[HTML][HTML] Higher performance enhancement of direct torque control by using artificial neural networks for doubly fed induction motor

S Mahfoud, N El Ouanjli, A Derouich, A El Idrissi… - e-Prime-Advances in …, 2024 - Elsevier
Abstract Recently Direct Torque Control is widely appreciated compared to other
conventional control methods due to its numerous advantages, notably its speed and
precision. However, despite its qualities, it often encounters torque ripples that limit its
operational effectiveness. These variations can be attributed to the use of hysteresis
comparators, leading to variable frequency operation and undesirable speed overshoots. To
address these challenges and enhance overall motor control, this article introduces a new …

[PDF][PDF] HIGHER PERFORMANCE ENHANCEMENT OF DIRECT TORQUE CONTROL BY USING ARTIFICIAL NEURAL NETWORKS FOR DOUBLY FED INDUCTION …

AH IDRISSI, E CHETOUANI - researchgate.net
Abstract Recently Direct Torque Control is widely appreciated compared to other
conventional control methods due to its numerous advantages, notably its speed and
precision. However, despite its qualities, it often encounters torque ripples that limit its
operational effectiveness. These variations can be attributed to the use of hysteresis
comparators, leading to variable frequency operation and undesirable speed overshoots. To
address these challenges and enhance overall motor control, this article introduces a new …
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