基于遗传算法的开关磁阻电机最小转矩脉动控制算法优化

Hanif Tahersima, Mohammadjafar Kazemsaleh, Mohammad H. Tahersima, Navid Hamedi
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引用次数: 9

摘要

本研究提出一种开关磁阻(SR)电机的速度控制器设计,以达到最小转矩脉动和高控制性能。首先,选择了用于软斩波的SR电机变换器。这种转换器以及产生更少的转矩脉动,为SR电机驱动控制器提供了更多的自由度。采用PID控制器和电机各相通断度的切换算法构成SR电机驱动速度控制回路。通过试错法得到了控制器的主要参数。最后定义了在不同设定点下达到目标和约束条件的优化算法,并用遗传算法对其参数进行优化。该算法优化了各相位的通断度、暂态时PID控制器的参数以及稳态时考虑减小转矩脉动的PID控制器参数。同时得到三个非线性增益的最优参数,用于两个PID控制器之间的模糊切换。利用MATLAB / Simulink软件包和8/6 SRM应用实例对所提出的控制算法进行了仿真,验证了所设计算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of speed control algorithm to achieve minimum torque ripple for a switched reluctance motor drive via GA
This study presents a speed controller design for a switched reluctance (SR) motor in order to achieve minimum torque ripple and high control performance. First of all, SR motor convertor designed for soft chopping is chosen. This converter as well as producing less torque ripple, provides more degrees of freedom for SR motor drive controller. A PID controller and a switching algorithm for turn-on and turn-off degree of each phase of motor form speed control loop of SR motor drive. The primary parameters of controller are achieved by try and error. But eventually an optimization algorithm to reach the goals and constraints in different set points is defined and its parameters are optimized with a Genetic Algorithm (GA). This algorithm optimized the turn-on and turn-off degrees of each phase, the parameters of PID controller in transient state, and parameters of PID controller that considered for reducing the torque ripple in steady state. Also, GA simultaneously obtains the optimum parameters of three nonlinear gains considered for fuzzy switching between the two PID controllers. The proposed control algorithm was simulated using MATLAB / Simulink software package and an application example of 8/6 SRM to validate the performance of designed algorithm.
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