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

IF 2.1 2区 物理与天体物理 Q2 ACOUSTICS
Feifei Feng, Chuan He, Zixian Cui, Tong Ying, Jingyong Cai, Meng Tao
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引用次数: 0

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.

基于遗传算法的多材料水下宽带吸声超材料拓扑优化。
结合多种声能耗散机制是提高水声超材料吸声性能的关键。声学结构吸收系数的计算采用有限元法,将六边形单元近似为二维轴对称单元。将遗传算法与拓扑优化方法相结合,设计声学超材料的微观结构。以橡胶、空气、散体为微观结构优化材料,寻找超材料内部的最优材料分布。提出了一种消除棋盘格现象的数据过滤方法。分析了拓扑结构的吸声机理。通过与两相材料拓扑结构的比较,揭示了三相材料拓扑结构的优越性。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 ~ 10 000 Hz的频率范围内,最优拓扑结构的平均吸声系数为0.9574;橡胶材料参数对吸声性能无明显影响,便于基体材料的选择。该研究方法为多相材料的低频宽带水声超材料的设计提供了思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.60
自引率
16.70%
发文量
1433
审稿时长
4.7 months
期刊介绍: Since 1929 The Journal of the Acoustical Society of America has been the leading source of theoretical and experimental research results in the broad interdisciplinary study of sound. Subject coverage includes: linear and nonlinear acoustics; aeroacoustics, underwater sound and acoustical oceanography; ultrasonics and quantum acoustics; architectural and structural acoustics and vibration; speech, music and noise; psychology and physiology of hearing; engineering acoustics, transduction; bioacoustics, animal bioacoustics.
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