scholarly journals Enhancement of the Direct Torque Control by using Artificial Neuron Network for a Doubly Fed Induction Motor

2022 ◽  
pp. 200060
Author(s):  
SAID MAHFOUD ◽  
AZIZ DEROUICH ◽  
NAJIB EL OUANJLI ◽  
MOHAMMED EL MAHFOUD
Keyword(s):  
Induction Motor ◽  
Direct Torque Control ◽  
Torque Control ◽  
Neuron Network ◽  
Artificial Neuron ◽  
Artificial Neuron Network ◽  
Doubly Fed

scholarly journals Improvement of direct torque control applied to doubly fed induction motor under variable speed

2020 ◽  
Vol 11 (1) ◽  
pp. 97 ◽  
Author(s):  
Hala Alami Aroussi ◽  
Elmostafa Ziani ◽  
Manale Bouderbala ◽  
Badre Bossoufi
Keyword(s):  
Induction Motor ◽  
Control Method ◽  
Direct Torque Control ◽  
Estimation Method ◽  
Torque Control ◽  
Variable Speed ◽  
Multilevel Inverters ◽  
Hysteresis Controller ◽  
Doubly Fed ◽  
Transient And Steady State

<span>This work is dedicated to the study of an improved direct torque control of the doubly fed induction motor (DFIM). The control method adopts direct torque control 'DTC' because of its various advantages like the ease of implementation which allows a good performance at transient and steady state without PI regulators and rotating coordinate transformations. To do this, the modeling of the motor is performed. Subsequently, an explanation of the said command is spread out as well as the principle of adjusting the flux and the electromagnetic torque according to the desired speed. Then, the estimation method of these two control variables will be presented as well as the adopted switching table of the hysteresis controller model used based on the model of the multilevel inverters. Finally, the robustness of the developed system will be analyzed with validation in Matlab/Simulink environment to illustrate the performance of this control.</span>

scholarly journals 24 Sectors DTC Control with Fuzzy Hysteresis Comparators for DFIM Fed by the Three-level NPC Inverter

2022 ◽  
Vol 12 ◽  
pp. 141-154
Author(s):  
Abderrahmane Moussaoui ◽  
Habib Benbouhenni ◽  
Djilani Ben Attous
Keyword(s):  
Fuzzy Logic ◽  
Induction Motor ◽  
Fuzzy Logic Controller ◽  
Direct Torque Control ◽  
Control Process ◽  
Torque Control ◽  
Electromagnetic Torque ◽  
External Disturbances ◽  
Parameter Variations ◽  
Doubly Fed

This article presents 24 sectors direct torque control (DTC) with fuzzy hysteresis comparators for the doubly-fed induction motor (DFIM) using a three-level neutral point clamped (NPC) inverter. The designed DTC technique of the DFIM combines the advantages of the DTC strategy and fuzzy logic controller. The reaching conditions, stability, and robustness of the DFIM with the designed DTC technique are guaranteed. The designed DTC technique is insensitive to uncertainties, including parameter variations and external disturbances in the whole control process. Finally, the designed DTC technique with fuzzy hysteresis comparators is used to regulate the electromagnetic torque and the flux of the DFIM fed by the three-level NPC inverter and confirms the validity of the designed DTC technique. Results of simulations containing tests of robustness and tracking tests are presented.

scholarly journals Direct torque control of doubly fed induction motor using three-level NPC inverter

2019 ◽  
Vol 4 (1) ◽  
Author(s):  
Najib El Ouanjli ◽  
Aziz Derouich ◽  
Abdelaziz El Ghzizal ◽  
Mohammed Taoussi ◽  
Youness El Mourabit ◽  
...  
Keyword(s):  
Induction Motor ◽  
Control Method ◽  
System Modeling ◽  
Direct Torque Control ◽  
Harmonic Distortion ◽  
Torque Control ◽  
Voltage Source ◽  
Modeling And Control ◽  
Voltage Source Inverters ◽  
Doubly Fed

Abstract This article presents the direct torque control (DTC) strategy for the doubly fed induction motor (DFIM) connected to two three-level voltage source inverters (3LVSIs) with neutral point clamped (NPC) structure. This control method allows to reduce the torque and flux ripples as well as to optimize the total harmonic distortion (THD) of motor currents. The use of 3LVSI increases the number of generated voltage, which allows improving the quality of its waveform and thus improves the DTC strategy. The system modeling and control are implemented in Matlab/Simulink environment. The analysis of simulation results shows the better performances of this control, especially in terms of torque and flux behavior, compared to conventional DTC.

scholarly journals A New Strategy-Based PID Controller Optimized by Genetic Algorithm for DTC of the Doubly Fed Induction Motor

Systems ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 37
Author(s):  
Said Mahfoud ◽  
Aziz Derouich ◽  
Najib EL Ouanjli ◽  
Mohammed EL Mahfoud ◽  
Mohammed Taoussi
Keyword(s):  
Genetic Algorithm ◽  
Nonlinear Systems ◽  
Induction Motor ◽  
Pid Controller ◽  
Hybrid Approach ◽  
Direct Torque Control ◽  
Harmonic Distortion ◽  
Torque Control ◽  
Doubly Fed ◽  
Rejection Time

