Frequency analysis of stator currents of an induction motor controlled by direct torque control associated with a fuzzy flux estimator

IF 1.6 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Electrical Engineering & Electromechanics Pub Date : 2023-10-21 DOI:10.20998/2074-272x.2023.6.05
Y. A. Mabrouk, B. Mokhtari, T. Allaoui
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Abstract

Introduction. The best way to control the torque of an induction motor is conventional direct torque control (DTC); this control method is the most used approach in the industrial sector due to its many advantages. Its main advantages are its simplicity and its exclusive dependence on the stator resistance of the induction motor. However, the use of hysteresis comparators reduces its effectiveness, causing more torque ripple. Additionally, this results in variable operating frequency and limited frequency sampling, resulting in pseudo-random overshoot of the hysteresis band. Purpose. For these reasons, this article presents a new study aimed at confirming its shortcomings and improving the effectiveness of the control. Novelty. We propose to use fuzzy logic methods to estimate the two components of the stator flux. Methods. In traditional DTC the flux components are estimated from an equation relating the stator resistance to the stator voltage and current. In the proposed method, only stator currents and voltages are used for this evaluation, which eliminates the dependence of DTC on stator resistance. The aim of this proposal is to make DTC robust to parametric changes. Results. General harmonic distortions, rotational speed of the induction motor, electromagnetic moment, magnetic flux and stator currents are analyzed. Practical value. With this proposed technique, validated in Simulink/MATLAB, several improvements in motor behavior and control are endorsed: torque fluctuations are reduced, overshoot is completely eliminated, and total harmonic distortion is significantly reduced by 48.31 % for stator currents. This study also confirmed the robustness of DTC to changes in stator resistance.
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结合模糊磁链估计器的直接转矩控制异步电动机定子电流频率分析
介绍。控制感应电机转矩的最佳方法是传统的直接转矩控制(DTC);这种控制方法是最常用的方法,在工业部门,由于它的许多优点。它的主要优点是简单和完全依赖于感应电动机的定子电阻。然而,迟滞比较器的使用降低了其有效性,导致更多的转矩波动。此外,这导致工作频率可变和频率采样受限,导致滞回带的伪随机超调。目的。基于这些原因,本文提出了一项新的研究,旨在确认其缺点,提高控制的有效性。新鲜事物。我们提出用模糊逻辑方法来估计定子磁链的两个分量。方法。在传统的直接转矩控制中,磁通分量是从定子电阻与定子电压和电流的关系式中估计出来的。在该方法中,仅使用定子电流和电压进行评估,从而消除了直接转矩控制对定子电阻的依赖。该建议的目的是使DTC对参数变化具有鲁棒性。结果。分析了异步电动机的总谐波畸变、转速、磁矩、磁通和定子电流。实用价值。利用该技术,在Simulink/MATLAB中验证了电机性能和控制的几个改进:减少了转矩波动,完全消除了超调,定子电流的总谐波失真显著降低了48.31%。该研究还证实了DTC对定子电阻变化的鲁棒性。
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来源期刊
Electrical Engineering & Electromechanics
Electrical Engineering & Electromechanics ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
2.40
自引率
50.00%
发文量
53
审稿时长
10 weeks
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