Advanced design optimization technique for torque profile improvement in six-phase PMSM using supervised machine learning for direct-drive EV
H Dhulipati, E Ghosh, S Mukundan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Few of the challenges with development of a single on-board motor for direct-drive electric
vehicles include high torque density and low torque ripple. Therefore, in this paper, a 36 …
vehicles include high torque density and low torque ripple. Therefore, in this paper, a 36 …
Multi‐objective optimisation design and performance comparison of permanent magnet synchronous motor for EVs based on FEA
T Song, Z Zhang, H Liu, WL Hu - IET Electric Power …, 2019 - Wiley Online Library
The requirements of high efficiency, power density, and low price for the motor of electric
vehicles (EVs) make the design of the driving motor become a process of multi‐objective …
vehicles (EVs) make the design of the driving motor become a process of multi‐objective …
Multi-objective optimal design of permanent magnet synchronous motor for electric vehicle based on deep learning
Y You - Applied Sciences, 2020 - mdpi.com
Featured Application Optimal design of PMSM for electric vehicle. Abstract Recently, a large
amount of research on deep learning has been conducted. Related studies have also begun …
amount of research on deep learning has been conducted. Related studies have also begun …
Optimal design of PMSM based on automated finite element analysis and metamodeling
YM You - Energies, 2019 - mdpi.com
To obtain accurate optimal design results in electric machines, the finite element analysis
(FEA) technique should be used; however, it is time-consuming. In addition, when the …
(FEA) technique should be used; however, it is time-consuming. In addition, when the …
Design optimization and experimental verification of permanent magnet synchronous motor used in electric compressors in electric vehicles
Featured Application Optimal design of permanent magnet synchronous motors (PMSMs)
used in electric compressors in electric vehicles. Based on the proposed optimization …
used in electric compressors in electric vehicles. Based on the proposed optimization …
Techno-economic optimisation of small wind turbines using co-design on a parametrised model
JDM De Kooning, AE Samani, S De Zutter… - Sustainable Energy …, 2021 - Elsevier
Wind turbines are one of the most rapid growing and promising technologies for renewable
power generation today. However, the share of wind energy in the global energy mix is …
power generation today. However, the share of wind energy in the global energy mix is …
Towards end-to-end deep learning performance analysis of electric motors
N Gabdullin, S Madanzadeh, A Vilkin - Actuators, 2021 - mdpi.com
Convolutional Neural Networks (CNNs) and Deep Learning (DL) revolutionized numerous
research fields including robotics, natural language processing, self-driving cars, healthcare …
research fields including robotics, natural language processing, self-driving cars, healthcare …
Multi‐physics and multi‐objective optimisation design of interior permanent magnet synchronous motor for electric vehicles
The electrical machine design method plays a decisive role in electric vehicles (EVs).
However, only a few designs consider the coupling of multiple fields simultaneously. This …
However, only a few designs consider the coupling of multiple fields simultaneously. This …
Robust Design Optimization of an IPM Synchronous Motor for Electric Vehicle Applications
Nowadays, vehicles based on electric charge and operation due to the motor are more
prevalent in use due to their superiority in zero-emission, lowest noise, higher power density …
prevalent in use due to their superiority in zero-emission, lowest noise, higher power density …
State-of-the-Art Design Optimization of an IPM Synchronous Motor for Electric Vehicle Applications
Nowadays, vehicles based on electric charge and operation due to the motor are more
prevalent in use due to their superiority in zero-emission, lowest noise, higher power density …
prevalent in use due to their superiority in zero-emission, lowest noise, higher power density …