首页|基于改进麻雀搜索算法模糊PID控制器设计

基于改进麻雀搜索算法模糊PID控制器设计

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为了提高无刷直流电机输出转速与转矩的平稳性,提出了一种通过时变惯性权重改进的麻雀搜索算法模糊PID控制器控制无刷直流电机.通过在Matlab/Simulink中对无刷直流电机进行控制仿真,仿真结果表明,时变惯性权重改进麻雀搜索算法模糊PID控制器控制无刷直流电机,其转速与转矩的平稳性符合要求,并且能够实时响应负载的变化.
Design of Fuzzy PID Controller based on Improved Sparrow Search Algorithm
In order to improve the stability of the output speed and torque of the brushless DC motor,this paper proposes a fuzzy PID controller based on improved Sparrow Search Algorithm with time-varying inertia weight for controlling the brushless DC motor.By conducting control simulations of the brushless DC motor in Matlab/Simulink,the simulation results demonstrate that the fuzzy PID controller based on the improved Sparrow Search Algorithm with time-varying inertia weight achieves the desired stability of the output speed and torque of the brushless DC motor and can respond in real-time changes in the load.

brushless DC motorspeedtorquetime-varying inertia weightSparrow Search Algorithmfuzzy PID controller

陈鲤文、刘伟涛、宁志翔、朱婧

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福建工程学院 泛在感知与多传感器智能融合研究所,福建福州 350118

无刷直流电机 转速 转矩 时变惯性权重 麻雀搜索算法 模糊PID控制器

福建省科技重大专项资助

2021R106006

2024

电工材料
桂林电器科学研究院

电工材料

影响因子:0.378
ISSN:1671-8887
年,卷(期):2024.(1)
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