4.7 Article

Crashworthiness optimization method for sandwich plate structure under impact loading

期刊

OCEAN ENGINEERING
卷 250, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.oceaneng.2022.110870

关键词

Crashworthiness; Multi-objective optimization; Sandwich plate structure; Impact loading

资金

  1. National Natural Science Foundation of China, China [52001145]
  2. Foundation of Jiangsu Provincial Key Laboratory of Advanced Design and Manufacturing Technology for Ships [CJ1601]
  3. Postgraduate Research & Practice Innovation Program of Jiangsu Province, China [1012162005]

向作者/读者索取更多资源

A composite sandwich plate structure (SPS) is designed to improve the crashworthiness of ships. A three-stage optimization method is proposed to reduce the number of collision simulations and improve the efficiency of crashworthiness optimization. The results allow for the determination of the structure with the best crashworthiness.
Energy absorbing structures like sandwich plate structure (SPS) are lightweight, fuel economical and environ-mentally friendly for lightweight ship design. Aimed to improve passive safety protection, a composite SPS is designed for better crashworthiness of ship in this paper. Compared with the replaced stiffened plate, the energy absorption performance of designed SPS is significantly improved. A fast and efficient three-stage combinatorial optimization method, synthesized by optimal Latin-hypercube design (OLHD) method, radial basis function (RBF) surrogate model and multi-objective particle swarm optimization (MOPSO) evolutionary algorithm, is proposed to reduce the number of collision FE simulations required and improve the efficiency of crashwor-thiness optimization of SPS. Based on sample points obtained from OLHD, the approximation relationships be-tween the crashworthiness indexes, the energy absorbption (EA) and the peak crushing force (PCF), and the structure design variables is formulated using RBF surrogate models. The MOPSO algorithm is applied to multi-objective optimization process to obtain the maximum EA and minimum PCF. Finally the Pareto optimal front of SPS is obtained. The results allow us to determine the structure with the best crashworthiness. SPS and opti-mization methods proposed are expected to provide inspiration for improving the safety of protective structures and lightweight composite ships.

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