Edge-computing based knowledge distillation and multi-task learning for partial discharge recognition

J Ji, Z Shu, H Li, KX Lai, M Lu, G Jiang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Developing an accurate partial discharge (PD) monitoring system for switchgear has
attracted significant attention in recent times. Detecting and distinguishing PDs with a …

[HTML][HTML] Short and long term memory method for predicting the temperature of motor stator based on Harris eagle algorithm optimization

L Wang, F Qiu, Z Li - Case Studies in Thermal Engineering, 2024 - Elsevier
The temperature of a motor significantly affects its control and lifespan. However, due to the
influence of motor structure and operating environment, precise temperature measurement …

Prediction of Positive Lightning Impulse Breakdown Voltage under Sphere-to-Barrier-to-Plane Air Gaps using Machine Learning

JT Kim, YS Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Barrier, solid insulator, is inserted between conductors to make compact power equipment.
Prediction of the dielectric strength is significant owing to nonlinear effect of barrier. In this …

Interturn Voltage Stress Comparation and Analysis of Different Typology of Hairpin Windings for EV Traction Machines

X Ju, Y Zhang, G Liu, Y Cheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Under the high-frequency and high-dv/dt pulse excitation of SiC inverter, hairpin winding is
susceptible to non-uniform voltage stress, which will threaten its insulation reliability …

Graded Surface Modification of Electric Vehicles Motor Insulating Material by using Plasma to Tailor Surface Charges

S Akram, IU Haq, F Zhi, P Wang - 2024 IEEE 5th International …, 2024 - ieeexplore.ieee.org
Insulation challenges in power frequency converters arise from electric stresses on motor
winding slots and overhang junctions, leading to erosion of stress-grading insulation due to …