Performance Enhancement of the IPMSM for HEV Applications Using Grain-Oriented Electrical Steel and Design Optimization

被引:16
作者
Son, Ji-Chang [1 ]
Kim, Ji-Yeon [2 ]
Choi, Jae-Wan [2 ]
Lim, Dong-Kuk [1 ]
Yeo, Han-Kyeol [3 ]
机构
[1] Univ Ulsan, Dept Elect Elect & Comp Engn, Ulsan 44610, South Korea
[2] Hyundai Motor Co, Dept Adv Electrificat Engn Design Team, Hwaseong 18280, South Korea
[3] Univ Suwon, Div Elect & Elect Engn, Hwaseong 18323, South Korea
基金
新加坡国家研究基金会;
关键词
Magnetic flux; Torque; Traction motors; Magnetic cores; Rotors; Load modeling; Hybrid electric vehicles; Design optimization; grain-oriented electrical steel; hybrid electric vehicle; interior permanent magnet synchronous motor; robustness; surrogate model; MOTOR;
D O I
10.1109/ACCESS.2022.3170896
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a method for enhancing the performance of an interior permanent magnet synchronous motor (IPMSM) using grain-oriented electrical steel (GO) and design optimization. As the GO has superior magnetic characteristics in the rolling direction, the GO is applied to the stator teeth to increase the torque and reduce the iron loss of the IPMSM. However, such an approach leads to higher saturation on the core, resulting in worse pulsation characteristics. To handle with pulsation problem on the IPMSM, design optimization is conducted. In this paper, the interpolation multi-objective robust optimization algorithm (IMROA) was proposed. The IMROA can reduce the calculation time by interpolating the objective region and utilizing a stepwise sampling strategy. Moreover, the IMROA considers the robustness of the found solution and can derive a robust global solution that has robustness on the manufacturing tolerance and deformation during the operation and prevents unexpected results on the IPMSM.
引用
收藏
页码:46599 / 46607
页数:9
相关论文
共 32 条
[1]   Parametric Sensitivity Analysis and Design Optimization of an Interior Permanent Magnet Synchronous Motor [J].
Chen, Hao ;
Lee, Christopher H. T. .
IEEE ACCESS, 2019, 7 :159918-159929
[2]   A V Type Permanent Magnet Motor Simulation Analysis and Prototype Test for Electric Vehicle [J].
Chen, Zhongxian ;
Li, Guanglin .
IEEE ACCESS, 2019, 7 :174839-174846
[3]   Novel Double-Barrier Rotor Designs in Interior-PM Motor for Reducing Torque Pulsation [J].
Fang, Liang ;
Kim, Sung-Il ;
Kwon, Soon-O. ;
Hong, Jung-Pyo .
IEEE TRANSACTIONS ON MAGNETICS, 2010, 46 (06) :2183-2186
[4]  
Fujisaki K, 2012, 2012 XXTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), P183, DOI 10.1109/ICElMach.2012.6349861
[5]   Dynamic Coordinated Control Based on Sliding Mode Controller During Mode Switching With ICE Starting for an HEV [J].
Gao, Aiyun ;
Fu, Zhumu ;
Tao, Fazhan .
IEEE ACCESS, 2020, 8 :60428-60443
[6]  
Guo J., 2018, P 2 IEEE C EN INT EN, P15
[7]   Optimization of Torque Ripples in an Interior Permanent Magnet Synchronous Motor Based on the Orthogonal Experimental Method and MIGA and RBF Neural Networks [J].
Hao, Jinshun ;
Suo, Shuangfu ;
Yang, Yiyong ;
Wang, Yang ;
Wang, Wenjie ;
Chen, Xiaolong .
IEEE ACCESS, 2020, 8 :27202-27209
[8]   Characteristic analysis and comparison of IPMSM for HEV according to pole and slot combination [J].
Jung, Jae-Woo ;
Hong, Jung-Pyo ;
Kim, Young-Kyoun .
2007 IEEE VEHICLE POWER AND PROPULSION CONFERENCE, VOLS 1 AND 2, 2007, :778-783
[9]   Optimal Design of IPMSM for Fuel Cell Electric Vehicles Using Autotuning Elliptical Niching Genetic Algorithm [J].
Kang, Young-Rok ;
Son, Ji-Chang ;
Lim, Dong-Kuk .
IEEE ACCESS, 2020, 8 :117405-117412
[10]   Optimal design of motor shape and magnetisation direction to obtain vibration reduction and average torque improvement in IPM BLDC motor [J].
Kim, Hong-seok ;
Kwon, Byung-il .
IET ELECTRIC POWER APPLICATIONS, 2017, 11 (03) :378-385