Energy-Absorption and Vibration-Attenuation Design Using Shell-Based Mechanical Metamaterials
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1.Unmanned System Research Institute, Northwestern Polytechnical University,Xi’an 710072, China;2.Beijing Institute of Astronautical Systems Engineering,Beijing 100076, China;3.Institute of Advanced Structure Technology, Beijing Institute of Technology, Beijing 100081, China;4.School of Aerospace Engineering, Tsinghua University, Beijing 100084, China

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0344

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    Abstract:

    Explosion and impact loadings pose a serious threat to the service safety of defense and industrial equipment. Energy-absorbing materials can effectively reduce structural vibration and the damage caused by impact. Traditional energy-absorbing materials, such as aluminum foam, have a relatively limited design space. Therefore, it is urgent to develop new energy-absorbing materials. In this paper, the energy-absorbing mechanism of porous materials was systematically investigated based on numerical modelling of the impact process. The simulation results indicate that energy-absorbing materials can have a good shock absorption performance only when the strength is appropriate. In order to realize customized design of energy-absorbing materials, shell-based mechanical metamaterials with different energy-absorbing characteristics were designed based on the machine learning and genetic algorithm. The effectiveness of the newly designed metamaterials in energy-absorption and vibration-attenuation was verified through simulation results. This study can provide important technical guidelines for the design and optimization of new energy-absorbing materials.

    Reference
    [1] 余同希, 朱凌, 许骏. 结构冲击动力学进展(2010—2020)[J]. 爆炸与冲击, 2021, 41(12):4.YU Tongxi, ZHU Ling, XU Jun. Progress in structural impact dynamics during (2010—2020)[J]. Explosion and Shock Waves, 2021, 41(12):4.
    [2] QIU X M, YU T X. Some topics in recent advances and applications of structural impact dynamics[J]. Applied Mechanics Reviews, 2011, 64(3):030801.
    [3] 王志亮, 诸斌. 径向不耦合爆破中聚苯乙烯泡沫吸能数值研究[J]. 同济大学学报(自然科学版), 2012, 40(7):1020.WANG Zhiliang, ZHU Bin. Numerical analysis on energy-absorption of expanded polystyrene foam in radical uncoupled blast [J]. Journal of Tongji University (Natural Science), 2012, 40(7):1020.
    [4] 朱洪波, 李晨, 闫美珠, 等. 水泥?聚苯乙烯轻质材料的制备及抗冲击性[J]. 同济大学学报(自然科学版), 2014, 42(5):745.ZHU Hongbo, LI Chen, YAN Meizhu, et al. Preparing and impact resistance properties of lightweight material with cement and expanded polystyrene [J]. Journal of Tongji University (Natural Science), 2014, 42(5):745.
    [5] ZHENG Z, WANG C, YU J, et al. Dynamic stress–strain states for metal foams using a 3D cellular model[J]. Journal of the Mechanics and Physics of Solids, 2014, 72: 93.
    [6] 张忠凯, 夏冬星, 杨安民, 等. 三种缓冲材料在某型爆炸螺栓降冲击中的应用研究 [J]. 火工品, 2018(2): 25.ZHANG Zhongkai, XIA Dongxing, YANG Anmin, et al. Study on the application of three cushioning materials to an explosive bolt for impact reduction [J]. Initiators & Pyrotechnics, 2018(2): 25.
    [7] CHEN Y, MA Y, YIN Q, et al. Advances in mechanics of hierarchical composite materials[J]. Composites Science and Technology, 2021, 214: 108970.
    [8] SAN H N, LU G. A review of recent research on bio-inspired structures and materials for energy absorption applications[J]. Composites Part B: Engineering, 2020, 181: 107496.
    [9] FLECK N A, DESHPANDE V S, ASHBY M F. Micro-architectured materials: Past, present and future[J]. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2010, 466(2121): 2495.
    [10] 段晟昱, 王潘丁, 刘畅, 等. 增材制造三维点阵结构设计,优化与性能表征方法研究进展[J]. 航空制造技术, 2022, 65(14): 36.DUAN Shengyu, WANG Panding, LIU Chang,et al. Research progress on design, optimization and performance characterization of additive manufactured 3D lattice structures[J]. Aeronautical Manufacturing Technology, 2022, 65(14): 36.
    [11] 易建坤, 马翰宇, 朱建生, 等. 点阵金属夹芯结构抗爆炸冲击问题研究的综述[J]. 兵器材料科学与工程, 2014, 37(2):116.YI Jiankun, MA Hanyu, ZHU Jiansheng, et al. Review of explosion and shock wave resistance of metallic lattice sandwich structure [J]. Ordnance Material Science and Engineering, 2014, 37(2):116.
    [12] GUO K, YANG Z, YU C H, et al. Artificial intelligence and machine learning in design of mechanical materials[J]. Materials Horizons, 2021, 8(4): 1153.
    [13] LI X, LIU Z L, CUI S Q, et al. Predicting the effective mechanical property of heterogeneous materials by image based modeling and deep learning [J]. Computer Methods in Applied Mechanics and Engineering, 2019, 347: 735.
    [14] MAO Y, HE Q, ZHAO X. Designing complex architectured materials with generative adversarial networks[J]. Science Advances, 2020, 6(17): eaaz4169.
    [15] BASTEK J H, KUMAR S, TELGEN B, et al. Inverting the structure–property map of truss metamaterials by deep learning[J]. Proceedings of the National Academy of Sciences, 2022, 119(1): e2111505119.
    [16] WANG Y, ZENG Q, WANG J, et al. Inverse design of shell-based mechanical metamaterial with customized loading curves based on machine learning and genetic algorithm[J]. Computer Methods in Applied Mechanics and Engineering, 2022, 401: 115571.
    [17] HAN L, CHE S. An overview of materials with triply periodic minimal surfaces and related geometry: From biological structures to self-assembled systems[J]. Advanced Materials, 2018, 30(17): 1705708.
    [18] WANG Y, REN X, CHEN Z, et al. Numerical and experimental studies on compressive behavior of Gyroid lattice cylindrical shells[J]. Materials & Design, 2020, 186: 108340.
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LIU Jiajia, ZHANG Junjian, GONG Linhui, GAO Lijun, LIAO Guoliang, WANG Yongzhen, ZENG Qinglei. Energy-Absorption and Vibration-Attenuation Design Using Shell-Based Mechanical Metamaterials[J].同济大学学报(自然科学版),2024,52(7):1032~1039

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  • Received:November 24,2023
  • Online: July 30,2024
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