A Comprehensive Methodology for CNN Based Fault Identification in Induction Motors–A Case Study for EV's

S Ahmad, J Qi - 2024 - researchsquare.com
This paper introduces an advanced methodology employing Convolutional Neural Networks
(CNNs) for fault detection in induction motors, with a special focus on electric vehicles (EVs) …

[PDF][PDF] Effectiveness of Field Oriented Control and Direct Torque Control Methods for Induction Motor Speed Regulation

S Ahmad, H LE - 2023 - scholarworks.calstate.edu
Induction motors are used extensively in many sectors, from power generation to healthcare
to electric vehicles. Robust speed regulation of inductor motors is a key requirement for …

A Novel MTPA Control Strategy for Multiple Torque Component Single Air Gap Magnetless Machines

S Jia, X Dong, D Liang, S Feng - 2021 IEEE Energy …, 2021 - ieeexplore.ieee.org
Multiple torque component single air gap magnetless machine is a kind of novel machine,
which exists outstanding fault tolerance. Due to the dual armature winding on both the stator …