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Volumn 223, Issue 9, 2009, Pages 1133-1147

Metamodel-based lightweight design of an automotive front-body structure using robust optimization

Author keywords

Design and analysis of a computer experiment; Front body structure; Lightweight design; Monte Carlo simulation; Robust optimization; Structural crashworthiness performance; Support vector regression

Indexed keywords

ACCIDENTS; AUTOMOBILE BODIES; CRASHWORTHINESS; GAGES; GENETIC ALGORITHMS; MONTE CARLO METHODS; RELIABILITY ANALYSIS; SHAPE OPTIMIZATION; STRUCTURAL ANALYSIS; SUPPORT VECTOR REGRESSION;

EID: 70350351259     PISSN: 09544070     EISSN: None     Source Type: Journal    
DOI: 10.1243/09544070JAUTO1045     Document Type: Article
Times cited : (88)

References (41)
  • 1
    • 34249911378 scopus 로고    scopus 로고
    • Fuel economy and weight reduction of motor vehicles
    • Osuga, R. Fuel economy and weight reduction of motor vehicles. J. Soc. Automot. Engrs Japan, 2001, 55(4), 4-8.
    • (2001) J. Soc. Automot. Engrs Japan , vol.55 , Issue.4 , pp. 4-8
    • Osuga, R.1
  • 2
    • 85072454816 scopus 로고    scopus 로고
    • ULSAC - Lightweight steel automotive closures
    • Koehr, R. ULSAC - lightweight steel automotive closures. SAE paper 2001-2101-0076, 2001.
    • (2001) SAE Paper 2001-2101-0076
    • Koehr, R.1
  • 4
    • 25844514242 scopus 로고    scopus 로고
    • Research on lightweight auto-body material based on crash- worthiness simulation
    • Zhu, P., Zhang, Y., Ge, L., and Lin, Z.-Q. Research on lightweight auto-body material based on crash- worthiness simulation. Chin. J. Mech. Engng, 2005, 41(9), 207-211
    • (2005) Chin. J. Mech. Engng. , vol.41 , Issue.9 , pp. 207-211
    • Zhu, P.1    Zhang, Y.2    Ge, L.3    Lin, Z.-Q.4
  • 5
    • 33645640504 scopus 로고    scopus 로고
    • Lightweight design of bonnet in auto-body based on finite element method
    • Zhang, Y., Zhu, P., Chen, G.-L., and Lin, Z.-Q. Lightweight design of bonnet in auto-body based on finite element method. J. Shanghai Jiao Tong Univ., 2006, 40(1), 163-166
    • (2006) J. Shanghai Jiao Tong Univ. , vol.40 , Issue.1 , pp. 163-166
    • Zhang, Y.1    Zhu, P.2    Chen, G.-L.3    Lin, Z.-Q.4
  • 7
    • 34249873558 scopus 로고    scopus 로고
    • Study on structural lightweight design of automotive front side rail based on response surface method
    • DOI 10.1115/1.2712223
    • Zhang, Y., Zhu, P., Chen, G.-L., and Lin, Z.-Q. Study on structural lightweight design of automotive front side rail based on response surface method. Trans. ASME, J. Mech. Des., 2007, 129, 553-557 (Pubitemid 46865186)
    • (2007) Journal of Mechanical Design, Transactions of the ASME , vol.129 , Issue.5 , pp. 553-557
    • Zhang, Y.1    Zhu, P.2    Chen, G.L.3    Lin, Z.Q.4
  • 8
    • 0035395963 scopus 로고    scopus 로고
    • Optimization of a car body component subjected to side impact
    • Marklund, P. O. and Nilsson, L. Optimization of a car body component subjected to side impact. Struct. Multidisciplinary Optimization, 2001, 21, 383-392
    • (2001) Struct. Multidisciplinary Optimization , vol.21 , pp. 383-392
    • Marklund, P.O.1    Nilsson, L.2
  • 10
  • 11
    • 1542712596 scopus 로고    scopus 로고
    • Reliability-based design optimization for crash- worthiness of vehicle side impact
    • Youn, B. D., Choi, K. K., Yang, R.-J., and Gu, L. Reliability-based design optimization for crash- worthiness of vehicle side impact. Struct. Multi- disciplinary Optimization, 2004, 26, 272-283
    • (2004) Struct. Multi- Disciplinary Optimization , vol.26 , pp. 272-283
    • Youn, B.D.1    Choi, K.K.2    Yang, R.-J.3    Gu, L.4
  • 12
    • 34548033265 scopus 로고    scopus 로고
    • Lightweight Design of Automotive Front Side Rail Based on Robust Optimisation
    • DOI 10.1016/j.tws.2007.05.007, PII S0263823107001309
    • Zhang, Y., Zhu, P., and Chen, G. L. Lightweight design of automotive front side rail based on robust optimization. Thin-walled Struct., 2007, 45(7-8), 670-676 (Pubitemid 47284583)
    • (2007) Thin-Walled Structures , vol.45 , Issue.7-8 , pp. 670-676
    • Zhang, Y.1    Zhu, P.2    Chen, G.3
  • 14
