基于蜜蜂算法的电动汽车牵引用永磁同步电机优化设计

N. Braiwish, F. Anayi, A. Fahmy, E. Eldukhri
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引用次数: 1

摘要

用于牵引应用的电机设计要特别注意功率密度和效率。因此,本文的重点是应用蜜蜂算法(BA)进行无刷永磁同步电机(BLPMSM)的优化设计。利用给定负载条件下气隙内径向瞬时磁场分布,对电机磁路进行了解析;考虑到磁芯饱和和电机整体性能。该设计旨在最大限度地提高功率密度。因此,优化目标函数形成了电机重量最小化和效率最大化。采用蜜蜂算法(BA)搜索最优设计参数;然后用有限元法(FEM)对优化设计进行验证。与现有的机器相比,这里称之为基本电机;结果表明,在保持电机输出功率不变的情况下,电机重量可减轻约20%。由于该电机是为牵引应用而设计的,采用磁性齿轮传动技术研究了不同齿轮传动水平下开发的转矩和速度特性,与基本电机相比,效率有所提高。
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Design optimisation of Permanent Magnet Synchronous Motor for electric vehicles traction using the Bees Algorithm
Electric machines designs for traction application are concerned with paying particular attention to power density and efficiency. Therefore, this paper is focused on applying Bees algorithm (BA) for optimal design of Brushless Permanent Magnet Synchronous Motor (BLPMSM) for propulsion application. The analytical approach for the motor magnetic circuit is performed using the radial instantaneous magnetic field distribution in the airgap under specified loading condition; taking into account the magnetic core saturation and motor overall performance. The design aims to maximize the power density. Therefore, the optimisation objective function is formed to minimise motor weight and maximise efficiency. While the Bees Algorithm (BA) is applied to search for the optimum design parameters; the optimised design is then verified using Finite Element Method (FEM). Comparing with an existing machine, called here basic motor; the obtained results show that motor weight can be reduced by approximately 20%, while motor output power is kept constant. As the motor is designed for traction applications, the characteristics of the developed torque and speed were investigated under different gearing levels using magnetic gearing technique, the efficiency shows improvements in comparison to the basic motor.
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