4.5 Article

Multi-objective optimal design of sandwich panels using a genetic algorithm

期刊

ENGINEERING OPTIMIZATION
卷 49, 期 10, 页码 1665-1684

出版社

TAYLOR & FRANCIS LTD
DOI: 10.1080/0305215X.2016.1265304

关键词

Sandwich panels; multi-objective optimization; sound transmission loss; genetic algorithm

资金

  1. Fundamental Research Funds for the Central Universities [NAU: KYZ201663, NAU: SKTS2016038]
  2. National Natural Science Foundation of China [51605228]
  3. Jiangsu Natural Science Foundation of China [BK20160742]
  4. Jiangsu Postdoctoral Research Foundation of China [1402084C]
  5. Youth Science & Technology Innovation Project of Nanjing Forestry University [CX2016028]

向作者/读者索取更多资源

In this study, an optimization problem concerning sandwich panels is investigated by simultaneously considering the two objectives of minimizing the panel mass and maximizing the sound insulation performance. First of all, the acoustic model of sandwich panels is discussed, which provides a foundation to model the acoustic objective function. Then the optimization problem is formulated as a bi-objective programming model, and a solution algorithm based on the non-dominated sorting genetic algorithm II (NSGA-II) is provided to solve the proposed model. Finally, taking an example of a sandwich panel that is expected to be used as an automotive roof panel, numerical experiments are carried out to verify the effectiveness of the proposed model and solution algorithm. Numerical results demonstrate in detailhowthe core material, geometric constraints and mechanical constraints impact the optimal designs of sandwich panels.

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