Multiobjective Design Optimization of an IPMSM for EVs Based on Fuzzy Method and Sequential Taguchi Method

被引:0
|
作者
Sun, Xiaodong [1 ]
Shi, Zhou [1 ]
Zhu, Jianguo [2 ]
机构
[1] Jiangsu Univ, Automot Engn Res Inst, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
基金
中国国家自然科学基金;
关键词
Optimization methods; Permanent magnet motors; Finite element analysis; Rotors; Torque measurement; Synchronous motors; Fuzzy theory; interior permanent magnet synchronous motor; multiobjective optimization; optimization method; sequential Taguchi method; PARTICLE SWARM OPTIMIZATION; SYNCHRONOUS MOTOR; ALGORITHM; PMSM;
D O I
10.1109/TIE.2020.3031534
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Taguchi optimization method is an efficient method for motor design optimization. However, it is hard to handle the multiobjective motor optimization problem with big design space for the parameters. To deal with this problem, in this article, a fuzzy method and sequential Taguchi method to optimize an inter permanent magnet synchronous motor (IPMSM) is employed. The fuzzy inference system is introduced to convert the multiple objectives to a single-objective optimization problem. The sequential Taguchi method is used to optimize the structural parameters at multiple levels to improve the accuracy of optimization. After the optimal selection analysis, the best combination of motor structure factors is obtained. By comparing the optimization result of the proposed method with that of the conventional Taguchi optimization method, the effectiveness and superiority of the proposed method are verified.
引用
收藏
页码:10592 / 10600
页数:9
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