Please wait a minute...
Journal of ZheJiang University (Engineering Science)  2025, Vol. 59 Issue (5): 1063-1071    DOI: 10.3785/j.issn.1008-973X.2025.05.019
    
Optimal design and analysis of asymmetrical rotor structure for synchronous reluctance motor
Xiaoyi CHAI1(),Yan DONG1,*(),Rongzhe LIU2
1. School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China
2. Gree Electric Appliances, Inc. of Zhuhai, Zhuhai 519070, China
Download: HTML     PDF(3268KB) HTML
Export: BibTeX | EndNote (RIS)      

Abstract  

An asymmetric Bezier-shaped rotor structure was proposed aiming at the problems such as large torque ripple and low output torque of the synchronous reluctance motor (SynRM). The equivalent quadratic Bezier curve was utilized to determine the flux barrier boundary and establish the initial model. The asymmetric design of the rotor was implemented by changing the flux barrier offset. The sensitivity of thickness, endpoint angles, and offset of the flux barrier to the torque performance was analyzed to screen significant parameters. Then the values of the significant parameters were determined by using the multi-objective snake algorithm (MOSO) with the objectives of increasing the output torque and reducing the torque ripple. The target motor was determined based on the Pareto frontier solution. The torque performance of the SynRM with asymmetric Bezier-shaped, circular-shaped, and hyperbolic-shaped rotor structures was compared and analyzed. Results showed that the torque of the SynRM with asymmetric Bezier-shaped rotor structure was increased by 2.7 N·m and the torque ripple was reduced by 8.53% compared with circular-shaped rotor structure under the rated current. The torque ripple was reduced by 15.49% of the SynRM compared with hyperbolic-shaped rotor structure. The feasibility of the optimized design scheme was verified by the comparison between the prototype experiment and the simulation results.



Key wordssynchronous reluctance motor      Bezier-shaped rotor structure      asymmetric flux barrier      average output torque      low torque ripple     
Received: 21 March 2024      Published: 25 April 2025
CLC:  TM 341  
  TM 352  
Fund:  国家自然科学基金资助项目(U20A201284).
Corresponding Authors: Yan DONG     E-mail: chaixiaoyi_0107@163.com;dongyan73@hebut.edu.cn
Cite this article:

Xiaoyi CHAI,Yan DONG,Rongzhe LIU. Optimal design and analysis of asymmetrical rotor structure for synchronous reluctance motor. Journal of ZheJiang University (Engineering Science), 2025, 59(5): 1063-1071.

URL:

https://www.zjujournals.com/eng/10.3785/j.issn.1008-973X.2025.05.019     OR     https://www.zjujournals.com/eng/Y2025/V59/I5/1063


同步磁阻电机非对称转子结构优化设计与分析

针对同步磁阻电机(SynRM)转矩脉动大和输出转矩低的问题,提出非对称贝塞尔(Bezier)形转子结构. 利用等价二次Bezier曲线确定磁障边界并建立初始模型,通过改变磁障偏移量进行转子非对称设计. 分析磁障厚度、磁障张角和磁障偏移量对转矩性能的灵敏度,筛选出显著参数. 以提高输出转矩和降低转矩脉动为优化目标,采用多目标蛇算法(MOSO)对显著参数进行优化,根据帕累托(Pareto)前沿解确定目标电机. 对比分析非对称Bezier形、圆弧形、双曲线形转子结构的SynRM转矩性能. 结果表明,在额定电流下,非对称Bezier形较圆弧形转子结构的SynRM转矩提升了2.7 N·m,转矩脉动降低了8.53%,较双曲线形转子结构的SynRM转矩脉动降低了15.49%. 样机实验与仿真结果的对比验证了优化设计方案的可行性.


