Five-level dtc with 12 sectors of induction motor drive using neural networks controller for low torque ripple

Habib Benbouhenni

Five-level dtc with 12 sectors of induction motor drive using neural networks controller for low torque ripple

Číslo: 2/2018
Periodikum: Acta Electrotechnica et Informatica
DOI: 10.15546/aeei-2018-0018

Klíčová slova: Five-level DTC, Induction motor, 12 sectors, Neural controller, Comparator hysteresis, Torque ripple

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Anotace: This paper presents an improved five-level DTC with 12 sectors of induction motor based on artificial neural networks controller. This neural controller was used to replace on the conventional comparator hysteresis of torque in order to reduce torque ripple, flux and stator current. The validity of the proposed control scheme is verified by simulation tests of an induction motor drive system. The stator current and stator flux, torque is determined and compared to the above techniques using Matlab/Simulink environment.