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(Referência obtida automaticamente do Web of Science, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores.)

A Bayesian approach for wavenumber identification of metamaterial beams possessing variability

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Autor(es):
Souza, Marcos R. [1] ; Beli, Danilo [2, 3] ; Ferguson, Neil S. [1] ; Arruda, Jose Roberto de F. [2] ; Fabro, Adriano T. [4]
Número total de Autores: 5
Afiliação do(s) autor(es):
[1] Univ Southampton, ISVR, Southampton, Hants - England
[2] Univ Estadual Campinas, Sch Mech Engn, Campinas, SP - Brazil
[3] Univ Sao Paulo, Sao Carlos Sch Engn, Sao Carlos, SP - Brazil
[4] Univ Brasilia, Dept Mech Engn, Brasilia, DF - Brazil
Número total de Afiliações: 4
Tipo de documento: Artigo Científico
Fonte: MECHANICAL SYSTEMS AND SIGNAL PROCESSING; v. 135, JAN 1 2020.
Citações Web of Science: 2
Resumo

Recent developments in additive manufacturing have allowed for a number of innovative designs in elastic metamaterials and phononic crystals used in several applications, including vibration attenuation. Complex geometric patterns that were otherwise very expensive or unpractical to produce are currently feasible. However, the 3D printing also introduces variability, which can greatly affect the dynamic performance of the metastructure. This work investigates the effects of manufacturing variability on the wavenumber identification of beams with evenly attached resonators, produced from Selective Laser Sintering. A combination of a correlation-based technique and a Bayes framework is proposed to identify the effective wavenumber and the most probable values of some of the design parameters. Typically of interest, for vibration attenuation using metamaterials, are the mass ratio and the resonator natural frequency. For this purpose an analytical model is derived, assuming an infinite number of resonators tuned to the same frequency. These parameters can be highly affected by the manufacturing variability because they are dependent on complex geometrical features of the metastructure. It is shown that the proposed approach can estimate the most likely values of the parameters with less than 4% difference when compared to a benchmark approach; the latter is not only more complex and time demanding, but also based on indirect measurements. Understanding the effects of this variability on the wave propagation represents an important step towards proposing robust designs with respect to the attenuation performance. (C) 2019 Elsevier Ltd. All rights reserved. (AU)

Processo FAPESP: 14/19054-6 - Modelagem de estruturas periódicas com aplicações a cristais fonônicos e metamateriais acústicos
Beneficiário:Danilo Beli
Modalidade de apoio: Bolsas no Brasil - Doutorado
Processo FAPESP: 18/15894-0 - Projeto e otimização de estruturas periódicas para aprimoramento de desempenho vibroacústico
Beneficiário:Carlos de Marqui Junior
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 18/18774-6 - Manipulando Ondas Mecânicas Utilizando Estruturas Periódicas Programáveis
Beneficiário:Danilo Beli
Modalidade de apoio: Bolsas no Brasil - Pós-Doutorado