高分辨率时间依赖性实验和模拟碰撞试验数据的对齐

IF 1.8 4区 工程技术 Q3 ENGINEERING, MANUFACTURING
J. Garcke, Sara Hahner, Rodrigo Iza-Teran
{"title":"高分辨率时间依赖性实验和模拟碰撞试验数据的对齐","authors":"J. Garcke, Sara Hahner, Rodrigo Iza-Teran","doi":"10.1080/13588265.2022.2131078","DOIUrl":null,"url":null,"abstract":"We investigate for car and component crash tests the comparison of highly resolved experimental data with corresponding simulation data. Due to recent advances for optical measurement systems, one can nowadays obtain surface measurement data from a real crash experiment with high resolution in space and time. These advances call for new data processing methods that allow an alignment of this experimental data with numerical simulation results. We propose an approach based on a data representation stemming from a discrete Laplace–Beltrami operator, which allows such an alignment as well as a joint visual comparative analysis of both data sources. The method enables the identification of the best corresponding simulation among several numerical results, which allows inferring physical quantities that cannot be measured in experiments. We evaluate the procedure on synthetic and real experimental data from two different setups.","PeriodicalId":13784,"journal":{"name":"International Journal of Crashworthiness","volume":" ","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Alignment of highly resolved time-dependent experimental and simulated crash test data\",\"authors\":\"J. Garcke, Sara Hahner, Rodrigo Iza-Teran\",\"doi\":\"10.1080/13588265.2022.2131078\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We investigate for car and component crash tests the comparison of highly resolved experimental data with corresponding simulation data. Due to recent advances for optical measurement systems, one can nowadays obtain surface measurement data from a real crash experiment with high resolution in space and time. These advances call for new data processing methods that allow an alignment of this experimental data with numerical simulation results. We propose an approach based on a data representation stemming from a discrete Laplace–Beltrami operator, which allows such an alignment as well as a joint visual comparative analysis of both data sources. The method enables the identification of the best corresponding simulation among several numerical results, which allows inferring physical quantities that cannot be measured in experiments. We evaluate the procedure on synthetic and real experimental data from two different setups.\",\"PeriodicalId\":13784,\"journal\":{\"name\":\"International Journal of Crashworthiness\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2022-10-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Crashworthiness\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/13588265.2022.2131078\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, MANUFACTURING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Crashworthiness","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/13588265.2022.2131078","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 1

摘要

我们研究了汽车和部件碰撞测试中高分辨率实验数据与相应模拟数据的比较。由于光学测量系统的最新进展,人们现在可以在空间和时间上以高分辨率从真实的碰撞实验中获得表面测量数据。这些进步要求采用新的数据处理方法,使实验数据与数值模拟结果相一致。我们提出了一种基于源自离散拉普拉斯-贝尔特拉米算子的数据表示的方法,该方法允许对两个数据源进行这种对齐以及联合视觉比较分析。该方法能够在几个数值结果中识别出最佳的对应模拟,从而推断出实验中无法测量的物理量。我们对来自两个不同装置的合成和真实实验数据进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Alignment of highly resolved time-dependent experimental and simulated crash test data
We investigate for car and component crash tests the comparison of highly resolved experimental data with corresponding simulation data. Due to recent advances for optical measurement systems, one can nowadays obtain surface measurement data from a real crash experiment with high resolution in space and time. These advances call for new data processing methods that allow an alignment of this experimental data with numerical simulation results. We propose an approach based on a data representation stemming from a discrete Laplace–Beltrami operator, which allows such an alignment as well as a joint visual comparative analysis of both data sources. The method enables the identification of the best corresponding simulation among several numerical results, which allows inferring physical quantities that cannot be measured in experiments. We evaluate the procedure on synthetic and real experimental data from two different setups.
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
International Journal of Crashworthiness
International Journal of Crashworthiness 工程技术-工程:机械
CiteScore
3.70
自引率
10.50%
发文量
72
审稿时长
2.3 months
期刊介绍: International Journal of Crashworthiness is the only journal covering all matters relating to the crashworthiness of road vehicles (including cars, trucks, buses and motorcycles), rail vehicles, air and spacecraft, ships and submarines, and on- and off-shore installations. The Journal provides a unique forum for the publication of original research and applied studies relevant to an audience of academics, designers and practicing engineers. International Journal of Crashworthiness publishes both original research papers (full papers and short communications) and state-of-the-art reviews. International Journal of Crashworthiness welcomes papers that address the quality of response of materials, body structures and energy-absorbing systems that are subjected to sudden dynamic loading, papers focused on new crashworthy structures, new concepts in restraint systems and realistic accident reconstruction.
×
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