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Online Optimal Neuro-Fuzzy Flux Controller for DTC Based Induction Motor Drives

机译:基于DTC的电动机驱动器的在线最佳神经模糊磁通控制器

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摘要

In this paper a fast flux search controller based on the Neuro-fuzzy systems is proposed to achieve the best efficiency of a direct torque controlled induction motor at light load. In this method the reference flux value is determined through a minimization algorithm with stator current as objective function. This paper discusses and demonstrates the application of Neurofuzzy filtering to stator current estimation. Simulation and experimental results are presented to show the fast response of proposed controller.
机译:在本文中,提出了一种基于神经模糊系统的快速磁通搜索控制器,以实现轻负载下直接扭矩控制感应电动机的最佳效率。在该方法中,通过具有定子电流作为目标函数的最小化算法来确定参考磁通值。本文讨论并展示了神经线滤波对定子电流估计的应用。提出了仿真和实验结果以显示提出的控制器的快速响应。

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