基于Salp群算法的10kw高速发电机设计优化

Deniz Perin, Alper Akça, K. Yilmaz, A. D. Karaoglan
{"title":"基于Salp群算法的10kw高速发电机设计优化","authors":"Deniz Perin, Alper Akça, K. Yilmaz, A. D. Karaoglan","doi":"10.11159/icmie22.102","DOIUrl":null,"url":null,"abstract":"- The design of a 10 kW high-speed generator is optimized in this research. The objective is to optimize the design parameters of the high speed generator namely pole body width, pole shoe height, pole shoe width for the responses (pole shoe flux density, pole body flux density, rotor yoke flux density, efficiency, shaft torque, exciting current, exciting current density). Response surface face centered design is used for experimental design and mathematical modelling. Then salp swarm algorithm – which is a recently invented meta-heuristic algorithm – is used for performing the optimization. The experimental data is obtained from ANSYS MAXWELL simulations. The confirmations are also performed by ANSYS MAXWELL. The results show that the SSA is a good optimizer for these types of electric machines.","PeriodicalId":385356,"journal":{"name":"Proceedings of the 8th World Congress on Mechanical, Chemical, and Material Engineering","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design Optimization of 10 kW High Speed Generator by using Salp Swarm Algorithm\",\"authors\":\"Deniz Perin, Alper Akça, K. Yilmaz, A. D. Karaoglan\",\"doi\":\"10.11159/icmie22.102\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"- The design of a 10 kW high-speed generator is optimized in this research. The objective is to optimize the design parameters of the high speed generator namely pole body width, pole shoe height, pole shoe width for the responses (pole shoe flux density, pole body flux density, rotor yoke flux density, efficiency, shaft torque, exciting current, exciting current density). Response surface face centered design is used for experimental design and mathematical modelling. Then salp swarm algorithm – which is a recently invented meta-heuristic algorithm – is used for performing the optimization. The experimental data is obtained from ANSYS MAXWELL simulations. The confirmations are also performed by ANSYS MAXWELL. The results show that the SSA is a good optimizer for these types of electric machines.\",\"PeriodicalId\":385356,\"journal\":{\"name\":\"Proceedings of the 8th World Congress on Mechanical, Chemical, and Material Engineering\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 8th World Congress on Mechanical, Chemical, and Material Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.11159/icmie22.102\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 8th World Congress on Mechanical, Chemical, and Material Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11159/icmie22.102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本研究对10kw高速发电机的设计进行了优化。目的是优化高速发电机的设计参数,即极体宽度、极蹄高度、极蹄宽度的响应(极蹄磁通密度、极体磁通密度、转子轭磁通密度、效率、轴转矩、激励电流、激励电流密度)。实验设计和数学建模采用响应面中心设计。然后采用salp swarm算法(一种新发明的元启发式算法)进行优化。实验数据由ANSYS MAXWELL模拟得到。通过ANSYS MAXWELL进行了验证。结果表明,该方法对这类电机具有较好的优化效果。
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
Design Optimization of 10 kW High Speed Generator by using Salp Swarm Algorithm
- The design of a 10 kW high-speed generator is optimized in this research. The objective is to optimize the design parameters of the high speed generator namely pole body width, pole shoe height, pole shoe width for the responses (pole shoe flux density, pole body flux density, rotor yoke flux density, efficiency, shaft torque, exciting current, exciting current density). Response surface face centered design is used for experimental design and mathematical modelling. Then salp swarm algorithm – which is a recently invented meta-heuristic algorithm – is used for performing the optimization. The experimental data is obtained from ANSYS MAXWELL simulations. The confirmations are also performed by ANSYS MAXWELL. The results show that the SSA is a good optimizer for these types of electric machines.
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
自引率
0.00%
发文量
0
期刊最新文献
3D Printing Of Lunar Soil Simulant towards Compact Structures Additive Manufacturing of Capillary-Driven Two-Phase Cold Plates Eulerian Approach to CFD Analysis of a Bubble Column Reactor – A Review Optimization of CWP-Slag Blended Geopolymer Concrete using Taguchi Method A Coupled PIV PTV Technique for the Dispersed Oil-Water Two-Phase Flows Within a Centrifugal Pump Impeller
×
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