A study on the optimal design of pma-synrm for electric vehicles combining random forest and genetic algorithm

MS Kwon, DK Lim - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a method that combines random forest technology (RF) and a genetic
algorithm (GA) for optimal design of traction motors for electric vehicles (EVs). The target …

Optimal design of PMa-SynRM for electric vehicles exploiting adaptive-sampling Kriging algorithm

JC Son, JM Ahn, J Lim, DK Lim - IEEE Access, 2021 - ieeexplore.ieee.org
Motor design can be said as multi-modal optimization problem, as many performances
should be considered. In addition, a time-consuming finite element method (FEM) is …

Encoderless control of PMa-SynRG based-stator current vector for wind generation systems

MM Amin, AS Soliman, FFM El-Sousy… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, a novel encoderless control of permanent magnet assisted synchronous
reluctance generator (PMa-SynRG) based-stator current vector for renewable energy …

[HTML][HTML] Design and Multi-Objective Optimization of an Asymmetric-Rotor Permanent-Magnet-Assisted Synchronous Reluctance Motor for Improved Torque …

F Xing, J Zhang, M Zhang, C Qin - Applied Sciences, 2024 - mdpi.com
Permanent-magnet-assisted synchronous reluctance motors (PMA-SynRMs) are widely
used in modern industry as a kind of electromagnetic energy conversion device with high …

Adaptive Gain Tuning Rule for Nonlinear Sliding-mode Speed Control of Encoderless Three-phase Permanent Magnet Assisted Synchronous Motor

GAA Aziz, RA Khan - CES Transactions on Electrical Machines …, 2023 - ieeexplore.ieee.org
In this paper, an adaptive gain tuning rule is designed for the nonlinear sliding mode speed
control (NSMSC) in order to enhance the dynamic performance and the robustness of the …

Comparison of hybrid pm assisted synchronous reluctance motors

V Gowtham, S Sashidhar - 2021 22nd IEEE International …, 2021 - ieeexplore.ieee.org
Permanent magnet assisted synchronous reluctance motors (PMa-SyRMs) are becoming
popular in applications such as electric vehicles (EVs), refrigerant compressors, bore-well …

Design and Multi-Objective Optimization for Improving Torque Performance of a Permanent Magnet-Assisted Synchronous Reluctance Motor

J Zhang, F Xing, L Kang, C Qin - Applied Sciences, 2024 - mdpi.com
Permanent magnet-assisted synchronous reluctance motors (PMA-SynRMs) are widely
used in various industries as a relatively inexpensive and high-performance energy …

Multi-Variable Multi-Objective Optimization Algorithm for Optimal Design of PMa-SynRM for Electric Bicycle Traction Motor

JC Son, KP Yi, DK Lim - Processes, 2021 - mdpi.com
In this paper, internal division point genetic algorithm (IDP-GA) was proposed to lessen the
computational burden of multi-variable multi-objective optimization problem using finite …

Optimal design of pma-synrm for e-bike traction motor using adaptive interpolation robustness optimization algorithm

JC Son, DK Lim - International Journal of Automotive Technology, 2024 - Springer
This paper proposes an adaptive interpolation robustness optimization algorithm (AIROA)
for the robust optimal design of a permanent magnet assisted synchronous reluctance motor …

Rare‐earth‐free Al‐Ni‐Co hybrid PMa‐SyRM for an air‐conditioner compressor

G Vegireddy, S Sampathirao - IET Electric Power Applications, 2024 - Wiley Online Library
A hybrid ferrite‐Al‐Ni‐Co permanent magnet assisted synchronous reluctance motor (PMa‐
SyRM) for an air‐conditioner compressor is proposed. Al‐Ni‐Co PMs have high residual flux …