Impact of fractional filter in PI control loop applied to induction motor speed drive

S. Hassainia, S. Ladaci, S. Kechida, K. Khelil
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引用次数: 1

Abstract

Introduction. One of the main problems of electrical machine control systems is to obtain a satisfactory performance in the rejection of load disturbances, as well as in the set-point tracking tasks. Generally, the development of control algorithms does not take into account the presence of noise. Appropriate filtering is, therefore, essential to reduce the impact of noise on the output of the controller, in addition to the machine output. Recently, there has been a great tendency toward using fractional calculus to solve engineering problems. The filtering is one of the fields in which fractional calculus has received great attention. The importance of filters in signal processing and other engineering areas is unquestionable Novelty. The proposed work is intended to be a contribution in the recent works conducted on the influence of the fractional filtering on the control robustness of induction machines control. Purpose. The main contribution of this research is the application of fractional filtering to the standard PI control loop for an induction motor speed drive. Methods. In order to assess its impact and benefit, different structures for introducing the filters are investigated, A first order filter is considered in different positions, whether before or after the controller or even in both positions at the same time, with a noise source. A review of the index performance evolution (the Integral Square Error, Integral Absolute Error and Integral Time Absolute Error) has allowed a configuration design of the filter. Results. Intensive simulations were performed with a control setup using integer and fractional order filters, which permitted to conclude that the fractional filters give better performance indices compared to the integer one and thus improve the dynamic characteristics of the system.
PI控制回路中分数阶滤波器对感应电机调速的影响
介绍。电机控制系统的主要问题之一是在抑制负载扰动和设定点跟踪任务中获得令人满意的性能。一般来说,控制算法的发展没有考虑到噪声的存在。因此,除了机器输出外,适当的滤波对于减少噪声对控制器输出的影响至关重要。近年来,用分数阶微积分来解决工程问题的趋势很大。滤波是分数阶微积分研究的热点领域之一。滤波器在信号处理和其他工程领域的重要性是毋庸置疑的。提出的工作旨在对最近关于分数滤波对感应电机控制鲁棒性影响的工作做出贡献。目的。本研究的主要贡献是将分数阶滤波应用于感应电机速度驱动的标准PI控制回路。方法。为了评估其影响和效益,研究了引入滤波器的不同结构,一阶滤波器被考虑在不同位置,无论是在控制器之前还是之后,甚至同时在两个位置,都有噪声源。通过对索引性能演变(积分平方误差、积分绝对误差和积分时间绝对误差)的回顾,可以对滤波器进行配置设计。结果。通过使用整数阶和分数阶滤波器的控制设置进行了密集的仿真,可以得出结论,分数阶滤波器比整数阶滤波器提供更好的性能指标,从而改善了系统的动态特性。
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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