基于 GA-PID 的无刷直流电机速度控制系统仿真研究

Yang Tang, Hao Chen, Faxin Zhu
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引用次数: 0

摘要

本文基于无刷直流电机的原理,构建了一个数学模型,并将遗传算法与传统的 PID 控制相结合。利用遗传算法进行参数优化,获得 PID 控制的最优解,实现更高的控制精度和稳定性。利用 Simulink 建立了电机和控制系统的仿真模型,并模拟了各种运行条件,包括正常启动和运行过程中的速度突变。结果表明,电机的响应速度和控制精度都有明显改善。启动阶段没有过冲,恒速运行时的误差低于 0.5%。
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Simulation study of brushless DC motor speed control system based on GA-PID
This paper, based on the principles of brushless DC motors, constructs a mathematical model and combines genetic algorithms with traditional PID control. Genetic algorithms are used for parameter optimization to obtain the optimal solution for PID control, achieving higher control precision and stability. A simulation model of the motor and control system is developed using Simulink, and various operational conditions, including normal startup and sudden speed changes during operation, are simulated. The results show significant improvements in the motor's response speed and control precision. There is no overshoot during the startup phase, and the error during constant-speed operation is below 0.5%.
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