Genetic Algorithm based design optimization of a three-phase induction machine with external rotor

T. Gyorgy, K. Biro
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引用次数: 7

Abstract

More than 80% of three-phase Squirrel Cage Induction Machines are widely used in industrial and domestic applications because of the relative low cost and high reliability. When oversized, most of these machines operate with low efficiency and power factor. The objective of this paper is to develop a design for a three-phase induction machine with external rotor which reaches the IE3 category of the IEC 60034-30 standard. Induction machines with external rotor are widely used as industrial fans with fixed load, improving the efficiency by redesigning the interior of the machine is essential to reach the proposed objective. The optimal design of the induction machine with external rotor is proposed using Genetic Algorithm (GA). This algorithm is a population-based search algorithm characterized as conceptually simple, easy to implement and computationally efficient. A comparison of the optimum design with an existing design for a 0.5 kW motor is presented, demonstrating that the optimal design has higher efficiency in all load range.
基于遗传算法的外转子三相感应电机设计优化
由于成本相对较低,可靠性高,80%以上的三相鼠笼式感应电机广泛应用于工业和家庭应用。当过大时,这些机器大多以低效率和功率因数运行。本文的目的是开发一种外部转子三相感应电机的设计,该电机达到IEC 60034-30标准的IE3类。外转子感应电机广泛应用于固定负载的工业风机,通过对电机内部的重新设计来提高效率是实现上述目标的必要条件。采用遗传算法对外转子感应电机进行优化设计。该算法是一种基于种群的搜索算法,具有概念简单、易于实现和计算效率高等特点。将优化设计与现有的0.5 kW电机设计进行了比较,表明优化设计在所有负载范围内都具有更高的效率。
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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