Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 13, Issue 2


Published
on


Pages

970-977


DOI

Article

Optimization of Proportional Integral Controller’s Gain for Speed Control in Direct Torque Control Strategy Using Genetic Algorithm


Authors

Nour Mohammed* Affiliation:
Department of Technologies, Nour Bachir University Center of El-Bayadh, Algeria
, Abdelkrim Benali Affiliation:
Department of Technologies, Nour Bachir University Center of El-Bayadh, Algeria
, Tadjeddine Ali Affiliation:
Department of Technologies, Nour Bachir University Center of El-Bayadh, Algeria
and Mohammed Sofiane Bendelhoum Affiliation:
Department of Technologies, Nour Bachir University Center of El-Bayadh, Algeria


Abstract

The use of PI controllers in electrical machine drives is often characterized by the high effect of motor parameters changing; the main purpose of the presented paper is to adapt both proportional and integral gains in order to perform and improve a closed-loop speed-controlled induction motor using direct torque control. First, a mathematical model is built using electrical and mechanical equations, then the DTC control method for the induction machine is presented based on relationship blocs; all those blocs are sensitized by the Simulink toolbox environment in MATLAB Software. The speed control is optimized by an optimized PI controller using genetic algorithm; the comparative simulation results are presented in order to claim the improvement of the system.


Keywords

PI controller, DTC direct torque control, IM induction motor, GA genetic algorithm


Citation

Mohammed, N., Benali, A., Ali, T., & Bendelhoum, M. S. (2022). Optimization of proportional integral controller’s gain for speed control in direct torque control strategy using genetic algorithm. Turkish Journal of Computer and Mathematics Education, 13(2), 970–977.

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