Synergetic Optimization Based on Doubly Salient Pole-Changing Machine for Torque Ripple Reduction

IF 2.1 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Wenjie Wu;Mingyuan Jiang;Shuangxia Niu
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引用次数: 0

Abstract

In order to achieve the objective of simultaneously reducing the torque ripple in different operating states, a synergetic optimization based on the double salient pole-changing machine is proposed. The key of this method is that make the theoretical analysis about the specific impact of torque ripple based on different parts of the proposed machine. This step can help to determine the main parameters that require to be optimized for torque ripple, and then, the surrogate model is built to represent the relationship between the parameters and torque ripple. Besides, the multi-objective optimization algorithm is applied to achieve the best torque ripple in different operating states. Finally, the optimized scheme is selected according to the optimization method and make the simulation to verify its effectiveness through the finite element analysis method.
基于双凸极换极机的减矩脉动协同优化
为达到同时减小不同运行状态转矩脉动的目的,提出了一种基于双凸极换极机的协同优化方法。该方法的关键是根据所提出的电机的不同部件对转矩脉动的具体影响进行理论分析。这一步可以帮助确定转矩脉动需要优化的主要参数,然后建立代理模型来表示参数与转矩脉动之间的关系。此外,采用多目标优化算法实现了不同运行状态下的最佳转矩脉动。最后,根据优化方法选择优化方案,并通过有限元分析方法进行仿真验证其有效性。
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来源期刊
IEEE Transactions on Magnetics
IEEE Transactions on Magnetics 工程技术-工程:电子与电气
CiteScore
4.00
自引率
14.30%
发文量
565
审稿时长
4.1 months
期刊介绍: Science and technology related to the basic physics and engineering of magnetism, magnetic materials, applied magnetics, magnetic devices, and magnetic data storage. The IEEE Transactions on Magnetics publishes scholarly articles of archival value as well as tutorial expositions and critical reviews of classical subjects and topics of current interest.
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