计算机与数字工程2024，Vol.52Issue(4)：1235-1246,12.DOI:10.3969/j.issn.1672-9722.2024.04.049
多层微穿孔板吸声性能的理论分析与参数优化
Theoretical Analysis and Parameter Optimization of Sound Absorption Performance of Multilayer Micro-perforated Plate
胡家佳 1罗光云2
作者信息
- 1. 上海工程技术大学 上海 201600
- 2. 暨南大学 广州 518023
- 折叠
摘要
Abstract
Based on the theory of micro-perforated plate,this paper analyzes the sound absorption performance of single-lay-er,double-layer and three-layer micro-perforated plate at the acoustic frequency of 0～1 500 Hz,and calculates the sound absorp-tion coefficient of double-layer and three-layer micro-perforated plate respectively by using the acousto-electric analogy method and the transfer matrix method.Firstly,the control single variable method is used to make a qualitative analysis of the various param-eters affecting the sound absorption performance of the micro-perforated plate,to determine whether the parameters are positively or negatively correlated with the sound absorption performance.Secondly,the finite element software COMSOL Multiphysics is used to simulate the sound absorption coefficient of the micro-perforated plate.The results of finite element simulation are compared with the results of numerical simulation to verify the reliability of numerical simulation.Then the principal component analysis method is used to quantitatively analyze the influence of each parameter of micro-perforated plate on the sound absorption performance to de-termine the influence degree of each parameter of micro-perforated plate on the corresponding frequency of the first sound absorp-tion peak.It provides theoretical guidance for reducing the frequency of the first sound absorption peak in the actual process.Final-ly,the structure of the multi-layer micro-perforated plate is optimized by improving the genetic algorithm,and each parameter of the micro-perforated plate is given a reasonable value to make the multi-layer micro-perforated plate have good sound absorption performance in the range of 0～1 500 Hz.The optimized results show that with the increase of the number of micro-perforated plates,the absorption capacity of low frequency acoustic waves will be enhanced.关键词
微穿孔板理论/声电类比法/传递矩阵法/吸声性能/主成分分析法/改进遗传算法Key words
micro-perforated plate theory/acoustoelectric analogy method/transfer matrix method/sound absorption perfor-mance/principal component analysis/improved genetic algorithm分类
通用工业技术引用本文复制引用
胡家佳,罗光云..多层微穿孔板吸声性能的理论分析与参数优化[J].计算机与数字工程,2024,52(4):1235-1246,12.
