基于神经网络的永磁同步电机矢量控制

采用单神经元自适应PID控制器对永磁同步电机进行了调速控制。详细介绍了PMSM(PermanentMagnetSynchronousMotor)的矢量控制原理。最后给出PMSM单神经元自适应PID控制的仿真结果和硬件实现方法。仿真结果表明,该系统具有良好的动态性能。

This paper proposes the control strategy of an adaptive PID controller based on single neuron to realize the speed control of Permanent Magnet Synchronous Motor(PMSM),introduces the principle of vector control and gives the simulation results and hardware implementation.Simulation research and real time control results show the system has high dynamic performance.