基于差分进化结构的H∞鲁棒控制器改进直流电机位置控制

Petrus Sutyasadi
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引用次数: 2

摘要

传统的H∞控制器合成通常会导致一个非常高阶的控制器,这对于低成本的嵌入式系统(如微控制器)是不实用的。提出了一种控制直流电动机位置的低阶H∞鲁棒控制器的综合方法。综合采用微分进化优化方法寻找既能保证鲁棒稳定性能又能保证对系统扰动鲁棒稳定的控制器。综合控制器选择二阶PID结构,因为二阶PID结构简单,而且很有名。并与其他控制器在不确定条件下的性能进行了比较。第一个是与传统的PID控制器进行比较,该控制器在工厂的标称传递函数中使用试错法进行微调。其次,将该控制器与传统综合方法生成的全阶H∞鲁棒控制器进行了比较。第三,将所提控制器与另一种与所提方法不同的结构H∞鲁棒控制器进行比较。所有的控制器都产生稳定的响应。然而,所提出的控制器在超调量和响应时间方面给出了更好的响应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved DC Motor Position Control Using Differential Evolution Based Structure Specified H∞ Robust Controller
Traditional synthesis of an H∞ controller usually results in a very high order of controller that is not practical for a low-cost embedded system such as a microcontroller. This paper presents a synthesis method of a low-order H∞ robust controller to control the position of a dc motor. The synthesis employed Differential Evolution optimization to find a controller that guarantees robust stability performance and robust stability against system perturbation. A second-order PID structure was chosen for the synthesized controller because this structure is simple and very famous. The proposed controller performance under uncertainties was compared to some other controllers. The first was compared with a conventional PID controller that had been finely tuned using the trial and error method in the nominal transfer function of the plant. Secondly, the proposed controller was compared with a full-order H∞ robust controller generated from a traditional synthesis method. Thirdly, the proposed controller was compared with another structure specified H∞ robust controller generated differently from the proposed method. All of the controllers result in a stable response. However, the proposed controller gives a better response in terms of overshoot and response time.
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