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A New Data-Driven Design Method for Thin-Walled Vehicular Structures Under Crash Loading

Journal Article
2017-01-1463
ISSN: 2327-5626, e-ISSN: 2327-5634
DOI: https://doi.org/10.4271/2017-01-1463
Published March 28, 2017 by SAE International in United States
A New Data-Driven Design Method for Thin-Walled Vehicular Structures Under Crash Loading
Sector:
Citation: Du, X., Zhu, F., and Chou, C., "A New Data-Driven Design Method for Thin-Walled Vehicular Structures Under Crash Loading," SAE Int. J. Trans. Safety 5(2):188-193, 2017, https://doi.org/10.4271/2017-01-1463.
Language: English

References

  1. Abbasi , M. , Multiobjective crashworthiness optimization of multi-cornered thin-walled sheet metal members Thin-Walled Structures 2015 89 31 41
  2. Azimi , M.B. and Asgari , M. Energy absorption characteristics and a meta-model of miniature frusta under axial impact International Journal of Crashworthiness 2016 21 3 222 230
  3. Du , Q. Uncertainty Optimization of Thin-walled Beam Crashworthiness Based on Approximate Model with Step Encryption Technology SAE International Journal of Materials and Manufacturing 2016 9 3
  4. Liao , X. , A two-stage multi-objective optimisation of vehicle crashworthiness under frontal impact International Journal of Crashworthiness 2008 13 3 279 288
  5. Yildiz , A.R. and Solanki , K.N. Multi-objective optimization of vehicle crashworthiness using a new particle swarm based approach The International Journal of Advanced Manufacturing Technology 2012 59 1 367 376
  6. Zhu , F. , Jiang , B. and Chou , C.C. On the Development of a New Design Methodology for Vehicle Crashworthiness based on Data Mining Theory 2016 1
  7. Xu , H. , Chuang , C.-H. and Yang , R.-J. A Data Mining-Based Strategy for Direct Multidisciplinary Optimization SAE International Journal of Materials and Manufacturing 2015 8 357 363
  8. Fang , J. , On design of multi-cell tubes under axial and oblique impact loads Thin-Walled Structures 2015 95 115 126
  9. Fang , J. , Parametric analysis and multiobjective optimization for functionally graded foam-filled thin-wall tube under lateral impact Computational Materials Science 2014 90 265 275
  10. Yin , H. , Crashworthiness optimization design for foam-filled multi-cell thin-walled structures Thin-Walled Structures 2014 75 8 17
  11. Toledo , R. , Optimization of thin noise barrier designs using Evolutionary Algorithms and a Dual BEM Formulation Journal of Sound and Vibration 2015 334 219 238
  12. Sun , G. , Crashing analysis and multiobjective optimization for thin-walled structures with functionally graded thickness International Journal of Impact Engineering 2014 64 62 74
  13. Zhu , F. , Parametric analysis of the biomechanical response of head subjected to the primary blast loading - a data mining approach Comput Methods Biomech Biomed Engin 2015 1 7
  14. Zheng , K. , Yang , R. , and Hu , J. A New Variable Screening Method for Design Optimization of Large-Scale Problems SAE Int. J. Mater. Manf. 8 3 693 696 2015 10.4271/2015-01-0478
  15. Khakhali , A. , Reliability-based robust multi-objective crashworthiness optimisation of S-shaped box beams with parametric uncertainties International Journal of Crashworthiness 2010 15 4 443 456
  16. Tian , L. , Multi-objective optimisation of hybrid S-shaped rails under oblique impact loading International Journal of Heavy Vehicle Systems 2015 22 2 137
  17. Transportation., D.o. Occupant Crash Protection , in NHTSA-04- 18726 N.H.T.S. Administration 2005 National Highway Traffic Safety Administration Washington, DC
  18. Han , J. , Pei , J. and Kamber , M. Data mining: concepts and techniques 2011 Elsevier
  19. Bai , Z. , Optimal design of a crashworthy octagonal thin-walled sandwich tube under oblique loading International Journal of Crashworthiness 2015 20 4 401 411
  20. Chen , Y. , Wen , J. and Cheng , S. Probabilistic load flow method based on Nataf transformation and Latin hypercube sampling IEEE Transactions on Sustainable Energy 2013 4 2 294 301
  21. Iman , R.L. Latin hypercube sampling Encyclopedia of quantitative risk analysis and assessment 2008
  22. Nguyen , V.S. , Optimisation design of reinforced S-shaped frame structure under axial dynamic loading International Journal of Crashworthiness 2014 19 4 385 393
  23. Khakhali , A. , Robust Design of S-Shaped Box Beams Subjected to Compressive Load Mathematical Problems in Engineering 2010 2010 1 18
  24. Huh , H. and Kang , W. Crash-worthiness assessment of thin-walled structures with the high-strength steel sheet International Journal of Vehicle Design 2002 30 1-2 1 21
  25. Witten , I.H. , Frank , E. and Hall , M.A. Data Mining: Practical Machine Learning Tools and Techniques 2011 Morgan Kaufmann Publishers Inc. 664

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