晶圆减薄机设计变量的静态和动态分析及多目标优化

IF 1.5 Q2 ENGINEERING, MULTIDISCIPLINARY
Guijiu Xie, Wenbin Zhang, Dongge He, Zhongbo Yi, Zhu Liu, Shibo Wang and Yan Wang
{"title":"晶圆减薄机设计变量的静态和动态分析及多目标优化","authors":"Guijiu Xie, Wenbin Zhang, Dongge He, Zhongbo Yi, Zhu Liu, Shibo Wang and Yan Wang","doi":"10.1088/2631-8695/ad74c9","DOIUrl":null,"url":null,"abstract":"In order to meeting the physical strength, heat dissipation and dimensional requirements of chips, the wafer surface needs to be thinned by wafer thinning machines. In the design of wafer thinning machine, the analysis and optimization of castings is an important and complex issue. In this study, the multi-objective optimization of wafer thinning machine’ s design variables are executed due to static and dynamic analyses. According to the analysis results, the design quality, amplitude and equivalent stress of the casting are optimized. The inner diameter of the ring, the height of the ring, the height of the middle groove, and the height of the groove on both sides are selected as the main design variables of the optimization. The results show that the static deformation of the optimized cast structure is 8% lower than the original structure, the overall mass is 4% lower, the operating frequency is 3.5% lower, higher stability, smaller mass and amplitude are obtained after optimization. The research has a great significance for the wafer thinning machines design, and provides theoretical guidance for the development of other lithography equipments.","PeriodicalId":11753,"journal":{"name":"Engineering Research Express","volume":"13 1","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Static and dynamic analyses and multi-objective optimization of wafer thinning machine’s design variables\",\"authors\":\"Guijiu Xie, Wenbin Zhang, Dongge He, Zhongbo Yi, Zhu Liu, Shibo Wang and Yan Wang\",\"doi\":\"10.1088/2631-8695/ad74c9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to meeting the physical strength, heat dissipation and dimensional requirements of chips, the wafer surface needs to be thinned by wafer thinning machines. In the design of wafer thinning machine, the analysis and optimization of castings is an important and complex issue. In this study, the multi-objective optimization of wafer thinning machine’ s design variables are executed due to static and dynamic analyses. According to the analysis results, the design quality, amplitude and equivalent stress of the casting are optimized. The inner diameter of the ring, the height of the ring, the height of the middle groove, and the height of the groove on both sides are selected as the main design variables of the optimization. The results show that the static deformation of the optimized cast structure is 8% lower than the original structure, the overall mass is 4% lower, the operating frequency is 3.5% lower, higher stability, smaller mass and amplitude are obtained after optimization. The research has a great significance for the wafer thinning machines design, and provides theoretical guidance for the development of other lithography equipments.\",\"PeriodicalId\":11753,\"journal\":{\"name\":\"Engineering Research Express\",\"volume\":\"13 1\",\"pages\":\"\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2024-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Engineering Research Express\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1088/2631-8695/ad74c9\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Engineering Research Express","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1088/2631-8695/ad74c9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

为了满足芯片的物理强度、散热和尺寸要求,需要使用晶片减薄机对晶片表面进行减薄。在晶圆减薄机的设计中,铸件的分析和优化是一个重要而复杂的问题。本研究通过静态和动态分析,对晶圆削薄机的设计变量进行了多目标优化。根据分析结果,对铸件的设计质量、振幅和等效应力进行了优化。选择环的内径、环的高度、中间凹槽的高度和两侧凹槽的高度作为优化的主要设计变量。结果表明,优化后的铸造结构的静态变形比原结构降低了 8%,整体质量降低了 4%,工作频率降低了 3.5%,稳定性更高,质量和振幅更小。该研究对晶圆减薄机的设计具有重要意义,并为其他光刻设备的开发提供了理论指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Static and dynamic analyses and multi-objective optimization of wafer thinning machine’s design variables
In order to meeting the physical strength, heat dissipation and dimensional requirements of chips, the wafer surface needs to be thinned by wafer thinning machines. In the design of wafer thinning machine, the analysis and optimization of castings is an important and complex issue. In this study, the multi-objective optimization of wafer thinning machine’ s design variables are executed due to static and dynamic analyses. According to the analysis results, the design quality, amplitude and equivalent stress of the casting are optimized. The inner diameter of the ring, the height of the ring, the height of the middle groove, and the height of the groove on both sides are selected as the main design variables of the optimization. The results show that the static deformation of the optimized cast structure is 8% lower than the original structure, the overall mass is 4% lower, the operating frequency is 3.5% lower, higher stability, smaller mass and amplitude are obtained after optimization. The research has a great significance for the wafer thinning machines design, and provides theoretical guidance for the development of other lithography equipments.
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
Engineering Research Express
Engineering Research Express Engineering-Engineering (all)
CiteScore
2.20
自引率
5.90%
发文量
192
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信