基于遗传算法和有限元法的高温超导直线感应电机设计

Jia Zhao, Wei Zhang, Jin Fang, Zhongping Yang, T. Zheng, Youmei Liu
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引用次数: 7

摘要

介绍了遗传算法和有限元法在高温超导直线感应电动机优化设计中的应用。其设计过程与传统的直线感应电机有很大的不同。首先,采用遗传算法生成一系列优化设计数据。在恒流驱动下,以效率与功率因数的乘积为目标函数,使乘积最大化;其次,由于结构新颖独特,采用优化数据的电机模型需要用有限元法进行分析,以确认模型的准确性。结果表明,该方法作为一种HTS - LIM优化技术具有很高的精度。
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Design of HTS Linear Induction Motor using GA and the Finite Element Method
This paper presents the application of Genetic Algorithm (GA) and the Finite Element Method (FEM) for optimal design of a High Temperature Superconducting Linear Induction Motor (HTS LIM). The design procedure is much different from that of traditional Linear Induction Motors (LIMs). First, the GA method is used to produce a series of optimal design data. The product of efficiency and power factor is taken as an objective function in order to maximize the product under a constant current drive; second, due to the new and unique structure the model of the motor using the optimal data should be analyzed with the finite element method in order to confirm the accuracy of the model. As a result, it is known that the novel method is very accurate as an HTS LIM optimization technique.
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