基于遗传算法的二维音声晶体的拓设计
Xiaodong Wen1, Lei Kang1, Xiaowei Sun1
1School of Mathematics and Physics, Lanzhou Jiaotong University, Lanzhou 730070, China.
Materials (Basel, Switzerland)
|August 26, 2023
概括
一个改进的自适应基因算法优化二维音声晶体,以增强低频声音绝缘. 这种方法可以定制声学超材料,用于优质的波减弱和工程应用.
科学领域:
- 声学 声学 在声学方面
- 材料科学 材料科学 材料科学
- 超材料是指一种超材料.
背景情况:
- 声波晶体是人工声学超材料,具有周期性排列的质量密度和弹性模量.
- 为特定的带隙特征设计音声晶体对于声音绝缘等应用至关重要.
- 低频隔音是一个重大的工程挑战.
研究的目的:
- 提出一个改进的适应性遗传算法,用于反向定制二维音声晶体.
- 为了最大限度地提高声波晶体在低频率的相对带宽.
- 为定制制造的声学元材料提供解决方案,具有出色的低频带隙隔音.
主要方法:
- 改进的适应性遗传算法被用于设计优化.
- 用有限元法计算能量波段分散关系和传输损失.
- 在带隙内波衰减效应被计算验证.
主要成果:
- 该算法成功优化了二维的语音晶体结构.
- 在低频段实现了最大化的相对带宽.
- 在带隙范围内证明了有效的波衰减,证实了设计的有效性.
结论:
- 提议的改进的适应性遗传算法为定制设计音声晶体提供了一种有效的方法.
- 这种方法可以创建具有优越低频隔音性能的声学元材料.
- 这些发现对各种工程应用有影响,这些应用需要精确的声学控制.
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