Heat transfer efficiency of hierarchical corrugated sandwich panels

被引:10
|
作者
Sun, Shanyouming [1 ,2 ,3 ]
Sheng, Yinglong [1 ]
Feng, Shangsheng [3 ,4 ]
Lu, Tian Jian [2 ,5 ]
机构
[1] Xi An Jiao Tong Univ, State Key Lab Strength & Vibrat Mech Struct, Xian 710049, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, State Key Lab Mech & Control Mech Struct, Nanjing 210016, Peoples R China
[3] Xi An Jiao Tong Univ, Bioinspired Engn & Biomech Ctr BEBC, Xian 710049, Peoples R China
[4] Xi An Jiao Tong Univ, Sch Life Sci & Technol, Key Lab Biomed Informat Engn, Minist Educ, Xian 710049, Peoples R China
[5] Nanjing Univ Aeronaut & Astronaut, MIIT Key Lab Multifunct Lightweight Mat & Struct, Nanjing 210016, Peoples R China
基金
中国国家自然科学基金;
关键词
Hierarchical porous structure; Artificial intelligence optimization; Heat transfer; Sandwich panel; Thermo-mechanical design; MECHANICAL-PROPERTIES; THERMAL TRANSPORT; ENERGY-ABSORPTION; CRASHWORTHINESS; HONEYCOMBS; CONVECTION; SINKS; FLOW;
D O I
10.1016/j.compstruct.2021.114195
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
As a kind of biomimetic materials, ultralight hierarchical porous structures possessing excellent mechanical properties such as load bearing, impact energy absorption, vibration reduction and noise attenuation have been exploited. Often, these porous structures exhibit continuous flow passages that allow for cooling fluids to pass through, thus enabling simultaneous load-bearing and active heat dissipation. This study investigated the convective cooling efficiency of a sandwich panel with hierarchical corrugated core subjected to heating from the face sheets and active cooling through the core. Built upon the classical fin approach, a theoretical model coupling wall heat conduction and fluid convection in the core was established for the hierarchical corrugated-core sandwich panel, covering the full range of fluid flow (from laminar, transition to turbulent). The theoretical model predictions were validated against full numerical simulations. Based on the theoretical model, an artificial intelligence optimization method (i.e., the ant colony algorithm) was adopted to find the optimal combination of key independent geometric parameters of the sandwich panel for maximized heat transfer performance. For the problem of multi-variables optimization, it was demonstrated that the ant colony algorithm is superior in terms of computational time to the traditional exhaustive search method. For a given pressure drop, a set of optimum geometric parameters corresponding to maximum cooling efficiency was found for the proposed hierarchical corrugated-core sandwich panel.
引用
收藏
页数:14
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