唐山师范学院学报
唐山師範學院學報
당산사범학원학보
JOURNAL OF TANGSHAN TEACHERS COLLEGE
2013年
5期
49-51
,共3页
神经网络%逆变器%电压空间矢量脉宽调制
神經網絡%逆變器%電壓空間矢量脈寬調製
신경망락%역변기%전압공간시량맥관조제
neural network%inverter%voltage space-vector pulse-width modulation
将SVPWM控制方法应用于控制系统的三相逆变器部分,通过BP神经网络得到SVPWM的调制波信号。在 MATLAB/Simulink 软件平台上,构建了神经网络仿真模型,在异步电动机控制系统中进行了仿真研究。结果表明基于BP神经网络实现SVPWM控制信号的正确性和可行性。
將SVPWM控製方法應用于控製繫統的三相逆變器部分,通過BP神經網絡得到SVPWM的調製波信號。在 MATLAB/Simulink 軟件平檯上,構建瞭神經網絡倣真模型,在異步電動機控製繫統中進行瞭倣真研究。結果錶明基于BP神經網絡實現SVPWM控製信號的正確性和可行性。
장SVPWM공제방법응용우공제계통적삼상역변기부분,통과BP신경망락득도SVPWM적조제파신호。재 MATLAB/Simulink 연건평태상,구건료신경망락방진모형,재이보전동궤공제계통중진행료방진연구。결과표명기우BP신경망락실현SVPWM공제신호적정학성화가행성。
SVPWM method is applied for the three-phase inverter in the control system and the modulation signal is realized by BP neural network. By using the software platform of MATLAB/Simulink, the simulate model of neural network is built and the simulate research in control system of asynchronous motor is carried out. The simulate results shows that the achievement of SVPWM control signal based on BP neural network is valid and feasible.