基于代理辅助优化技术的低成本同步磁阻电机设计

Vol 3 No 2 Pub Date : 2020-12-31 DOI:10.30537/sjet.v3i2.587
S. A. Bukhari, Imtiaz Ali Leghari, J.I. Bhatti, S. Raza, M. A. Koondhar, I. A. Channa, M. Usman, Keerio
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摘要

本文介绍了离心泵与24kW同步磁阻电机耦合的性能。原型采用了4极36槽感应电机定子。减小转矩脉动和功率损耗是研究的主要目标。采用有限元分析方法对转子磁通屏障形状的不同排列方式进行了试验。通过改变屏障边缘角、磁通载体宽度、磁通屏障和轴直径等参数对转子进行优化。为了提高电机的性能,采用粒子群优化的方法,利用代理辅助优化技术生成样本。通过仿真验证了不同的流垒形状和设计。在样机研制中,选择最终的v型最佳模型。实验结果表明,所设计的转子在减小转矩脉动(27%)和提高平均转矩(154Nm)方面表现出优异的性能。建议的设计还具有良好的热性能和机械性能,能够在各种工业应用中使用。
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The Design of Low-Cost Synchronous Reluctance Motor with a Surrogate-Assisted Optimization Technique
This paper presents the performance of centrifugal pump coupled with synchronous reluctance motor of 24kW. The 4-pole 36 slots induction motor stator has been used for the prototype. The reduction of torque ripple and power losses is the main aim of research. Different arrangement of rotor flux barrier shapes has been tested through finite element analysis method. The rotor optimization is done by varying different parameters are used such as, barrier edge angle, width of flux carriers, flux barriers and shaft diameter. In order to improve the motor performance, the method of particle swarm optimization has been used by generating samples with surrogate assisted optimization technique. Distinct flux barrier shapes and designs have been checked through simulation. For the prototype development, final V-shaped best model is chosen. The proposed rotor shows the excellent performance in terms of reduced torque ripple (27%) and improved average torque (154Nm) in experimental results. The suggested design also has good thermal and mechanical performances with the capability to use in various industrial applications.
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