    • 0029326230 scopus 로고
    • Robust mechanical design using engineering models
    • Parkinson, A. Robust mechanical design using engineering models. Trans. ASME, J. Mech. Des., 1995, 117, 48-54.
    • (1995) Trans. ASME, J. Mech. Des. , vol.117 , pp. 48-54
    • Parkinson, A.1
  • 15
    • 1542607138 scopus 로고    scopus 로고
    • China Machine Press, Beijing
    • Chen, L. Z. Robust design, 2000 (China Machine Press, Beijing).
    • (2000) Robust Design
    • Chen, L.Z.1
  • 17
    • 0004699173 scopus 로고    scopus 로고
    • Effect of the cross- sectional shape on crash behavior of a 3-D space frame
    • Massachusetts Institute of Technology, Cambridge, Massachusetts, May
    • Kim, H. S. and Wierzbicki, T. Effect of the cross- sectional shape on crash behavior of a 3-D space frame. Report 34, Impact and Crashworthiness Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts, May 2000
    • (2000) Report 34, Impact and Crashworthiness Laboratory
    • Kim, H.S.1    Wierzbicki, T.2
  • 18
    • 34248346299 scopus 로고    scopus 로고
    • Review of metamodeling techniques in support of engineering design optimization
    • Wang, G. G. and Shan, S. Review of metamodeling techniques in support of engineering design optimization. Trans. ASME, J. Mech. Des., 2007, 129(4), 370-380
    • (2007) Trans. ASME, J. Mech. Des. , vol.129 , Issue.4 , pp. 370-380
    • Wang, G.G.1    Shan, S.2
  • 19
    • 0000312771 scopus 로고    scopus 로고
    • Sampling strategies for computer experiments: Design and analysis
    • Simpson, T. W., Lin, D. K. J., and Chen, W. Sampling strategies for computer experiments: design and analysis. Int. J. Reliability Applic., 2001, 2(3), 209-240
    • (2001) Int. J. Reliability Applic. , vol.2 , Issue.3 , pp. 209-240
    • Simpson, T.W.1    Lin, D.K.J.2    Chen, W.3
  • 20
    • 0034248857 scopus 로고    scopus 로고
    • Uniform design: Theory and application
    • Fang, K. T., Lin, D. K. J., Winker, P., and Zhang, Y. Uniform design: theory and application. Techno- metrics, 2000, 39(3), 237-248.
    • (2000) Technometrics , vol.39 , Issue.3 , pp. 237-248
    • Fang, K.T.1    Lin, D.K.J.2    Winker, P.3    Zhang, Y.4
  • 21
    • 0003219936 scopus 로고
    • Experimental design by uniform distribution
    • Fang, K. T. Experimental design by uniform distribution. Acta Mathematice Applicatae Sinica, 1980, 3, 363-372.
    • (1980) Acta Mathematice Applicatae Sinica , vol.3 , pp. 363-372
    • Fang, K.T.1
  • 22
    • 0035727744 scopus 로고    scopus 로고
    • Comparative studies of metamodeling techniques under multiple modeling criteria
    • Jin, R., Chen, W., and Simpson, T. W. Comparative studies of metamodeling techniques under multiple modeling criteria. Struct. Multidisciplinary Optimization, 2001, 23(1), 1-13
    • (2001) Struct. Multidisciplinary Optimization , vol.23 , Issue.1 , pp. 1-13
    • Jin, R.1    Chen, W.2    Simpson, T.W.3
  • 24
    • 33644619927 scopus 로고    scopus 로고
    • A review on design, modeling and applications of computer experiments
    • Chen, V. C. P., Tsui, K. L., Barton, R. R., and Meckesheimer, M. A review on design, modeling and applications of computer experiments. IIE Trans., 2006, 38, 273-291
    • (2006) IIE Trans. , vol.38 , pp. 273-291
    • Chen, V.C.P.1    Tsui, K.L.2    Barton, R.R.3    Meckesheimer, M.4
  • 25
    • 25144486629 scopus 로고    scopus 로고
    • Analysis of support vector regression for approximation of complex engineering analyses
    • Clarke, S. M., Griebsch, J. H., and Simpson, T. W. Analysis of support vector regression for approximation of complex engineering analyses. Trans. ASME, J. Mech. Des., 2005, 127(4), 1077-1087
    • (2005) Trans. ASME, J. Mech. Des. , vol.127 , Issue.4 , pp. 1077-1087
    • Clarke, S.M.1    Griebsch, J.H.2    Simpson, T.W.3
  • 26
  • 29
    • 0036582564 scopus 로고    scopus 로고
    • Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel, Fisher discriminant analysis
    • Van Gestel, T., Suykens, J. A. K., Lanckriet, G., Lambrechts, A., De Moor, B., and Vandewalle, J. Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel Fisher discriminant analysis. Neural Comput., 2002, 15(5), 1115-1148
