Journal of Advanced Research in Science and Technology
Volume 5, Numéro 1, Pages 604-612
2018-06-01

Two-level Dtc Control Based On Neural Hysteresis Comparators With Sensorless Induction Machine Drives Using Kubota Observer



Authors : Dris Ahmed .

Abstract

Direct torque control (DTC) is an advanced and simple control method for induction motor (IM) drives has many advantages over other variable frequency control methods, but it has a common disadvantage of high torque ripple and stator flux ripple. In this paper, DTC is applied for two-level inverter fed IM drives based on neural hysteresis comparators and the estimated the rotor speed using the Kubota observer method based on measurements of electrical quantities of the motor. The validity of the proposed methods is confirmed by the simulation results. The THD (Total Harmonic Distortion) of stator current, torque ripple and stator flux ripple are determined and compared with conventional DTC control scheme using Matlab/Simulink environment.

Keywords

IM ; Two-level DTC ; Kubota observer ; Neural hysteresis ; THD

Les articles similaires

Neural Speed Controller Of Induction Motor With 24 Sectors Dtc Based Fuzzy Hysteresis Comparators

Benbouhenni Habib . 
pages 61-75.

Comparative Study Between Mras And Kubata Observers For Induction Machine Drives Using Dtc-ann Control With Two Level Inverter

Dris Ahmed . 
pages 792-803.

Sensorless Vector Control For Induction Motor Drive Based On An Adaptive Speed Observer Using The Fuzzy-logic Approach

A. Mechernene A. . 
pages 137-147.

An Improved Parallel Observer Of Speed And Stator Resistance For Sensorless Induction Motor Drives

Amer Mokhtar .  Miloudi Abdallah .  Massoum Ahmed .  Amara Mostefa . 
pages 044-056.

Speed Regulator And Hysteresis Based On Artificial Intelligence Techniques Of Three-level Dtc With 24 Sectors For Induction Machine

Benbouhenni H. .  Taleb R. . 
pages 231-242.

Formats de citation