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Efficient Surrogate-Based NVH Optimization of a Full Vehicle Using FRF Based Substructuring

Journal Article
2020-01-0629
ISSN: 2641-9645, e-ISSN: 2641-9645
Published April 14, 2020 by SAE International in United States
Efficient Surrogate-Based NVH Optimization of a Full Vehicle Using FRF Based Substructuring
Sector:
Citation: Park, I. and Papadimitriou, D., "Efficient Surrogate-Based NVH Optimization of a Full Vehicle Using FRF Based Substructuring," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(3):1429-1442, 2020, https://doi.org/10.4271/2020-01-0629.
Language: English

References

  1. de Klerk , D. , Rixen , D.J. , and Voormeeren , S.N. General Framework for Dynamic Substructuring: History, Review, and Classification of Techniques AIAA journal 46 5 1169 1181 2008
  2. Hou , G. , Maroju , V. , and Yang , R.J. Component Mode Synthesis-Based Design Optimization Method for Local Structural Modification Structural Optimization 10 2 128 136 1995
  3. Wind , J.W. , Akçay Perdahcıoğlu , D. , and de Boer , A. Distributed Multilevel Optimization for Complex Structures Structural and Multidisciplinary Optimization 36 1 71 81 2008
  4. Akçay Perdahcıoğlu , D. , Ellenbroek , M.H.M. , van der Hoogt , P.J.M. , and de Boer , A. An Optimization Method for Dynamics of Structures with Repetitive Component Patterns Structural and Multidisciplinary Optimization 39 6 557 567 2009
  5. Lee , D.H. , Hwang , W.S. , and Kim , C.M. Design Sensitivity Analysis and Optimization of an Engine Mount System Using an FRF-Based Substructuring Method Journal of Sound and Vibration 255 2 383 397 2002
  6. Garambois , P. , Besset , S. , and Jézéquel , L. Multi-Objective Shape Optimization of Plate Structure under Stress Criteria Based on Sub-Structured Mixed FEM and Genetic Algorithms 11th International Conference on Damage Assessment of Structures (DAMAS2015) Journal of Physics: Conference Series Ghent, Belgium Aug. 2015
  7. Coello , C.A.C. , Lamont , G.B. , and Van Veldhuizen , D.A. Evolutionary Algorithms for Solving Multi-Objective Problems New York Kluwer Academic Publishers 2002
  8. Deb , K. , Pratap , A. , Agarwal , S. , and Meyarivan , T. A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 182 197 2002
  9. Storn , R. and Price , K. Differential Evolution: A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization 11 4 341 359 1997
  10. Ray , T. , Singh , H.K. , Isaacs , A. , Smith , W. Infeasibility Driven Evolutionary Algorithm for Constrained Optimization Constraint-Handling in Evolutionary Optimization 198 Springer-Verlag 2009 145 165
  11. Jetmundsen , B. , Bielawa , R. , and Flannelly , W.G. Generalized Frequency Domain Substructure Synthesis Journal of the American Helicopter Society 33 1 55 64 1988
  12. Morris , M.D. Factorial Sampling Plans for Preliminary Computational Experiments Technometrics 33 2 161 174 1991
  13. Campolongo , F. , Cariboni , J. , and Saltelli , A. An Effective Screening Design for Sensitivity Analysis of Large Models Environmental Modelling & Software 22 10 1509 1518 2007
  14. Morris , M.D. and Mitchell , T.J. Exploratory Designs for Computational Experiments Journal of Statistical Planning and Inference 43 3 381 402 1995
  15. Jin , R. , Chen , W. , and Sudjianto , A. An Efficient Algorithm for Constructing Optimal Design of Computer Experiments Journal of Statistical Planning and Inferences 134 1 268 287 2005
  16. Sacks , J. , Welch , W.J. , Mitchell , T.J. , and Wynn , H.P. Design and Analysis of Computer Experiments Statistical Science 4 4 409 435 1989
  17. Simpson , T.W. , Mauery , T.M. , Korte , J.J. , and Mistree , F. Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization AIAA Journal 39 12 2233 2241 2001
  18. Price , K. , Storn , R. , and Lampinen , J. Differential Evolution - A Practical Approach to Global Optimization Heidelberg Springer 2005
  19. Hedar , A. and Fukushima , M. Derivative-Free Filter Simulated Annealing Method for Constrained Continuous Global Optimization Journal of Global Optimization 35 4 521 549 2006
  20. Mezura-Montes , E. and Coello Coello , C.A. A Simple Multimembered Evolution Strategy to Solve Constrained Optimization Problems IEEE Transactions on Evolutionary Computation 9 1 1 17 2005
  21. Deb , K. , Pratap , A. , and Meyarivan , T. Constrained Test Problems for Multi-Objective Evolutionary Optimization Proceedings of Evolutionary Multi-Criterion Optimization: First International Conference, EMO 2001 Zurich, Switzerland 2001 284 298
  22. Zielinski , K. , Peters , D. , and Laur , R. Constrained Multi-Objective Optimization Using Differential Evolution Proceedings of Third International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS 2005) Singapore 2005
  23. BETA CAE Systems, S.A. 2017
  24. http://www.scipy.org 2018
  25. Liu , Y. , Shi , Y. , Zhou , Q. , and Xiu , R. A Sequential Sampling Strategy to Improve the Global Fidelity of Metamodels in Multi-level System Design Structural and Multidisciplinary Optimization 53 6 1295 1313

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