Gradient boosting decision tree for rotor temperature estimation in permanent magnet synchronous motors

H Jing, Z Chen, X Wang, X Wang, L Ge… - … on Power Electronics, 2023 - ieeexplore.ieee.org
The increasing power density of permanent magnet synchronous motors has led to a severe
motor heating problem that demands precise rotor temperature information to avoid …

Prediction of Internal Temperature of Starter Solenoid via PoF-Based Fault Reproduction Experiment

S Lee, D Yang, S Lee, HC Sagong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
If a car is subjected to freezing temperatures for extended periods, it might experience
starting failures due to the icing of the starter solenoid contacts. These types of failures …

Model Free Reinforcement Learning based Control of Permanent Magnet Synchronous Motor Drive

P Yadav, B Singh, R Kumar - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Permanent Magnet Synchronous Motor (PMSM) drive plays a vital role in multiple
applications, however, controlling of PMSM is a very complex task due to the presence of …

Temperature Estimation of Permanent Magnet Synchronous Motors Using Support Vector Regression

H Jing, D Xiao, X Wang, Z Chen… - … on Electrical Machines …, 2022 - ieeexplore.ieee.org
In recent years, permanent magnet synchronous motors (PMSMs) are widely used in electric
vehicles due to the high-power density. The increasing power density of PMSMs can result …