基于网格平滑的IPMSM拓扑优化与参数优化相结合

IF 1 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering Pub Date : 2023-08-11 DOI:10.1108/compel-12-2022-0426
Zhen Sun, Takahiro Sato, Kota Watanabe
{"title":"基于网格平滑的IPMSM拓扑优化与参数优化相结合","authors":"Zhen Sun, Takahiro Sato, Kota Watanabe","doi":"10.1108/compel-12-2022-0426","DOIUrl":null,"url":null,"abstract":"\nPurpose\nTopology optimization (TO) methods have shown their unique advantage in the innovative design of electric machines. However, when introducing the TO method to the rotor design of interior permanent magnet (PM) synchronous machines (IPMSMs), the layout parameters of the magnet cannot be synchronously optimized with the topology of the air barrier; the full design potential, thus, cannot be unlocked. The purpose of this paper is to develop a novel method in which the layout parameters PMs and the topology of air barriers can be optimized simultaneously for aiding the innovative design of IPMSMs.\n\n\nDesign/methodology/approach\nThis paper presents a simultaneous TO and parameter optimization (PO) method that is applicable to the innovative design of IPMSMs. In this method, the mesh deformation technique is introduced to make it possible to make a connection between the TO and PO, and the multimodal optimization problem can thereby be solved more efficiently because good topological features are inherited during iterative optimization.\n\n\nFindings\nThe numerical results of two case studies show that the proposed method can find better Pareto fronts than the traditional TO method within comparable time-consuming. As the optimal design result, novel rotor structures with better torque profiles and higher reluctance torque are respectively found.\n\n\nOriginality/value\nA method that can simultaneously optimize the topology and parameter variables for the design of IPMSMs is proposed. The numerical results show that the proposed method is useful and practical for the conceptual and innovative design of IPMSMs because it can automatically explore optimal rotor structures from the full design space without relying on the experience and knowledge of the engineer.\n","PeriodicalId":55233,"journal":{"name":"Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering","volume":"47 1","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Topology optimization and parameter optimization hybridized by mesh smoothing for IPMSM design\",\"authors\":\"Zhen Sun, Takahiro Sato, Kota Watanabe\",\"doi\":\"10.1108/compel-12-2022-0426\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nTopology optimization (TO) methods have shown their unique advantage in the innovative design of electric machines. However, when introducing the TO method to the rotor design of interior permanent magnet (PM) synchronous machines (IPMSMs), the layout parameters of the magnet cannot be synchronously optimized with the topology of the air barrier; the full design potential, thus, cannot be unlocked. The purpose of this paper is to develop a novel method in which the layout parameters PMs and the topology of air barriers can be optimized simultaneously for aiding the innovative design of IPMSMs.\\n\\n\\nDesign/methodology/approach\\nThis paper presents a simultaneous TO and parameter optimization (PO) method that is applicable to the innovative design of IPMSMs. In this method, the mesh deformation technique is introduced to make it possible to make a connection between the TO and PO, and the multimodal optimization problem can thereby be solved more efficiently because good topological features are inherited during iterative optimization.\\n\\n\\nFindings\\nThe numerical results of two case studies show that the proposed method can find better Pareto fronts than the traditional TO method within comparable time-consuming. As the optimal design result, novel rotor structures with better torque profiles and higher reluctance torque are respectively found.\\n\\n\\nOriginality/value\\nA method that can simultaneously optimize the topology and parameter variables for the design of IPMSMs is proposed. The numerical results show that the proposed method is useful and practical for the conceptual and innovative design of IPMSMs because it can automatically explore optimal rotor structures from the full design space without relying on the experience and knowledge of the engineer.\\n\",\"PeriodicalId\":55233,\"journal\":{\"name\":\"Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering\",\"volume\":\"47 1\",\"pages\":\"\"},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2023-08-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1108/compel-12-2022-0426\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1108/compel-12-2022-0426","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

摘要

目的拓扑优化方法在电机创新设计中显示出独特的优势。然而,将TO方法引入内置永磁同步电机转子设计时,磁体的布局参数无法与气障拓扑同步优化;因此,不能释放全部设计潜力。本文的目的是开发一种新的方法,该方法可以同时优化pmms的布局参数和空气屏障的拓扑结构,以帮助ipmms的创新设计。设计/方法/途径本文提出了一种适用于ipmms创新设计的同步TO和参数优化(PO)方法。该方法引入网格变形技术,实现了to和PO之间的连接,在迭代优化过程中继承了良好的拓扑特征,从而提高了多模态优化问题的求解效率。两个算例的数值结果表明,该方法可以在相当的时间内找到比传统TO方法更好的帕累托前沿。根据优化设计结果,找到了具有较好转矩分布和较高磁阻转矩的新型转子结构。提出了一种可同时优化ipmsm拓扑和参数变量的方法。数值计算结果表明,该方法可以在不依赖工程师的经验和知识的情况下,从整个设计空间自动探索转子的最佳结构,对ipmsm的概念设计和创新设计具有实用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Topology optimization and parameter optimization hybridized by mesh smoothing for IPMSM design
Purpose Topology optimization (TO) methods have shown their unique advantage in the innovative design of electric machines. However, when introducing the TO method to the rotor design of interior permanent magnet (PM) synchronous machines (IPMSMs), the layout parameters of the magnet cannot be synchronously optimized with the topology of the air barrier; the full design potential, thus, cannot be unlocked. The purpose of this paper is to develop a novel method in which the layout parameters PMs and the topology of air barriers can be optimized simultaneously for aiding the innovative design of IPMSMs. Design/methodology/approach This paper presents a simultaneous TO and parameter optimization (PO) method that is applicable to the innovative design of IPMSMs. In this method, the mesh deformation technique is introduced to make it possible to make a connection between the TO and PO, and the multimodal optimization problem can thereby be solved more efficiently because good topological features are inherited during iterative optimization. Findings The numerical results of two case studies show that the proposed method can find better Pareto fronts than the traditional TO method within comparable time-consuming. As the optimal design result, novel rotor structures with better torque profiles and higher reluctance torque are respectively found. Originality/value A method that can simultaneously optimize the topology and parameter variables for the design of IPMSMs is proposed. The numerical results show that the proposed method is useful and practical for the conceptual and innovative design of IPMSMs because it can automatically explore optimal rotor structures from the full design space without relying on the experience and knowledge of the engineer.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
1.60
自引率
0.00%
发文量
124
审稿时长
4.2 months
期刊介绍: COMPEL exists for the discussion and dissemination of computational and analytical methods in electrical and electronic engineering. The main emphasis of papers should be on methods and new techniques, or the application of existing techniques in a novel way. Whilst papers with immediate application to particular engineering problems are welcome, so too are papers that form a basis for further development in the area of study. A double-blind review process ensures the content''s validity and relevance.
期刊最新文献
Refining the physical description of charge trapping and detrapping in a transport model for dielectrics using an optimization algorithm Asymmetric air gap fault detection in linear permanent magnet Vernier machines Development and comparison of double-stator memory machines with parallel hybrid magnets Micromagnetics and multiscale hysteresis simulations of permanent magnets Optimization design of insulation structure of multiwinding high-frequency transformer based on response surface method
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1