Direct torque control of induction motor fed by three-phase PWM inverter using fuzzy logic and neural network

F. Kadri; S. Drid; D. Djarah; F. Djeffal

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Direct torque control of induction motor fed by three-phase PWM inverter using fuzzy logic and neural network

机译：基于模糊逻辑和神经网络的三相PWM逆变器感应电动机直接转矩控制。

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摘要

In this paper an intelligent direct torque control (DTC) is applied for induction motor control fed by three phase PWM inverter. Two control approaches using fuzzy DTC, and neural-network DTC are proposed and compared. The validity of these control schemes is verified by simulation tests of an induction motor drive system. The stator current, flux, torque and speed are determined and compared for the proposed techniques using Matlab-Simulink environment.

机译：本文将智能直接转矩控制（DTC）用于三相PWM逆变器馈电的感应电动机控制。提出并比较了两种使用模糊DTC和神经网络DTC的控制方法。这些控制方案的有效性通过感应电动机驱动系统的仿真测试得到验证。确定了定子电流，磁通量，转矩和速度，并使用Matlab-Simulink环境对提出的技术进行了比较。

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来源
《Electromotion》 |2011年第1期|p.22-28|共7页
作者
F. Kadri; S. Drid; D. Djarah; F. Djeffal;
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作者单位

Department of Electrical Engineering 'Kasdi Merbah' University ofOuargla Ouargla, Algeria;

Department of Electrical Engineering 'Hadj Lakhdar' University of Batna Batna, Algeria;

Department of Electrical Engineering 'Kasdi Merbah' University ofOuargla Ouargla, Algeria;

Department of Electronics 'Hadj Lakhdar' University of Batna Batna, Algeria;

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正文语种 eng
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关键词
direct torque control (dtc); fuzzy logic; neural network; induction motor; pwm inverter; switching algorithm;

机译：直接转矩控制（dtc）;模糊逻辑;神经网络;感应电动机pwm逆变器;切换算法;

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1. A simple direct-torque neuro-fuzzy control of PWM-inverter-fed induction motor drive [J] . Grabowski P.Z., Kazmierkowski M.P. IEEE Transactions on Industrial Electronics . 2000,第4期

机译：PWM逆变器感应电动机驱动器的简单直接转矩神经模糊控制
2. A Novel Asymmetric Three-Phase Cascaded 21 Level Inverter Fed Induction Motor Using Multicarrier PWM with PI and Fuzzy Controller [J] . A. Abdul Namith, T. S. Sivakumaran Circuits and Systems . 2016,第11期

机译：带有PI和模糊控制器的多载波PWM新型非对称三相21级异步馈电异步电动机
3. A Novel Asymmetric Three-Phase Cascaded 21 Level Inverter Fed Induction Motor Using Multicarrier PWM with PI and Fuzzy Controller [J] . A. Abdul Namith, T. S. Sivakumaran Circuits and systems . 2016,第11期

机译：基于PI和模糊控制器的新型非对称三相级联21级逆变器异步电动机。
4. A New Control Strategy of Direct Torque Fuzzy Control of a PWM Inverter Fed Induction Motor Drive [C] . Miloudi, A., Alradadi, Industrial Electronics, 2006 IEEE International Symposium on . 2006

机译：PWM逆变器馈电异步电动机驱动器直接转矩模糊控制的新控制策略
5. Simplified fuzzy logic controller based indirect vector control of an induction motor drive. [D] . Karmazin, Max. 2003

机译：基于简化模糊逻辑控制器的感应电动机驱动器间接矢量控制。
6. ECG Prediction Based on Classification via Neural Networks and Linguistic Fuzzy Logic Forecaster [O] . Eva Volna, Martin Kotyrba, Hashim Habiballa 2015

机译：基于神经网络分类和语言模糊逻辑预测器的心电预测
7. Torque Response Improvement of Direct Torque Controlled Three-Phase Inverter Fed Induction Motor Drive [O] . Deepa Francis, Tomson Thomas, Shanooga Chandran 2015

机译：直接扭矩控制三相逆变器供给电动机驱动的扭矩响应改善

Direct torque control of induction motor fed by three-phase PWM inverter using fuzzy logic and neural network

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