{"title":"Crashworthiness Sensitivity Analysis of Axisymmetric Rectangular Crash Absorbers with Diaphragms","authors":"Sabri Alper Keskin, E. Acar, M. Güler, M. Altin","doi":"10.1109/AUTOMOTIVESAFETY47494.2020.9293500","DOIUrl":null,"url":null,"abstract":"The main goal of this study is to analyze the effects of the wall and diaphragm thicknesses of a rectangular crash absorber on its crashworthiness performance. The crash absorber has three equally distanced diaphragms inside. A five variable problem is considered where the long and short edge thicknesses along with the thicknesses of the three diaphragms are accounted as design variables. The crashworthiness sensitivity analyses are performed on the initial peak force (IPCF) and specific energy absorption (SEA). 100 training points and 30 test points are created within the design domain using Latin hypercube sampling, and surrogate models are constructed. For each response, the most accurate surrogate model is determined and these models are further used in the sensitivity analysis. The effect of long and short edge thicknesses is found to be higher than the effect of diaphragms in both responses, with the effect of long edge thickness higher than the effect of short edge thickness.","PeriodicalId":192816,"journal":{"name":"2020 XII International Science-Technical Conference AUTOMOTIVE SAFETY","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 XII International Science-Technical Conference AUTOMOTIVE SAFETY","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AUTOMOTIVESAFETY47494.2020.9293500","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The main goal of this study is to analyze the effects of the wall and diaphragm thicknesses of a rectangular crash absorber on its crashworthiness performance. The crash absorber has three equally distanced diaphragms inside. A five variable problem is considered where the long and short edge thicknesses along with the thicknesses of the three diaphragms are accounted as design variables. The crashworthiness sensitivity analyses are performed on the initial peak force (IPCF) and specific energy absorption (SEA). 100 training points and 30 test points are created within the design domain using Latin hypercube sampling, and surrogate models are constructed. For each response, the most accurate surrogate model is determined and these models are further used in the sensitivity analysis. The effect of long and short edge thicknesses is found to be higher than the effect of diaphragms in both responses, with the effect of long edge thickness higher than the effect of short edge thickness.