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

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
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.
Rocznik
Strony
365--374
Opis fizyczny
Bibliogr. 21 poz., rys., tab., wykr.
Twórcy
autor
  • School of Mechanical Engineering, Chongqing University of Technology, Chongqing, 400054, China
autor
  • College of Aerospace Science and Engineering, National University of Defence Technology, Changsha, 410073, China
autor
  • College of Arts and Science, New York University, NY, 10012, USA
autor
  • School of Mechanical Engineering, Chongqing University of Technology, Chongqing, 400054, China
Bibliografia
  • 1. Elford D. P., Chalmers L., Kusmartsev F. V., Swallowe G. M. (2011), Matryoshka locally resonant sonic crystal, The Journal of the Acoustical Society of America, 130, 5, 2746-2755.
  • 2. Gazonas G. A., Weile D. S., Wildman R., Mohan A. (2006), Genetic algorithm optimization of phononic bandgap structures, International Journal of Solids and Structures, 43, 18, 5851-5866.
  • 3. Goffaux C., Sanchez-Dehesa J., Lambin P. (2004), Comparison of the sound attenuation efficiency of locally resonant materials and elastic band-gap structures, Physical Review B, 70, 18, 184302, 6 pages, doi: 10.1103/PhysRevB.70.184302.
  • 4. Gothall H., Westin R. (2005), Evaluation of four global optimisation techniques (ASSA, DE, NA, Tabu Search) as applied to anechoic coating design and iverse problem uncertainty estimation, Swedish Defence Research Agency, Stockholm.
  • 5. Hartl R. (1989), A global convergence proof for a class of genetic algorithms, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.1662.
  • 6. Jiang H., Wang Y., Zhang M., Hu Y., Lan D., Zhang Y., Wei B. (2009), Locally resonant phononic woodpile: A wide band anomalous underwater acoustic absorbing material, Applied Physics Letters, 95, 10, 104101.
  • 7. Kuang W., Hou Z., Liu Y., Li H. (2006), The band gaps of cubic phononic crystals with different shapes of scatterers, Journal of Physics D: Applied Physics, 39, 10, 2067.
  • 8. Liu Z., Zhang X., Mao Y., Zhu Y. Y., Yang Z., Chan C. T., Sheng P. (2000), Locally resonant sonic materials, Science, 289, 5485, 1734-1736.
  • 9. Meng H., Wen J., Zhao H., Wen X. (2012), Optimization of locally resonant acoustic metamaterials on underwater sound absorption characteristics, Journal of Sound and Vibration, 331, 20, 4406-4416.
  • 10. Naify C. J., Chang C.-M., McKnight G., Nutt S. R. (2012), Scaling of membrane-type locally resonant acoustic metamaterial arrays, The Journal of the Acoustical Society of America, 132, 4, 2784-2792.
  • 11. Romero-García V., Sánchez-Pérez J. V., García-Raffi L. M., Herrero J. M., García-Nieto S., Blasco X. (2009), Hole distribution in phononic crystals: Design and optimization, The Journal of the Acoustical Society of America, 125, 6, 3774-3783.
  • 12. Sainidou R., Djafari-Rouhani B., Vasseur J. O. (2008), Surface acoustic waves in finite slabs of three-dimensional phononic crystals, Physical Review B, 77, 9, 094304.
  • 13. Sainidou R., Stefanou N., Psarobas I. E., Modinos A. (2005), A layer-multiple-scattering method for phononic crystals and heterostructures of such, Computer Physics Communications, 166, 3, 197-240.
  • 14. Sigmund O., Jensen J. S. (2003), Systematic design of phononic band-gap materials and structures by topology optimization, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, 361, 1806, 1001-1019.
  • 15. Varanasi S., Bolton J. S., Siegmund T. H., Cipra R. J. (2013), The low frequency performance of metamaterial barriers based on cellular structures, Applied Acoustics, 74, 4, 485-495.
  • 16. Wen J., Zhao H., Lv L., Yuan B., Wang G., Wen X. (2011), Effects of locally resonant modes on underwater sound absorption in viscoelastic materials, The Journal of the Acoustical Society of America, 130, 3, 1201-1208.
  • 17. Xiao Y., Mace B., Wen J., Wen X. (2011), Formation and coupling of band gaps in a locally resonant elastic system comprising a string with attached resonators, Physics Letters A, 375, 1485-1491.
  • 18. Yu X., Lu Z., Cheng L., Cui F. (2017), On the sound insulation of acoustic metasurface using a substructuring, Journal of Sound and Vibration, 401, 190-203.
  • 19. Yuan B., Humphrey V. F., Wen J., Wen X. (2013), On the coupling of resonance and Bragg scattering effects in three-dimensional locally resonant sonic materials, Ultrasonics, 53, 7, 1332-1343.
  • 20. Yue Q., Feng S. (2009), The statistical analyses for computational performance of the genetic algorithms [in Chinese], Chinese Journal of Computers, 32, 12, 1-5.
  • 21. Zhao H., Liu Y., Wen J., Yu D., Wang G., Wen X. (2006), Sound absorption of locally resonant sonic materials, Chinese Physics Letter, 23, 8, 2132-2134.
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-2488fc84-2f93-427d-a7b9-34cd2f4d7db0
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