A phenomenological model for sonic crystals based on artificial neuralnetworks

作者:Fuster Garcia E*; Romero Garcia V; Perez Juan V Sanchez; Garcia Raffi L M; Perez Enrique A Sanchez
来源:Journal of the Acoustical Society of America, 2006, 120(2): 636-641.
DOI:10.1121/1.2217127

摘要

A phenomenological model that simulates the acoustic attenuation behavior of sonic crystals is developed in this paper. The input of the model is a set of parameters that characterizes each experimental setup, and the output is a simulation of the associated attenuation spectrum. The model consists of a combination of a multiresolution analysis based on wavelet functions and a set of artificial neural networks. An optimized coupling of these tools allows us to drastically reduce the experimental data needed, and to obtain a fast computational model that can be used for technological purposes.

  • 出版日期2006-8