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Adaptive Neuro-Fuzzy Speed Regulator Applied in Direct Torque Control for Induction Motor Drive Using Multilevel Inverter
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DOI: https://doi.org/10.15866/ireaco.v9i4.9149
Abstract
Direct Torque Control is one of the latest techniquesof induction motor drive control. DTC permitsto obtain a quick torque and speed responses without complex orientation transformation and any inner loop current control, but its main drawbacks are in the torque ripple and the current distortion. For solvingthese problems, this paper presents a DTCwitha multilevel inverterto control the induction motorappliedto an adaptive neuro-fuzzy speed controller.The results of the newproposed controllerare compared to those obtained using a conventional PID. The system modeling and simulations are implemented in MATLAB/SIMULINK environment.
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References
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