Optimization of sound absorbing material by using Taguchi and ANOVA

被引:0
|
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
来源
Noise and Vibration Worldwide | 2023年 / 54卷 / 4-5期
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
相关论文
共 50 条
  • [1] Taguchi and ANOVA analysis for the optimization of the microencapsulation of a volatile phase change material
    Mustapha, Abdullah Naseer
    Zhang, Yan
    Zhang, Zhibing
    Ding, Yulong
    Yuan, Qingchun
    Li, Yongliang
    JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2021, 11 : 667 - 680
  • [2] Design of absorbing material distribution for sound barrier using topology optimization
    Zhao, Wenchang
    Chen, Leilei
    Zheng, Changjun
    Liu, Cheng
    Chen, Haibo
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2017, 56 (02) : 315 - 329
  • [3] Design of absorbing material distribution for sound barrier using topology optimization
    Wenchang Zhao
    Leilei Chen
    Changjun Zheng
    Cheng Liu
    Haibo Chen
    Structural and Multidisciplinary Optimization, 2017, 56 : 315 - 329
  • [4] Optimization of the Cutting Fluids and Parameters Using Taguchi and ANOVA in Milling
    Kuram, E.
    Simsek, B. T.
    Ozcelik, B.
    Demirbas, E.
    Askin, S.
    WORLD CONGRESS ON ENGINEERING, WCE 2010, VOL II, 2010, : 1292 - 1296
  • [5] Optimization of segmented thermoelectric generator using Taguchi and ANOVA techniques
    Kishore, Ravi Anant
    Sanghadasa, Mohan
    Priya, Shashank
    SCIENTIFIC REPORTS, 2017, 7
  • [6] Optimization of segmented thermoelectric generator using Taguchi and ANOVA techniques
    Ravi Anant Kishore
    Mohan Sanghadasa
    Shashank Priya
    Scientific Reports, 7
  • [7] Parametric optimization for EPGVF snake using ANOVA and Taguchi method
    Deng, Runhong
    Fox, Martin. D.
    2007 IEEE 33RD ANNUAL NORTHEAST BIOENGINEERING CONFERENCE, 2007, : 108 - 109
  • [8] Process Optimization of Automotive Brake Material in Dry Sliding Using Taguchi and ANOVA Techniques for Wear Control
    Saurabh, Ashish
    Joshi, Kartik
    Manoj, Abhinav
    Verma, Piyush Chandra
    LUBRICANTS, 2022, 10 (07)
  • [9] Optimization of Properties for 3D Printed PLA Material Using Taguchi, ANOVA and Multi-Objective Methodologies
    Kafshgar, Atefeh Rajabi
    Rostami, Saber
    Aliha, M. R. M.
    Berto, F.
    SECOND EUROPEAN CONFERENCE ON THE STRUCTURAL INTEGRITY OF ADDITIVELY MANUFACTURED MATERIALS, 2021, 34 : 71 - 77
  • [10] Parameters Optimization for Electropolishing Titanium by Using Taguchi-Based Pareto ANOVA
    Prihandana, Gunawan Setia
    Sriani, Tutik
    Jamaludin, Mohd Fadzil
    Yusof, Farazila
    Arifvianto, Budi
    Mahardika, Muslim
    METALS, 2023, 13 (02)