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

被引:106
作者
Wu, Yaozhong [1 ,2 ]
Sun, Longfei [3 ]
Yang, Ping [4 ]
Fang, Jianguang [5 ]
Li, Weijia [2 ]
机构
[1] Wuhan Univ Sci & Technol, Sch Automobile & Traff Engn, Wuhan 430081, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Naval Architecture & Ocean Engn, Wuhan 430074, Peoples R China
[3] China Ship Dev & Design Ctr, Wuhan 430064, Peoples R China
[4] Extropy Technol Co Ltcl, Beijing 100101, Peoples R China
[5] Univ Technol Sydney, Sch Civil & Environm Engn, Sydney, NSW 2007, Australia
关键词
Energy absorption; Bi-graded honeycomb; 3D printing; Multi-objective optimization; Active learning; REGULAR HEXAGONAL HONEYCOMBS; MULTICELL TUBES; HIERARCHICAL HONEYCOMBS; SANDWICH PANELS; STRENGTH; DESIGN; OPTIMIZATION; STIFFNESS; CRASHWORTHINESS; BEHAVIOR;
D O I
10.1016/j.tws.2021.107810
中图分类号
TU [建筑科学];
学科分类号
0813 ;
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.
引用
收藏
页数:15
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