Optimization of sound absorbing material by using Taguchi and ANOVA

被引:1
|
作者
Bhingare N.H. [1 ,2 ]
Subramaniam P. [2 ]
机构
[1] Department of Mechanical Engineering, Sathyabama Institute of Science and Technology, Tamilnadu, Chennai
[2] Sathyabama Institute of Science and Technology, Tamilnadu, Chennai
关键词
ANOVA; Design of experiment; optimization; regression modeling; sound absorbing material; sound absorption coefficient; Taguchi method;
D O I
10.1177/09574565231161646
中图分类号
学科分类号
摘要
At present, target on eco-friendly acoustic material is decorated to diminish impact on environment due to adoption of synthetic material in acoustic application. In this paper, Taguchi method is enforced to find optimum parameters for sound absorbing coefficient of coconut fiber-based sound absorbing material. The influence of the various process parameters, i.e. Thickness, density, air gap and fiber percentage (%) on sound absorption coefficient (SAC) was studied. The settings of the parameters were determined by using Taguchi’s experimental design method. Orthogonal arrays (L25) of Taguchi, the signal-to-noise (S/N) ratio, the analysis of variance (ANOVA), and regression analyses were employed to find the optimal process parameter levels and to analyze the effect of these parameters on sound absorption coefficient values. Confirmation test with the optimal levels of parameters was carried out in order to illustrate the effectiveness of the Taguchi optimization method. Optimum parameters were found by using Taguchi method are which have 50 mm thickness, 0.0002539 g/mm3 density, 70% fiber percentage and 0 mm air gap. Also significant parameters are found which are thickness and density having p-value less than 0.05 and followed by fiber percentage and air gap. By using optimum parameters sound absorption coefficient is increased to 0.98 at frequency 2800–3500 Hz. © The Author(s) 2023.
引用
收藏
页码:162 / 171
页数:9
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