关键词: 同步磁阻电机,  Bezier形转子结构,  非对称磁障,  平均输出转矩,  低转矩脉动 
Fig.1 Geometry and parameter of Bezier-shaped rotor structure
Fig.2 Geometry of circular-shaped and hyperbolic-shaped rotor structure
Fig.3 Formation principle of quadratic Bezier curve
Fig.4 Formation principle of flux barrier boundary based on equivalent quadratic Bezier curve
参数数值
定子外径${D_1}$/mm260
定子内径${D_2}$/mm170
定子槽数$Z$36
转轴直径${d_1}$/mm60
气隙长度$ \delta $/mm0.5
铁心轴向长度$ d_{\mathrm{c}}$/mm155
极对数$ p $2
额定电流${I_{\text{N}}}$/A12.7
Tab.1 Main parameter of motor
Fig.5 Motor torque curve of Bezier-shaped rotor structure with different number of flux barrier layer
Fig.6 Optimization parameter of Bezier-shaped rotor structure
Fig.7 Optimization flow chart of Bezier-shaped rotor structure
Fig.8 Sensitivity of 25 optimization parameters of rotor structure to torque performance
Fig.9 Mechanism of elite selection and roulette strategy for sorting and parameter optimization in iteration
Fig.10 Flow chart of MOSO algorithm combining elite selection and roulette wheel selection method
Fig.11 Pareto frontier solution of MOSO and other algorithm for torque performance
Fig.12 Motor torque and harmonic analysis of three rotor structures under rated current
转子结构${T_{{\text{avg}}}}$/(N·m)${T_{\text{r}}}$/%$({L_{{d}} }-L_{{q}})$/mH$\xi $
圆弧形70.5613.59162.809.52
双曲线形73.5420.55169.209.75
Bezier形73.265.06168.908.55
Tab.2 Torque performance of motor with three rotor structures under rated current
Fig.13 Inductance and salient pole ratio of motor with three rotor structures under different current
Fig.14 Torque performance of motor with three rotor structures under different current
Fig.15 Power factor of motor with three rotor structures under different current
Fig.16 Torque performance of motor with three rotor structures at different current angle
Fig.17 Stress and strain of circular-shaped rotor structure under steady state
Fig.18 Stress and strain of hyperbolic-shaped rotor structure under steady state
Fig.19 Stress and strain of Bezier-shaped rotor structure under steady state
Fig.20 Experiment platform of SynRM with Bezier-shaped rotor structure based on DSP
Fig.21 Experimental torque curve of SynRM with Bezier-shaped rotor under different current
$I$/A${T_{{\text{avg}}}}$/(N·m)${T_{\text{r}}}$/%
仿真值实验值仿真值实验值
22.472.4910.0910.26
410.559.728.618.95
623.3622.648.869.25
838.5237.148.699.13
1053.7752.456.727.20
1268.3067.525.336.25
Tab.3 Torque performance in simulation and experiment of SynRM with Bezier-shaped rotor under different current
[1]   NASIRI-ZARANDI R, KARAMI-SHAHNANI A, TOULABI M S, et al Design and experimental performance assessment of an outer rotor PM-Assisted SynRM for the electric bike propulsion[J]. IEEE Transactions on Transportation Electrification, 2023, 9 (1): 727- 736
doi: 10.1109/TTE.2022.3202819
[2]   PARVEEN H, SHARMA U, SINGH B Battery supported solar water pumping system with adaptive feed-forward current estimation[J]. IEEE Transactions on Energy Conversion, 2022, 3 (37): 1623
[3]   CHOWDHURY M, TESFAMICAEL A, ISLAM M, et al Design optimization of a synchronous reluctance machine for high-performance applications[J]. IEEE Transactions on Industry Applications, 2021, 57 (5): 4720- 4732
doi: 10.1109/TIA.2021.3091416
[4]   YAMASHITA Y, OKAMOTO Y Design optimization of synchronous reluctance motor for reducing iron loss and improving torque characteristics using topology optimization based on the level-set method[J]. IEEE Transactions on Magnetics, 2020, 56 (3): 7510704
[5]   BOZTAS G, AYDOGMUS O, CANER M, et al Design, optimisation and implementation of low-voltage synchronous reluctance motor for solar-powered systems[J]. IET Power Electronics, 2019, 12 (7): 1679- 1685
doi: 10.1049/iet-pel.2018.5895
[6]   林迎前. 高转矩密度高可靠性低电磁振动永磁辅助同步磁阻电机拓扑结构研究[D]. 浙江: 浙江大学, 2022.
LIN Yingqian. Research on topologies of PM-assisted synchronous reluctance machine with high torque density, high reliability and low vibration [D]. Zhejiang: Zhejiang University, 2022.
[7]   刘成成, 刘乾宇, 王韶鹏, 等 低转矩脉动同步磁阻电机磁障形状分析与优化设计[J]. 电机与控制学报, 2022, 26 (12): 38- 47
LIU Chengcheng, LIU Qianyu, WANG Shaopeng, et al Flux barrier shape analysis and optimal design for low torque ripple synchronous reluctance machine[J]. Electric Machines and Control Application, 2022, 26 (12): 38- 47