Proportional Integral Derivative (PID) is the most popular controller used in automatic systems, because of its robustness, ability to adapt the behaviors of the system, making them converge toward its optimum. These advantages are valid only in the case of the linear systems, as they present poor robustness in nonlinear systems. For that reason, many solutions are adopted to improve the PID robustness of the nonlinear systems. The optimization algorithm presents an efficient solution to generate the optimums PID gains adapting to the system’s nonlinearity. The regulation speed in the Direct Torque Control (DTC) is carried out by the PID controller, which caused many inconveniences in terms of speed (overshoot and rejection time), fluxes, and torque ripples. For that, this work describes a new approach for DTC of the Doubly Fed Induction Motor (DFIM) powered by two voltage inverters, using a PID controller for the regulation speed, based on a Genetic Algorithm (GA), which has been proposed for adjustment and optimizing the parameters of the PID controller, using a weighted combination of objective functions. To overcome the disadvantages cited at the beginning, the new hybrid approach GA-DTC has the efficiency to adapt to the system’s nonlinearity. This proposed strategy has been validated and implemented on Matlab/Simulink, which is attributed to many improvements in DFIM performances, such as limiting speed overshoot, reducing response time and the rate of Total Harmonic Distortion (THD) of the stator and rotor currents, and minimizing the rejection time of speed and amplitude of the torque and flux ripples.

scholarly journals 24 sectors DTC control with fuzzy hysteresis comparators for DFIM fed by 3 level inverter

2021 ◽  
Author(s):  
Mustefa Jibril
Keyword(s):  
Fuzzy Logic ◽  
Induction Motor ◽  
Fuzzy Logic Controller ◽  
Direct Torque Control ◽  
Control Process ◽  
Torque Control ◽  
Electromagnetic Torque ◽  
External Disturbances ◽  
Parameter Variations ◽  
Doubly Fed

This article presents 24 sectors direct torque control (DTC) with fuzzy hysteresis comparators for the doubly-fed induction motor (DFIM) using a three-level neutral point clamped (NPC) inverter. The designed DTC technique of the DFIM combines the advantages of the DTC strategy and fuzzy logic controller. The reaching conditions, stability, and robustness of the DFIM with the designed DTC technique are guaranteed. The designed DTC technique is insensitive to uncertainties, including parameter variations and external disturbances in the whole control process. Finally, the designed DTC technique with fuzzy hysteresis comparators is used to regulate the electromagnetic torque and the flux of the DFIM fed by the three-level NPC inverter and confirms the validity of the designed DTC technique. Results of simulations containing tests of robustness and tracking tests are presented.

scholarly journals Three Speed Controllers of Direct Torque Control for a Doubly Fed Induction Motor Drive–A Comparison

2021 ◽  
Vol 21 (1) ◽  
pp. 129-141
Author(s):  
Mohammed El Mahfoud ◽  
◽  
Badre Bossoufi ◽  
Najib El Ouanjli ◽  
Said Mahfoud ◽  
...  
Keyword(s):  
Induction Motor ◽  
Direct Torque Control ◽  
Torque Control ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Doubly Fed

scholarly journals ANT-colony optimization-direct torque control for a doubly fed induction motor : An experimental validation

2022 ◽  
Vol 8 ◽  
pp. 81-98
Author(s):  
Said Mahfoud ◽  
Aziz Derouich ◽  
Atif Iqbal ◽  
Najib El Ouanjli
Keyword(s):  
Ant Colony Optimization ◽  
Induction Motor ◽  
Experimental Validation ◽  
Direct Torque Control ◽  
Torque Control ◽  
Ant Colony ◽  
Doubly Fed

scholarly journals Direct Torque Control Strategy Based on Fuzzy Logic Controller for a Doubly Fed Induction Motor

2018 ◽  
Vol 161 ◽  
pp. 012004 ◽  
Author(s):  
N El Ouanjli ◽  
A Derouich ◽  
A El Ghzizal ◽  
A Chebabhi ◽  
M Taoussi ◽  
...  
Keyword(s):  
Fuzzy Logic ◽  
Induction Motor ◽  
Control Strategy ◽  
Fuzzy Logic Controller ◽  
Direct Torque Control ◽  
Torque Control ◽  
Torque Control Strategy ◽  
Doubly Fed

Sensorless Direct Torque Control of Induction Motor Using AI Based Duty Ratio Controllers

2016 ◽  
Vol 9 (5) ◽  
pp. 339 ◽  
Author(s):  
Sudheer Hanumanthakari ◽  
S. F. Kodad ◽  
Sarvesh Botlaguduru
Keyword(s):  
Induction Motor ◽  
Direct Torque Control ◽  
Torque Control ◽  
Duty Ratio
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