同步电机调速系统的神经元控制方法

PMSM Drive System Based on Single Neuron PID Controller

为改进传统PID控制的永磁同步电机调速系统性能,设计了单神经元PID控制器对其进行速度控制,并结合具体研究对象和控制要求,进行了大量的仿真分析和实验。仿真分析和实验结果表明,采用单神经元PID控制器的调速系统具有更好的启动性能、动态性能和鲁棒性,而且该控制器设计简单、参数易于调整,适合实际应用。

In order to improve the performance of PMSM drive system with traditional PID controller, the single neuron PID controller is used to control the system. Combined with the objection and control demand, a lot of the simulation and experiments are done. The simulation analysis and experiments show that, the drive system of single neuron PID controller not only has the better start-up performance.dynamic performance and strong robustness, but also the practice application is suitable because of the simple design and the easily regulative parameters.