    • (2002) Neural Comput. , vol.15 , Issue.5 , pp. 1115-1148
    • Van Gestel, T.1    Suykens, J.A.K.2    Lanckriet, G.3    Lambrechts, A.4    De Moor, B.5    Vandewalle, J.6
  • 30
    • 33845291500 scopus 로고    scopus 로고
    • Kernel based algorithms for mining huge data sets
    • Huang, T. M., Kecman, V., and Kopriva, I. Kernel based algorithms for mining huge data sets. Stud. Comput. Intell, 2006, 17, 11-60
    • (2006) Stud. Comput. Intell. , vol.17 , pp. 11-60
    • Huang, T.M.1    Kecman, V.2    Kopriva, I.3
  • 32
    • 38349131397 scopus 로고    scopus 로고
    • Sequential optimization and reliability assessment for multi- disciplinary systems design
    • Du, X., Guo, J., and Beeram, H. Sequential optimization and reliability assessment for multi- disciplinary systems design. Struct. Multidisciplin- ary Optimization, 2008, 35, 117-130
    • (2008) Struct. Multidisciplin-ary Optimization , vol.35 , pp. 117-130
    • Du, X.1    Guo, J.2    Beeram, H.3
  • 33
    • 17444387475 scopus 로고    scopus 로고
    • Adaptive probability analysis using an enhanced hybrid mean value method
    • Youn, B. D., Choi, K. K., and Du, L. Adaptive probability analysis using an enhanced hybrid mean value method. J. Struct. Multidisciplinary Optimization, 2005, 29 (2), 134-148
    • (2005) J. Struct. Multidisciplinary Optimization , vol.29 , Issue.2 , pp. 134-148
    • Youn, B.D.1    Choi, K.K.2    Du, L.3
  • 34
    • 0033296449 scopus 로고    scopus 로고
    • A new study on reliability-based design optimization
    • Tu, J., Choi, K. K., and Young, H. P. A new study on reliability-based design optimization. Trans. ASME, J. Mech. Engng, 1999, 121, 557-564
    • (1999) Trans. ASME, J. Mech. Engng. , vol.121 , pp. 557-564
    • Tu, J.1    Choi, K.K.2    Young, H.P.3
  • 35
    • 58049171179 scopus 로고    scopus 로고
    • Reliability-based robust design optimization using the eigenvector dimension reduction (EDR) method
    • Doi: 10.1007/s00158-008-0239-2
    • Youn, B. D. and Xi, Z. Reliability-based robust design optimization using the eigenvector dimension reduction (EDR) method. Struct. Multidisci- plinary Optimization, 2008, 37(5), 475-492. Doi: 10.1007/s00158-008-0239-2
    • (2008) Struct. Multidisci- Plinary Optimization , vol.37 , Issue.5 , pp. 475-492
    • Youn, B.D.1    Xi, Z.2
  • 36
    • 40949146990 scopus 로고    scopus 로고
    • Reliable design space and complete single-loop reliability-based design optimization
    • complete single-loop reliability-based design optimization. Reliability Engng System Safety
    • Shan, S. and Wang, G. G. Reliable design space and complete single-loop reliability-based design optimization. Reliability Engng System Safety, 2008, 93(8), 1218-1230. complete single-loop reliability-based design optimization. Reliability Engng System Safety
    • (2008) Reliability Engng System Safety , vol.93 , Issue.8 , pp. 1218-1230
    • Shan, S.1    Wang, G.G.2
  • 38
    • 0000876857 scopus 로고    scopus 로고
    • On quasi-Monte Carlo integrations
    • Sobol, I. M. On quasi-Monte Carlo integrations. Math. Comput. Simulation, 1998, 47, 103-112.
    • (1998) Math. Comput. Simulation , vol.47 , pp. 103-112
    • Sobol, I.M.1
  • 39
    • 0028483881 scopus 로고
    • Computational methods for efficient structural reliability and reliability sensitivity analysis
    • Wu, Y.-T. Computational methods for efficient structural reliability and reliability sensitivity analysis. AIAA J., 1994, 32(8), 1717-1723
    • (1994) AIAA J. , vol.32 , Issue.8 , pp. 1717-1723
    • Wu, Y.-T.1
  • 40
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • Neal, R. M. Annealed importance sampling. Statist. Comput., 2001, 11, 125-139.
    • (2001) Statist. Comput. , vol.11 , pp. 125-139
    • Neal, R.M.1
  • 41
    • 33847347292 scopus 로고    scopus 로고
    • Application of subset simulation methods to reliability benchmark problems
    • Au, S. K., Ching, J., and Beck, J. L. Application of subset simulation methods to reliability benchmark problems. Struct. Safety, 2007, 29, 183-193
    • (2007) Struct. Safety , vol.29 , pp. 183-193
    • Au, S.K.1    Ching, J.2    Beck, J.L.3


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