%0 Journal Article
%T Decoupling control for permanent magnet synchronous motor based on single neuron<br>基于单神经元的永磁同步电机解耦控制
%A LI Xiao-ning
%A ZHAO Xian-feng
%A HUANG Da-gui
%A SHAO Wei
%A <br>李晓宁
%A 赵现枫
%A 黄大贵
%A 邵伟
%J 控制理论与应用
%D 2012
%I 
%X The conventional decoupling strategy for the magnetic field-oriented control of permanent magnet synchronous motors (PMSM) is difficult to achieve high performances. To deal with this problem, we put forward a decoupling control strategy based on the single neuron, by exploiting the independency of neural network on the object model as well as its excellent learning ability. On the basis of the model of traditional magnetic field-oriented control, we build a single neuron decoupling control system for the PMSM, and perform the simulation as well as the experimental tests on the platform with digital signal processor (DSP) as the core element. The experimental results show that the PMSM control system based on the single neuron decoupling has rapid response ability and is almost with no static error and overshoot. It realizes high performance in PMSM control.
%K permanent magnet synchronous motor (PMSM)
%K single neuron
%K d-q axis
%K decoupling control<br>永磁同步电机(PMSM)
%K 单神经元
%K d-q轴
%K 解耦控制
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=8A6EC9640C158E7BAAF3225C4C5A6B95&yid=99E9153A83D4CB11&vid=771469D9D58C34FF&iid=DF92D298D3FF1E6E&sid=3C5A0072CBF0FE42&eid=384C451D3BE0C38C&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=0&reference_num=0