OPTIMIZATION OF CAR SOUND PACKAGE WITH STATISTICAL ENERGY ANALYSIS MODEL USING GREY RELATIONAL ANALYSIS AND TAGUCHI METHOD

被引:1
|
作者
Chen, Shuming [1 ,2 ]
Wang, Dengfeng [1 ,2 ]
Chen, Jing [1 ]
Liu, Bo [3 ]
Li, Chuanbing [3 ]
机构
[1] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130022, Peoples R China
[2] Jilin Univ, Coll Automobile Engn, Changchun 130022, Peoples R China
[3] Changan Automobile Engn Inst, Chongqing 401120, Peoples R China
来源
FLUCTUATION AND NOISE LETTERS | 2013年 / 12卷 / 01期
关键词
Car; interior noise; grey relational analysis (GRA); Taguchi method; design of experiment (DOE); sound package; statistical energy analysis (SEA); TRANSMISSION; PARAMETERS;
D O I
10.1142/S0219477512500241
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Optimization design of the structures and thicknesses of the sound packages is performed for automotive interior acoustic performance and lightweight characteristics. A SEA model of the car was created, and its interior noise of the automobile was predicted and validated at speed of 120km/h. The contributions of some major subsystems to interior noise were calculated at 120km/h. Both of major characteristic indices including interior SPL and total weight of sound packages are selected to evaluate automotive interior acoustic performance and lightweight characteristics, and four selected optimization parameters are structures and thicknesses of the sound package of firewall and front floor. The problem of multiple performance indices is simplified into single performance index by using grey relational grade. The optimal combination of sound package parameters is determined by employing grey relational analysis method. Furthermore, the validation tests show that the values of interior SPL and overall weight of sound packages decrease by 1.31% and 60.36%, respectively. Also, the comparison of the overall SPL for automotive interior noise experiments between original and optimized structures and thicknesses of the sound packages shows that automotive interior acoustic performance is obviously improved from 200Hz to 10,000Hz. Therefore, it is demonstrated that it is an effective way to deal with optimization problems by using the presented approach in this research.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Optimization of green sand mould system using Taguchi based grey relational analysis
    Srinivasa Rao Pulivarti
    Anil Kumar Birru
    China Foundry, 2018, 15 (02) : 152 - 159
  • [32] Optimization of green sand mould system using Taguchi based grey relational analysis
    Srinivasa Rao Pulivarti
    Anil Kumar Birru
    China Foundry, 2018, 15 : 152 - 159
  • [33] Multi-Objective Optimization of EDM Process Parameters using Taguchi Method, Principal Component Analysis and Grey Relational Analysis
    Balraj, U. Shrinivas
    Krishna, A. Gopala
    INTERNATIONAL JOURNAL OF MANUFACTURING MATERIALS AND MECHANICAL ENGINEERING, 2014, 4 (02) : 29 - 46
  • [34] Multi Response Optimization of Bioactive Starch Foam Composite Using Taguchi's Method and Grey Relational Analysis
    Janaum, Noppadon
    Butsiri, Thanawin
    Kasemsiri, Pornnapa
    Souvanh, Mutjarin
    Pongsa, Uraiwan
    Theerakulpisut, Somnuk
    Hiziroglu, Salim
    Okhawilai, Manunya
    JOURNAL OF POLYMERS AND THE ENVIRONMENT, 2020, 28 (05) : 1513 - 1525
  • [35] Down fabrics' water-repellent modification and process optimization using the Taguchi method and grey relational analysis
    Wang, Jui-Wen
    Ahmad, Naveed
    Kuo, Chung-Feng Jeffrey
    TEXTILE RESEARCH JOURNAL, 2024,
  • [36] Multi-response Optimization of FDM Process Parameters Using Taguchi Based Grey Relational Analysis Method
    Muhamedagic, Kenan
    Cekic, Ahmet
    Begic-Hajdarevic, Derzija
    Ramljak, Amina
    NEW TECHNOLOGIES, DEVELOPMENT AND APPLICATION VI, VOL 1, 2023, 687 : 241 - 248
  • [37] Multi Response Optimization of Bioactive Starch Foam Composite Using Taguchi’s Method and Grey Relational Analysis
    Noppadon Janaum
    Thanawin Butsiri
    Pornnapa Kasemsiri
    Mutjarin Souvanh
    Uraiwan Pongsa
    Somnuk Theerakulpisut
    Salim Hiziroglu
    Manunya Okhawilai
    Journal of Polymers and the Environment, 2020, 28 : 1513 - 1525
  • [38] Optimization of a two degrees of freedom compliant mechanism using Taguchi method-based grey relational analysis
    Thanh-Phong Dao
    Shyh-Chour Huang
    Microsystem Technologies, 2017, 23 : 4815 - 4830
  • [39] Optimization of a two degrees of freedom compliant mechanism using Taguchi method-based grey relational analysis
    Thanh-Phong Dao
    Huang, Shyh-Chour
    MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2017, 23 (10): : 4815 - 4830
  • [40] Tribological performance optimization of electroless Ni-P coatings using the Taguchi method and grey relational analysis
    Sahoo, Prasanta
    Pal, Sujan Kumar
    TRIBOLOGY LETTERS, 2007, 28 (02) : 191 - 201