Outer Rotor SRM Design for Electric Vehicle without Reducer via Speed-Up Evolutionary Algorithm

Z. Omac, M. Polat, M. Kaya, E. Oksuztepe, H. Eren, M. Yildirim, H. Kürüm
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引用次数: 1

Abstract

Reducers utilized in automotive industry provide motor to run in most effective region and transmission output torque to increase. However, they cause mass and cost to increase and also efficiency to decrease due to mechanical losses. The aim of this study is to design a direct drive motor (outer rotor switched reluctance motor (OR-SRM)) without reducer resulting in enhanced efficiency for electric vehicle (EV). To estimate dimension and electrical parameters of OR-SRM, mathematical equations are originally derived from its geometry. Considering the constraints of package size and outer diameter, all the dimension parameters of the motor are optimized via multi-objective genetic algorithm (MOGA) to get the desired efficiency and torque. In order to validate the results in the proposed approach, OR-SRM is modeled by Maxwell 3D using optimized dimension parameters. In-wheel OR-SRM with 18/12 poles (30 kW) is manufactured to employ it in an EV. Theoretical results are compared to experimental results. It can be concluded that the results are satisfactory.
基于加速进化算法的电动汽车无减速器外转子SRM设计
汽车工业中使用的减速器使电机在最有效的区域运行,并增加变速器的输出扭矩。然而,它们会增加质量和成本,并且由于机械损耗而降低效率。本研究的目的是设计一种无减速器的直接驱动电机(外转子开关磁阻电机(OR-SRM)),以提高电动汽车(EV)的效率。为了估计OR-SRM的尺寸和电学参数,首先从其几何形状推导出数学方程。考虑封装尺寸和外径约束,通过多目标遗传算法(MOGA)对电机的所有尺寸参数进行优化,以获得期望的效率和转矩。为了验证所提方法的结果,利用优化后的尺寸参数对OR-SRM进行了Maxwell 3D建模。轮毂OR-SRM具有18/12极(30千瓦),用于电动汽车。将理论结果与实验结果进行了比较。可以得出结论,结果是令人满意的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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