System Identification for a Mathematical Model of DC Motor System

Nur Naajihah Ab Rahman, Nafrizuan Mat Yahya
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引用次数: 1

Abstract

This project compares the performance of a DC motor PI-PD controller with and without a pole-zero system identification method. Cohen-Coon tuning is used to fine-tune the proposed controller’s parameters. In addition, a small number of tests were performed with varying pole and zero values. The DC motor’s performance with a PI-PD controller was evaluated throughout these tests for transient response characteristics. At the end of the study, it can be concluded that system identification is required in order to enhance the performance of the DC motor. By that, the DC motor with the PI-PD controller performed better than other variants, with 0.067s rising time, 1.748s settling time, 1.170s peak time, and 42.143 percent overshoot with no steady-state error, despite having only two poles and no zeros in the proposed controller.
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直流电机系统数学模型的辨识
本课题比较了直流电机PI-PD控制器在采用和不采用零极系统识别方法时的性能。科恩-库恩调谐用于微调所提出的控制器的参数。此外,还进行了少量变极值和变零值的试验。在这些测试中,对带有PI-PD控制器的直流电机的性能进行了瞬态响应特性评估。在研究的最后,可以得出结论,为了提高直流电机的性能,需要对系统进行识别。因此,具有PI-PD控制器的直流电机比其他变体表现更好,尽管在所提出的控制器中只有两个极点且没有零,但其上升时间为0.067s,稳定时间为1.748s,峰值时间为1.170s,超调量为42.143%,没有稳态误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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