Thermal analysis and thermal management of high power density electric motors for aircraft electrification

Q He, J Wang, X Wang, Z Xu, Y Zhang - Applied Thermal Engineering, 2024 - Elsevier
The aircraft electrification is a vital solution for creating sustainable transportation
infrastructure, and developing high power density motors is the key to this electrification …

Artificial intelligence in electric machine drives: Advances and trends

S Zhang - Authorea Preprints, 2021 - techrxiv.org
This review paper systematically summarizes the existing literature on applying classical AI
techniques and advanced deep learning algorithms to electric machine drives. It is …

Disturbance observer based sensorless predictive control for high performance pmbldcm drive considering iron loss

P Kumar, DV Bhaskar, UR Muduli… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The control of motor drive without considering iron loss affects the phase back electromotive
force and the torque performance. This article investigates the performance of permanent …

A novel parameter estimation method for PMSM by using chaotic particle swarm optimization with dynamic self-optimization

W Feng, W Zhang, S Huang - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
In this study, a novel parameter estimation method for permanent magnet synchronous
motor (PMSM) of chaotic particle swarm optimization with dynamic self-optimization …

Multi-objective optimization based on hyperparameter random forest regression for linear motor design

C Wen, Q Zhao, M Li, J Liu, M Li, X Zhao - International Journal of Machine …, 2022 - Springer
Existing method of multi-objective optimization for linear motors provides poor consideration
for model robustness, thus, the models of linear motor which are implemented to multi …

Sliding mode control method for three-phase induction motor with magnetic saturation

NV Quan, MT Long - International Journal of Dynamics and Control, 2024 - Springer
This study applies the sliding mode control technique to control the three-phase induction
motor under magnetic saturation. Based on the field-oriented control technique, the …

Estimation of the parameters for multi-cage models of induction motors using manufacturer data and PSO

M Perin, LA Pereira, GB Silveira, S Haffner - Electrical Engineering, 2024 - Springer
This paper presents a new method to estimate the parameters of multi-cage models of
induction motors using only the information provided by manufacturers available in technical …

State-space space-vector model of the induction motor including magnetic saturation and iron losses

M Pucci - IEEE Transactions on Industry Applications, 2019 - ieeexplore.ieee.org
This paper proposes a space-vector dynamic model of the rotating induction motor (RIM)
taking into consideration both the magnetic saturation and the iron losses expressed in a …

Vector Control System Taking into Account the Saturation of an Induction Motor

S Goolak, B Liubarskyi - Tehnički vjesnik, 2024 - hrcak.srce.hr
Sažetak In modern traction drive systems for electric rolling stock with induction traction
motors, vector systems have found the greatest use as control systems. The reduction of …

A novel multi‐strategy self‐optimizing SAPSO algorithm for PMSM parameter identification

D Wen, C Shi, Y Zhang, K Liao, J Liu… - IET Power …, 2023 - Wiley Online Library
To address the unsatisfactory performance of particle swarm optimization (PSO), a novel
multi‐strategy self‐optimizing simulated annealing particle swarm optimization (SOSAPSO) …