现代制造工程 ›› 2025, Vol. 536 ›› Issue (5): 153-160.doi: 10.16731/j.cnki.1671-3133.2025.05.019

• 设备设计/诊断维修/再制造 • 上一篇    

基于解析计算与遗传算法的永磁同步电机偏心磁极优化设计*

陈德海1,2, 田森焱1,2, 李志军1, 王海峰2   

  1. 1 江西理工大学电气工程与自动化学院,赣州 341000;
    2 中国科学院赣江创新研究院,赣州 341000
  • 收稿日期:2024-08-13 出版日期:2025-05-18 发布日期:2025-05-30
  • 作者简介:陈德海,博士研究生,副教授,研究方向为永磁同步电机设计与控制。E-mail:dhchen22@gia.cas.cn;田森焱,硕士研究生,研究方向为永磁同步电机设计与优化。E-mail:1034681654@qq.com
  • 基金资助:
    *国家A类重大攻关项目(E210E001010);江西省教育厅科技项目(GJJ170554)

Optimization design of eccentric magnetic pole of permanent magnet synchronous motor based on analytical calculation and GA

CHEN Dehai1,2, TIAN Senyan1,2, LI Zhijun1, WANG Haifeng2   

  1. 1 School of Electrical Engineering and Automation,Jiangxi University of Science and Technology,Ganzhou 341000,China;
    2 Ganjiang Innovation Academy,Chinese Academy of Sciences,Ganzhou 341000,China
  • Received:2024-08-13 Online:2025-05-18 Published:2025-05-30

摘要: 为进一步提高偏心磁极永磁同步电机(Permanent Magnet Synchronous Motor,PMSM)气隙磁密波形的正弦性,提升电机优化设计效率,提出了一种基于解析计算与遗传算法(Genetic Algorithm,GA)的永磁同步电机偏心磁极优化设计方法。首先,考虑齿尖饱和、定子开槽、极间漏磁、边缘效应及磁路饱和对气隙磁密的影响,分别推导出满足后续优化计算的偏心磁极平行与径向充磁的气隙磁密解析计算模型;然后,利用遗传算法对该模型的磁极结构参数进行寻优;最后,通过有限元仿真对解析计算精度和寻优前后结果进行对比验证,结果表明,该方法所得解析计算模型精度较高,平行与径向充磁磁极优化后的电机气隙磁密波形的正弦性均得到了提高,齿槽转矩减小,优化设计效率提升。

关键词: 永磁同步电机, 气隙磁密, 偏心磁极, 解析计算, 遗传算法

Abstract: In order to further improve the sinusoidal nature of the air-gap magnetism waveform of eccentric magnetic pole Permanent Magnet Synchronous Motor (PMSM) and enhance the efficiency of motor optimization design, an optimization design method based on analytical calculation and GA is proposed for the eccentric pole of PMSM. Firstly, considering the effects of tooth-tip saturation, stator slotting, pole-to-pole leakage and edge effect and magnetic circuit saturation on the air-gap flux density, the analytical calculation model of air-gap flux density under parallel and radial magnetization of eccentric poles to satisfy the subsequent optimization calculations is deduced, respectively. Then, the pole structure parameters of this model are optimized by GA. Finally, the accuracy of analytical calculation and optimization results are compared and verified by finite element simulation. The results show that the analytical calculation model obtained under this method has high accuracy, the sinusoidal nature of the air-gap magnetic density waveforms of the motor optimized for both parallel and radial magnetizing poles is improved, the cogging torque is reduced, and the efficiency of the optimized design is improved.

Key words: Permanent Magnet Synchronous Motor(PMSM), air-gap flux density, eccentric magnetic pole, analytical calculation, Genetic Algorithm(GA)

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