Statistical Optimization of Underwater Lower-Frequency Sound Insulation for Locally Resonant Sonic Material Using Genetic Algorithm

被引:5
|
作者
Yuan, Bo [1 ]
Chen, Yong [2 ]
Tan, Bilian [3 ]
Li, Bo [1 ]
机构
[1] Chongqing Univ Technol, Sch Mech Engn, Chongqing 400054, Peoples R China
[2] Natl Univ Def Technol, Coll Aerosp Sci & Engn, Changsha 410073, Hunan, Peoples R China
[3] NYU, Coll Arts & Sci, 550 1St Ave, New York, NY 10012 USA
基金
中国国家自然科学基金;
关键词
underwater acoustic; sound insulation; local resonance; statistical optimization; global optimum; PHONONIC CRYSTALS; ABSORPTION;
D O I
10.24425/aoa.2019.128500
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The locally resonant sonic material (LRSM) is an artificial metamaterial that can block underwater sound. The low-frequency insulation performance of LRSM can be enhanced by coupling local resonance and Bragg scattering effects. However, such method is hard to be experimentally proven as the best optimizing method. Hence, this paper proposes a statistical optimization method, which first finds a group of optimal solutions of an object function by utilizing genetic algorithm multiple times, and then analyzes the distribution of the fitness and the Euclidean distance of the obtained solutions, in order to verify whether the result is the global optimum. By using this method, we obtain the global optimal solution of the low-frequency insulation of LRSM. By varying parameters of the optimum, it can be found that the optimized insulation performance of the LRSM is contributed by the coupling of local resonance with Bragg scattering effect, as well as a distinct impedance mismatch between the matrix of LRSM and the surrounding water. This indicates coupling different effects with impedance mismatches is the best method to enhance the low-frequency insulation performance of LRSM.
引用
收藏
页码:365 / 374
页数:10
相关论文
共 3 条
  • [1] Sound attenuation in triple panel using locally resonant sonic crystal and porous material
    Gulia, Preeti
    Gupta, Arpan
    APPLIED ACOUSTICS, 2019, 156 : 113 - 119
  • [2] Optimization Of Resonant Frequency Of A Sierpinski Triangular CMPA Using Genetic Algorithm
    Roy, B.
    Bhattacharya, A.
    Chowdhury, S. K.
    Bhattacharjee, A. K.
    2016 INTERNATIONAL CONFERENCE ON MICROELECTRONICS, COMPUTING AND COMMUNICATIONS (MICROCOM), 2016,
  • [3] Expansion of lower-frequency locally resonant band gaps using a double-sided stubbed composite phononic crystals plate with composite stubs
    Li, Suobin
    Chen, Tianning
    Wang, Xiaopeng
    Li, Yinggang
    Chen, Weihua
    PHYSICS LETTERS A, 2016, 380 (25-26) : 2167 - 2172