一种新型迟滞电机的遗传算法优化

M. Sadeghi, A. Darabi
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引用次数: 4

摘要

磁滞电机是利用磁性材料磁滞特性的自启动同步电机。结构坚固,转速-转矩特性平稳,运行平稳,起动电流恒定小。然而,普通磁滞电机的缺点是效率低、功率因数低。最近,无芯双盘磁滞电机(CDDHM)被引入以提高磁滞电机的效率。到目前为止,设计算法和设计参数对CDDHM性能的影响还没有得到充分的研究。传统的优化算法通常用于解决线性问题,这些算法不容易适用于具有复杂、非线性和多值模型的迟滞电机的设计优化。这些困难主要是由于这样一个事实,即输出转矩的一个扁平迟滞电机是成比例的相关面积的迟滞回路的转子盘的体积。本文给出了一种初始设计算法,然后描述了一种基于遗传算法的方法的应用,该方法在所有细节上都成功地解决了CDDHM的最大效率优化问题。理论计算的输出功率和效率与实测值吻合良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of a new type of hysteresis motor using genetic algorithm
HYSTERESIS motors are self-starting synchronous motors that take advantage of the hysteresis characteristics of the magnetic materials. Robust structure, flat speed-torque characteristics, smooth operation and constant low starting current are the outstanding specifications of these machines. Nevertheless, low efficiency and low power factor are among the disadvantages of common hysteresis motors. Very recently, Coreless Dual Discs Hysteresis Motor (CDDHM) has been introduced to enhance the efficiency of the hysteresis motors. So far, design algorithm and impacts of the design parameters on the performance of the CDDHM have not been fully investigated. Conventional optimization algorithms commonly are employed to solve the linear problems and those are not easily applicable for design optimization of a hysteresis machine with a complicated, nonlinear and multi values model. These difficulties are mainly due to the fact that the output torque of a flat hysteresis motor is proportionally related to area of the hysteresis loops on volume of the rotor discs. This paper presents an initial design algorithm and then describes application of a genetic algorithm-based approach with all details solving successfully the maximum efficiency optimization problem of a CDDHM. The output power and efficiency obtained from theory is shown to be in good agreement with the measured values.
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