同步電機調速系統的神經元控制方法

摘要：為改進傳統PID控制的永磁同步電機調速系統性能，設計了單神經元PID控制器對其進行速度控制，并結合具體研究對象和控制要求，進行了大量的仿真分析和實驗。仿真分析和實驗結果表明，采用單神經元PID控制器的調速系統具有更好的啟動性能、動態性能和魯棒性，而且該控制器設計簡單、參數易于調整，適合實際應用。 敘詞：單神經元 永磁同步電機 調速系統 Abstract：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 performancedynamic performance and strong robustness, but also the practice application is suitable because of the simple design and the easily regulative parameters. Keyword：Single neuronPMSMDrive system