutually induced voltages[J].IEEE Trans.Industry Applications,1994,30(3):665-672. 被引量:1
  • 7Thompson K R,Acarnley P P,French C.Rotor position estimation in a switched reluctance drive using recursive least squares[J].IEEE Transactions on Industrial Electronics,2000,47(2):368-379. 被引量:1
  • 8Jang J R.ANFIS:Adaptive-network-based fuzzy inference system[J].IEEE Transactions on Systems.MAN.and Cybernetics,1993,23(3):665-685. 被引量:1
  • 9张文栋.基于改进BP神经网络的sR电机转子位置间接测试研究.机械制造自动化,2007,. 被引量:1
  • 10Zheng Hongtao, Jiang Jingping, Xu Dehong,et al. Switched Reluctance Motor Sensorless Drive with Energy Optimiz- ing Control Strategy[J].Proeeedings of the CSEE, 2004,24 (1):153-157. 被引量:1

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部 意见反馈