[HTML][HTML] Bearing faults diagnosis by current envelope analysis under direct torque control based on neural networks and fuzzy logic—a comparative study

A El Idrissi, A Derouich, S Mahfoud, N El Ouanjli… - Electronics, 2024 - mdpi.com
Diagnosing bearing defects (BFs) in squirrel cage induction machines (SCIMs) is essential
to ensure their proper functioning and avoid costly breakdowns. This paper presents an …

Artificial intelligent-based backstepping control of parallel-connected multi-machine wind generation system using a new fifteen-switch rectifier

A Sakouchi, E Bounadja, A Djahbar… - Wind …, 2024 - journals.sagepub.com
This academic work offers a new variable-speed wind power generation system (NVS-
WPGS) that employs two 5-phase permanent magnet synchronous generators (PMSGs) …

Direct Torque Control Based Jelly Fish Algorithm For Torque Ripple Reduction in Permanent Magnet Synchronous Motor

HB Marulasiddappa, V Pushparajesh… - 2023 International …, 2023 - ieeexplore.ieee.org
The objective of this research study was to propose a modified Jelly Fish Optimizer (JFO) for
permanent magnet synchronous motors (PMSMs) to reduce torque ripple. Torque ripple is a …

Speed Control of Permanent Magnet Synchronous Machines: ANFIS Design and Performance Evaluation

M Abulaila, KM Al-Aubidy… - 2024 22nd International …, 2024 - ieeexplore.ieee.org
Permanent Magnet Synchronous Machines (PMSMs) are widely used in automation and
robotics applications due to their high efficiency, low maintenance requirements, and …

Optimal Control Technique of an Induction Motor

C Oudaa, EIA Mahmoud… - … Journal of Electrical …, 2023 - section.iaesonline.com
The squirrel cage induction motor (IM) has many advantages over other types of electric
technique (FOC), classical direct torque control (DTC), and direct torque control with space …