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Optimization of Proportional Integral Controller’s Gain for Speed Control in Direct Torque Control Strategy Using Genetic Algorithm
2022
Journal:  
Turkish Journal of Computer and Mathematics Education
Author:  
Abstract:

The use of PI controllers in electrical machine drives is often characterized by the high effect of motor parameters changing; themain purpose of the presented paper is to adaptboth 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.

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2022
Author:  
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Turkish Journal of Computer and Mathematics Education

Journal Type :   Uluslararası

Metrics
Article : 1.706
Cite : 100
2023 Impact : 0.071
Turkish Journal of Computer and Mathematics Education