[8]   刘荣哲, 董砚, 梁晶 新型同步磁阻电机星形转子结构设计与分析[J]. 电机与控制学报, 2022, 26 (10): 49- 55
LIU Rongzhe, DONG Yan, LIANG Jing Astroid rotor structural design and analysis of a synchronous reluctance motor[J]. Electric Machines and Control Application, 2022, 26 (10): 49- 55
[9]   KORMAN O, DI N M, DEGANO M A novel flux barrier parametrization for synchronous reluctance machines[J]. IEEE Transactions on Energy Conversion, 2022, 37 (1): 675- 684
doi: 10.1109/TEC.2021.3099628
[10]   BABETTO C, BACCO G, BIANCHI N Synchronous reluctance machine optimization for high-speed applications[J]. IEEE Transactions on Energy Conversion, 2018, 33 (3): 1266- 1273
doi: 10.1109/TEC.2018.2800536
[11]   MOGHADDAM H A, VAHEDI A, EBRAHIMI S H Design optimization of transversely laminated synchronous reluctance machine for flywheel energy storage system using response surface methodology[J]. IEEE Transactions on Industrial Electronics, 2017, 64 (12): 9748- 9757
doi: 10.1109/TIE.2017.2716877
[12]   MIRAZIMI M S, KIYOUMARSI A Magnetic field analysis of SynRel and PMASynRel machines with hyperbolic flux barriers using conformal mapping[J]. IEEE Transactions on Transportation Electrification, 2020, 6 (1): 52- 61
doi: 10.1109/TTE.2019.2959400
[13]   刘成成, 王珂霖, 王韶鹏, 等 基于不对称转子结构与序贯田口稳健优化方法的同步磁阻电机设计[J]. 电工技术学报, 2022, 37 (Suppl.1): 50- 61
LIU Chengcheng, WANG Kelin, WANG Shaopeng, et al Synchronous reluctance machine based on asymmetrical rotor structure and sequential taguchi robust optimization method[J]. Transactions of China Electrotechnical Society, 2022, 37 (Suppl.1): 50- 61
[14]   OKAMOTO Y, HOSHINO R, WAKAO R, et al Improvement of torque characteristics for a synchronous reluctance motor using MMA-based topology optimization method[J]. IEEE Transactions on Magnetics, 2018, 54 (3): 7203104
[15]   FERRARI S, PELLEGRINO G FEAfix: FEA refinement of design equations for synchronous reluctance machines[J]. IEEE Transactions on Industry Applications, 2020, 56 (1): 256- 266
doi: 10.1109/TIA.2019.2954797
[16]   NAEIMI M, NASIRI-ZARANDI R, ABBASZADEH K C- and circular-shaped barriers optimization in a synchronous reluctance rotor for torque ripples minimization[J]. Scientia Iranica, 2023, 30 (3): 1085- 1096
[17]   CREDO A, VILLANI M, POPESCU M, et al Application of epoxy resin in synchronous reluctance motors with fluid-shaped barriers for e-mobility[J]. IEEE Transactions on Industry Applications, 2021, 57 (6): 6440- 6452
doi: 10.1109/TIA.2021.3103826
[18]   KOBAYASHI M, MORIMOTO S, SANADA M, et al Experimental verification of four-layer SynRM with asymmetric rotor structure in the stacking direction[J]. IEEE Transactions on Energy Conversion, 2022, 37 (3): 1677- 1684
[19]   SALEHINIA S R, AFJEI S E, HEKMATI A Analytical method for optimal design of synchronous reluctance motor for electric scooter application[J]. Scientia Iranica, 2022, 29 (5): 2537- 2551
[1] Jing-jing LIN,Yan-xia SHEN. Stator current sensors’ fault tolerant control for permanent magnet synchronous motor drive system[J]. Journal of ZheJiang University (Engineering Science), 2019, 53(9): 1815-1825.
[2] NING Yin hang, LIU Chuang, GAN Xing ye. Electromagnetic design and analysis of two stage hybrid excitation synchronous generator[J]. Journal of ZheJiang University (Engineering Science), 2016, 50(3): 519-526.
[3] ZUO Shu-guang, ZHANG Guo-hui, WU Xu-dong, GAO Li-hua, SHEN Jian. Analysis of electromagnetic force in wheel-drive PMSM with stator incline eccentricity[J]. Journal of ZheJiang University (Engineering Science), 2015, 49(5): 901-907.
[4] ZUO Shu-guang, ZHANG Guo-hui, WU Xu-dong, GAO Li-hua, SHEN Jian. nalysis of electromagnetic force in Wheel-drive PMSM with stator incline eccentricity[J]. Journal of ZheJiang University (Engineering Science), 2014, 48(12): 1-7.
[5] SUN Xiao-dong, CHEN Long, YANG Ze-bin, ZHU Huang-qiu, JI Xiao-fu. Modeling of flux linkage for the BPMSM based on LS-SVM within the
Bayesian evidence framework
[J]. Journal of ZheJiang University (Engineering Science), 2012, 46(5): 873-877.
[6] HUANG Meng-Xing, XIE Yun-Yue, FAN Cheng-Zhi. Operating characteristic analysis and application study of
compound permanent magnet synchronous machines
[J]. Journal of ZheJiang University (Engineering Science), 2010, 44(5): 1019-1024.