Study on optimal design and vibration characteristics of diaphragm spring based on Genetic algorithm

IF 0.4 Q4 ENGINEERING, MECHANICAL
{"title":"Study on optimal design and vibration characteristics of diaphragm spring based on Genetic algorithm","authors":"","doi":"10.21152/1750-9548.17.3.289","DOIUrl":null,"url":null,"abstract":"The parameters of diaphragm spring are optimized and the dimensional parameters in this design are determined with careful derivation. The global optimization feature of the genetic algorithm is used to optimize the diaphragm spring and compared with the damping effect of the standard algorithms. The results show that the optimization design can significantly reduce the force and realize vibration control of the clutch when the design requirements are met. Due to the large error in calculating the vibration characteristics of diaphragm spring by the commonly used A-L method, the finite element method is used to study the influence of the separation finger structure on the load-deflection characteristics of diaphragm spring. To this end, three different window shapes of diaphragm springs are verified in real-life measurements, and the effective pressure test data for three types of diaphragm springs (type A, type B and type C) are selected. Finally, the load displacement of the peak and valley is obtained by summing their averages under loading and unloading of each diaphragm spring model. Moreover, a new method for calculating the vibration characteristics is obtained by introducing the genetic algorithms into the optimal design of diaphragm springs. Compared the A-L method, the finite element method and the proposed method with the measured data, it is verified that the proposed method has high accuracy in calculating the vibration characteristics of diaphragm springs.","PeriodicalId":51903,"journal":{"name":"International Journal of Multiphysics","volume":"33 1","pages":"0"},"PeriodicalIF":0.4000,"publicationDate":"2023-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Multiphysics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21152/1750-9548.17.3.289","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
引用次数: 0

Abstract

The parameters of diaphragm spring are optimized and the dimensional parameters in this design are determined with careful derivation. The global optimization feature of the genetic algorithm is used to optimize the diaphragm spring and compared with the damping effect of the standard algorithms. The results show that the optimization design can significantly reduce the force and realize vibration control of the clutch when the design requirements are met. Due to the large error in calculating the vibration characteristics of diaphragm spring by the commonly used A-L method, the finite element method is used to study the influence of the separation finger structure on the load-deflection characteristics of diaphragm spring. To this end, three different window shapes of diaphragm springs are verified in real-life measurements, and the effective pressure test data for three types of diaphragm springs (type A, type B and type C) are selected. Finally, the load displacement of the peak and valley is obtained by summing their averages under loading and unloading of each diaphragm spring model. Moreover, a new method for calculating the vibration characteristics is obtained by introducing the genetic algorithms into the optimal design of diaphragm springs. Compared the A-L method, the finite element method and the proposed method with the measured data, it is verified that the proposed method has high accuracy in calculating the vibration characteristics of diaphragm springs.
基于遗传算法的膜片弹簧优化设计及振动特性研究
对膜片弹簧的参数进行了优化,并进行了详细的推导,确定了膜片弹簧的尺寸参数。利用遗传算法的全局优化特性对膜片弹簧进行了优化,并与标准算法的阻尼效果进行了比较。结果表明,在满足设计要求的情况下,优化设计能显著减小离合器受力,实现离合器振动控制。由于常用的A-L法计算膜片弹簧振动特性误差较大,采用有限元法研究分离指结构对膜片弹簧载荷-挠度特性的影响。为此,在实际测量中验证了膜片弹簧的三种不同窗口形状,并选取了A、B、C三种膜片弹簧的有效压力试验数据。最后,将各膜片弹簧模型在加、卸荷作用下的峰、谷荷载位移的平均值求和,得到峰、谷荷载位移。此外,将遗传算法引入膜片弹簧的优化设计中,得到了一种计算膜片弹簧振动特性的新方法。将A-L法、有限元法和本文方法与实测数据进行比较,验证了本文方法在计算膜片弹簧振动特性方面具有较高的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Multiphysics
International Journal of Multiphysics ENGINEERING, MECHANICAL-
CiteScore
1.20
自引率
57.10%
发文量
21
审稿时长
15 weeks
×
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