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Energy absorption of additively manufactured functionally bi-graded thickness honeycombs subjected to axial loads

机译:含有轴向载荷的功能性双级厚度蜂窝的能量吸收

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摘要

A novel bi-graded honeycomb was proposed by introducing both in-plane and out-of-plane thickness gradients into a regular honeycomb. The graded honeycombs were additively manufactured by fused deposition modeling (FDM) with polylactic acid (PLA) and then tested for axial crushing. Numerical simulation models were constructed through LS-DYNA and validated using experiment results. Based on the super folding element (SFE) method, theoretical models of the proposed bi-graded honeycombs were derived and the accuracy for crushing response was validated against the numerical results. Finally, an active learning based multi-objective optimization algorithm was used to seek the optimal design. The results showed that the bi-graded design for honeycomb structures could improve energy absorption capacity and decrease the peak crushing force in the Pareto frontier manner. The specific energy absorption of the optimal bi-graded honeycomb could be 45.6% higher than that of the regular honeycomb while the peak crushing force was controlled at the same level.
机译:通过将平面内和外平面的外平厚度梯度引入常规蜂窝体中提出了一种新型的双级蜂窝。通过融合沉积建模(FDM)与聚乳酸(PLA)加沉重地制造分级蜂窝,然后进行轴压。数值模拟模型通过LS-DYNA构建并使用实验结果进行验证。基于超折叠元件(SFE)方法,推导出拟议的双分级蜂窝的理论模型,并验证了对数值结果的验证了破碎响应的准确性。最后,使用基于主动学习的多目标优化算法来寻求最佳设计。结果表明,蜂窝结构的双分级设计可以提高能量吸收能力,并以帕累托前沿方式降低峰值破碎力。在相同的水平下控制峰值破碎力,最佳双分级蜂窝的特定能量吸收可能比常规蜂窝状高45.6%。

著录项

  • 来源
    《Thin-Walled Structures》 |2021年第7期|107810.1-107810.15|共15页
  • 作者单位

    Wuhan Univ Sci & Technol Sch Automobile & Traff Engn Wuhan 430081 Peoples R China|Huazhong Univ Sci & Technol Sch Naval Architecture & Ocean Engn Wuhan 430074 Peoples R China;

    China Ship Dev & Design Ctr Wuhan 430064 Peoples R China;

    Extropy Technol Co Ltcl Beijing 100101 Peoples R China;

    Univ Technol Sydney Sch Civil & Environm Engn Sydney NSW 2007 Australia;

    Huazhong Univ Sci & Technol Sch Naval Architecture & Ocean Engn Wuhan 430074 Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy absorption; Bi-graded honeycomb; 3D printing; Multi-objective optimization; Active learning;

    机译:能量吸收;双分级蜂窝;3D打印;多目标优化;积极学习;

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