Optimal Design of a Surface Permanent Magnet Machine for Electric Power Steering Systems in Electric Vehicle Applications Using a Gaussian Process-Based Approach

The efficient design optimization of electric machines for electric power steering (EPS) applications poses challenges in meeting demanding performance criteria, including high power density, efficiency, and low vibration. Traditional optimization approaches often fail to find a global solution or s...

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Bibliographic Details

Published in:	Actuators
Main Authors:	Gilsu Choi, Gwan-Hui Jang, Mingyu Choi, Jungmoon Kang, Ye Gu Kang, Sehwan Kim
Format:	Article
Language:	English
Published:	MDPI AG 2023-12-01
Subjects:	design optimization electric machines electric power steering systems electric vehicles gaussian process adaptive sampling
Online Access:	https://www.mdpi.com/2076-0825/13/1/13