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基于遗传算法的多材料水下宽带吸声超材料拓扑优化

Topology optimization of multi-material underwater broadband sound absorption metamaterial based on genetic algorithm.

作者信息

Feng Feifei, He Chuan, Cui Zixian, Ying Tong, Cai Jingyong, Tao Meng

机构信息

School of Mechanical Engineering, Guizhou University, Guiyang, 550025, China.

CSSC System Engineering Research Institute, Beijing, 100036, China.

出版信息

J Acoust Soc Am. 2025 May 1;157(5):3482-3496. doi: 10.1121/10.0036637.

DOI:10.1121/10.0036637
PMID:40326791
Abstract

Combining multiple sound energy dissipation mechanisms is essential for improving the sound absorption performance of underwater acoustic metamaterials. The calculation of absorption coefficients of the acoustic structures uses the finite element method, and the hexagonal unit is approximated to a two-dimensional axial symmetry unit. Genetic algorithms and topology optimization methods are combined to design the microstructure of acoustic metamaterials. The rubber, air, and scatterer are taken as optimized materials for microstructure to find the optimal material distribution within the metamaterial. A data filtering method is proposed to eliminate the checkerboard phenomenon. The sound absorption mechanism of the topology structure is analyzed. The advantages of the three-phase material topology structure are revealed by comparing it with two-phase material topology structures. The influences of material parameters, structural parameters, and incident angles on sound absorption performance are studied. The results showed that the average sound absorption coefficient of the optimal topology structure is 0.9574 in the frequency range of 500-10 000 Hz. The material parameters of rubber have no obvious effect on sound absorption performance, which is convenient for selecting matrix materials. The research method provides some ideas for designing low-frequency broadband underwater acoustic metamaterials with multiphase materials.

摘要

结合多种声能耗散机制对于提高水下声学超材料的吸声性能至关重要。声学结构吸收系数的计算采用有限元方法,六边形单元近似为二维轴对称单元。将遗传算法和拓扑优化方法相结合来设计声学超材料的微观结构。将橡胶、空气和散射体作为微观结构的优化材料,以找到超材料内部的最佳材料分布。提出了一种数据滤波方法来消除棋盘格现象。分析了拓扑结构的吸声机制。通过将三相材料拓扑结构与两相材料拓扑结构进行比较,揭示了三相材料拓扑结构的优势。研究了材料参数、结构参数和入射角对吸声性能的影响。结果表明,在500 - 10000 Hz频率范围内,最佳拓扑结构的平均吸声系数为0.9574。橡胶的材料参数对吸声性能没有明显影响,这便于选择基体材料。该研究方法为设计具有多相材料的低频宽带水下声学超材料提供了一些思路。

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