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Volume 39 Issue 6
Jun.  2013
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Journal of Beijing University of Aeronautics and Astronautics  > 2013  >  (6): 723-727.
Yang Bo, Cheng Long. Improving the output smoothing of the electric loading system based on the CMAC+PD compound control strategy[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 723-727. (in Chinese)
Citation: Yang Bo, Cheng Long. Improving the output smoothing of the electric loading system based on the CMAC+PD compound control strategy[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 723-727. (in Chinese)
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Improving the output smoothing of the electric loading system based on the CMAC+PD compound control strategy

  • School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

  • Received Date: 12 Jun 2012
  • Publish Date: 30 Jun 2013
    Abstract
  • Cerebellar model articulation controller and proportional derivative (CMAC+PD) compound control strategy had an unsmooth output, which would increase the vibration of loading motor and decrease the control performance. An improved CMAC+PD compound control strategy with a new weights updating formula was proposed after analyzing the reason of the unsmooth problem. The improved CMAC+PD compound control strategy could not only decrease the error, but also improve the output smoothness in the weights updating process. The simulation and experimental results demonstrated that the improved CMAC+PD compound control strategy has a more smooth output and a better stability performance than the conventional CMAC+PD compound control strategy. And the steady state error is reduced by 21%.

     

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    • References(9)
  • [1]
    王瑞,陈松林.电动负载模拟器输出力矩的影响因素分析[J].测试技术学报,2011,25(1):47-51
    Wang Rui,Chen Songlin.Analysis of influence factors on output moment of electrical lord simulator[J].Journal of Test and Measurement Technology,2011,25(1):47-51(in Chinese)
    [2]
    李守奇.基于CMAC与PID的无刷直流电机复合控制算法仿真[J].科教新报,2011(3):254-255
    Li Shouqi.Composite control of brushless DC motor based on CMAC and PID algorithm simulation[J].Science and Education,2011(3):254-255(in Chinese)
    [3]
    杨波,王俊奎.无人机舵面负载模拟系统的小脑模型控制[J].北京航空航天大学学报,2009,35(11):1361-1365
    Yang Bo,Wang Junkui.CMAC neural network for the rudder dynamic load simulator of unmanned aerial vehicles[J].Journal of Beijing University of Aeronautics and Astronautics,2009,35(11):1361-1365(in Chinese)
    [4]
    王刚,李建府,朱荣刚.CMAC改进算法在电动负载模拟器的应用[J].电光与控制,2011,18(4):72-76
    Wang Gang,Li Jianfu,Zhu Ronggang.Application of an improved arithmetic based on CMAC in electrical load simulator[J].Electronics Optics and Control,2011,18(4):72-76(in Chinese)
    [5]
    杨波,黄耀达,台钰莹.基于BOWA小脑模型的高精度稳定电动加载系统[J].航空学报,2012,33(4):734-743
    Yang Bo,Huang Yaoda,Tai Yuying.High precision and stable electric loading system based on BOWA-CMAC[J].Acta Aeronautica et Astronautica Sinica,2012,33(4):734-743(in Chinese)
    [6]
    Wang S Y,Tseng C L,Yeh C C.Adaptive supervisory Gaussian-cerebellar model articulation controller for direct torque control induction motor drive[J].Electric Power Applications,2011,5(3):295-306
    [7]
    Fu Yanli,Li Shijing,Xiao Yunshi.Study on new neural network adaptive control of industrial manipulators based on desired compensation [C]//Song Jian.7th World Congress on Intelligent Control and Automation.Chengdu:IEEE,2008:6983-6987
    [8]
    Ge Yingqi,Luo Xiaoping,Du Pengying.A new improved CMAC neural network [C]//Wang Fuli.22nd Chinese Control and Decision Conference.Xuzhou:IEEE,2010:3271-3274
    [9]
    杨波,王俊奎.基于改进的CMAC的电动加载系统复合控制[J].航空学报,2008,29(5):1314-1318
    Yang Bo,Wang Junkui.Hybrid control based on improved CMAC for motor-driven loading system[J].Acta Aeronautica et Astronautica Sinica,2008,29(5):1314-1318(in Chinese)
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