{"title":"Synergetic Optimization Based on Doubly Salient Pole-Changing Machine for Torque Ripple Reduction","authors":"Wenjie Wu;Mingyuan Jiang;Shuangxia Niu","doi":"10.1109/TMAG.2025.3540271","DOIUrl":null,"url":null,"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.","PeriodicalId":13405,"journal":{"name":"IEEE Transactions on Magnetics","volume":"61 5","pages":"1-5"},"PeriodicalIF":2.1000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Magnetics","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10879021/","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.