定子
转矩脉动
电磁线圈
磁铁
控制理论(社会学)
计算机科学
灵敏度(控制系统)
激发
扭矩
气隙(管道)
有限元法
同步电动机
涟漪
工程类
电子工程
直接转矩控制
机械工程
材料科学
物理
电气工程
电压
结构工程
感应电动机
热力学
人工智能
复合材料
控制(管理)
作者
Jinlong Chu,He Cheng,Junhang Sun,Cheng Peng,Yihua Hu
出处
期刊:IEEE Transactions on Energy Conversion
[Institute of Electrical and Electronics Engineers]
日期:2023-05-25
卷期号:38 (4): 2364-2375
被引量:8
标识
DOI:10.1109/tec.2023.3279934
摘要
In this article, a novel hybrid excitation double stator permanent magnet synchronous machine (HEDS-PMSM) is designed. The permanent magnets and field windings work together to provide air gap magnetic field, and different currents are applied to the field windings to enhance or weaken the air gap magnetic field to achieve a wide speed regulation range. Considering the complex structure of double-stator machine, the multi-objective optimization method is proposed to optimize the machine parameters. To optimize the machine accurately and efficiently, the sensitivity analysis of the main design variables of the machine is carried out, and the design variables with high sensitivity are selected. Then, the kriging response surface model is used to analyze the high sensitivity design variables of the machine. In order to obtain the optimal design variables, Non-Dominated Sorted Genetic Algorithm-II (NSGA-II) algorithm is used to optimize the HEDS-PMSM iteratively. Based on the finite element simulation software, the output torque, torque ripple, core loss and other electromagnetic performance of the machine are analyzed. A prototype is made for experimental verification. The experimental results show that the multi-objective optimization design method for the proposed HEDS-PMSM is reasonable and effective.
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