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Position Servo Control for a Direct-Drive Actuator Based on Genetic Algorithm

机译:基于遗传算法的直驱执行器位置伺服控制

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摘要

A novel position control strategy for a Brushless DC motor (BLDC) drive is proposed in this paper. Brushless DC motor, which is widely used in the field of Direct Drive servo Actuator (DDA) with superior performance, possesses fast transient response and high accuracy. Nevertheless, there are such uncertainties as unpredictable flow torques and estimated errors of the BLDC model in this system, which may influence the accuracy and the rapid response of the control. So in this paper, genetic algorithm is applied to the position loop. Simultaneously, in order to improve the rapidness of the whole system, position and velocity double closed-loop system is compared with position and current double closed-loop system. Experimental results validate the scheme proposed can attenuate the influences by the uncertainties of the model sharply. The genetic algorithm used in the position loop can ensure the system's stability and the accuracy of the position response. While tracking the same step response the step rise time of the double closed loop structure of the position and current reduced more than 25% compared with mat of the double closed loop structure of the position and velocity.
机译:本文提出了一种新型的无刷直流电动机(BLDC)驱动器位置控制策略。无刷直流电动机以其优越的性能而被广泛应用于直接驱动伺服执行器(DDA)领域,具有快速的瞬态响应和高精度。然而,在该系统中仍然存在诸如不确定的流量转矩和BLDC模型的估计误差等不确定性,这可能会影响控制的准确性和快速响应。因此,本文将遗传算法应用于位置环。同时,为了提高整个系统的速度,将位置和速度双闭环系统与位置和电流双闭环系统进行了比较。实验结果验证了所提出的方案可以极大地减轻模型不确定性的影响。位置环中使用的遗传算法可以确保系统的稳定性和位置响应的准确性。在跟踪相同的阶跃响应时,位置和电流的双闭环结构的阶跃上升时间与位置和速度的双闭环结构的阶跃相比减少了25%以上。

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