Automatic Evaluation of Structural Integrity in Crashworthiness Simulations Using Image Analysis

被引:2
|
作者
Diermann, Verena [1 ]
Middendorf, Peter [2 ]
机构
[1] Daimler AG, R&D Grp, Hardware & Digital Technol, Wilhelm Runge Str 11, D-89081 Ulm, Germany
[2] Univ Stuttgart, Inst Aircraft Design, D-70569 Stuttgart, Germany
关键词
Crashworthiness simulation; Pole crash; Structural integrity; Automatic evaluation; Subjective perception; DESIGN;
D O I
10.1007/s12239-019-0006-y
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper presents an analysis of the possibility to evaluate full vehicle crashworthiness simulations automatically. Nowadays the evaluation of full vehicle crashworthiness simulations is done by only a few hard numerical criteria and a lot of soft criteria which get evaluated visually based on engineering experience. This lead to the crashworthiness simulation being regarded as not suitable for automatic evaluation and thus optimization. Therefore the evaluation criteria need to be formalized. Using the example of structural integrity of a left floor in the pole crash load case this paper shows the possibility to filter the objective part in the visual evaluation from the subjective part, deduce evaluation pattern from the objective part and implement those patterns in an automatic evaluation tool. The prototype of the automatic evaluation process is able to generate a numerical parameter which can be used as a restriction in a weight optimization process.
引用
收藏
页码:65 / 72
页数:8
相关论文
共 50 条
  • [1] Automatic Evaluation of Structural Integrity in Crashworthiness Simulations Using Image Analysis
    Verena Diermann
    Peter Middendorf
    International Journal of Automotive Technology, 2019, 20 : 65 - 72
  • [2] An Evaluation of Structural Integrity and Crashworthiness of Automatic Guideway Transit(AGT) Vehicle made of Sandwich Composites
    Ko, Hee-Young
    Shin, Kwang-Bok
    Cho, Se-Hyun
    Kim, Dea-Hwan
    COMPOSITES RESEARCH, 2008, 21 (05): : 15 - 22
  • [3] Automatic structure analysis and objective evaluation of woven fabric using image analysis
    Kang, TJ
    Choi, SH
    Kim, SM
    Oh, KW
    TEXTILE RESEARCH JOURNAL, 2001, 71 (03) : 261 - 270
  • [4] A machine learning framework for accelerating the design process using CAE simulations: An application to finite element analysis in structural crashworthiness
    Kohar, Christopher P.
    Greve, Lars
    Eller, Tom K.
    Connolly, Daniel S.
    Inal, Kaan
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 385 (385)
  • [5] Crashworthiness and structural analysis of Jingha guardrail
    Du, Xuejing
    Pei, Yulong
    Chen, Ke
    Xin, Deren
    Wang, Tiejun
    Cheng, Guozhu
    2019 5TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2019), 2019, : 580 - 585
  • [6] Crashworthiness Analysis for Structural Stability and Dynamics
    Sharma, Sunil Kumar
    Lee, Jaesun
    INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2021, 21 (04)
  • [7] Analysis of structural configurations for assessment of crashworthiness
    Reddy, T. J.
    Rao, Y. V. D.
    Narayanamurthy, V.
    PLASTICITY AND IMPACT MECHANICS, 2017, 173 : 1357 - 1364
  • [8] Automatic image analysis for steel hardness evaluation
    Rotaru, F
    Roman, M
    Bejinariu, S
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II, 2001, : 506 - 510
  • [9] Automatic image analysis in evaluation of aggregate shape
    Brzezicki, JM
    Kasperkiewicz, J
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 1999, 13 (02) : 123 - 128
  • [10] EVALUATION OF THE MICROSTRUCTURE WITH AUTOMATIC IMAGE-ANALYSIS
    HERTZMAN, S
    NORDGREN, A
    JKA-JERNKONTORETS ANNALER, 1983, 167 (06): : 38 - 38