volume 51 issue 6 pages 1363-1371

Design optimization of a runflat structure based on multi-objective genetic algorithm

Publication typeJournal Article
Publication date2015-03-11
scimago Q1
wos Q1
SJR1.339
CiteScore8.4
Impact factor4.0
ISSN1615147X, 16151488
Computer Science Applications
Computer Graphics and Computer-Aided Design
Software
Control and Systems Engineering
Control and Optimization
Abstract
Runflat structure plays an important role in determining the sustainable mileage after the tire is shot. Lightweight, stiffness and strength are highly relevant to the overall performance of the structure. A parameterized model was built based on the full study of the structure, and a new adaptive meshing method is proposed to ensure the quality of the model. The accuracy of the new model was verified by comparing to the traditional finite element model. The parameter study was carried out to investigate the response of the performance and mass. Multi-objective optimization model was established by applying optimal Latin square design method and response surface model approach. Non-dominated sorting genetic algorithm-II (NSGA-II) was applied to obtain the optimization design. The results indicate that the combination of parameterized model and multi-objective genetic algorithms successfully achieve the goal of multi-objective optimization for mass and displacement while ensuring the stress. Meanwhile, the optimal topology, shape and thickness optimization for the runflat structure have been achieved at the same time.
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GOST |
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GOST Copy
Guan Z. et al. Design optimization of a runflat structure based on multi-objective genetic algorithm // Structural and Multidisciplinary Optimization. 2015. Vol. 51. No. 6. pp. 1363-1371.
GOST all authors (up to 50) Copy
Guan Z., Ma Z., Cheng A., Li G., Huang J. Design optimization of a runflat structure based on multi-objective genetic algorithm // Structural and Multidisciplinary Optimization. 2015. Vol. 51. No. 6. pp. 1363-1371.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1007/s00158-014-1217-5
UR - https://doi.org/10.1007/s00158-014-1217-5
TI - Design optimization of a runflat structure based on multi-objective genetic algorithm
T2 - Structural and Multidisciplinary Optimization
AU - Guan, Zhou
AU - Ma, Zheng-Dong
AU - Cheng, Aiguo
AU - Li, Guangyao
AU - Huang, Jin
PY - 2015
DA - 2015/03/11
PB - Springer Nature
SP - 1363-1371
IS - 6
VL - 51
SN - 1615-147X
SN - 1615-1488
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2015_Guan,
author = {Zhou Guan and Zheng-Dong Ma and Aiguo Cheng and Guangyao Li and Jin Huang},
title = {Design optimization of a runflat structure based on multi-objective genetic algorithm},
journal = {Structural and Multidisciplinary Optimization},
year = {2015},
volume = {51},
publisher = {Springer Nature},
month = {mar},
url = {https://doi.org/10.1007/s00158-014-1217-5},
number = {6},
pages = {1363--1371},
doi = {10.1007/s00158-014-1217-5}
}
MLA
Cite this
MLA Copy
Guan, Zhou, et al. “Design optimization of a runflat structure based on multi-objective genetic algorithm.” Structural and Multidisciplinary Optimization, vol. 51, no. 6, Mar. 2015, pp. 1363-1371. https://doi.org/10.1007/s00158-014-1217-5.