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Casaburo A, Magliacano D, Petrone G, Franco F, De Rosa S. Gaussian-Based Machine Learning Algorithm for the Design and Characterization of a Porous Meta-Material for Acoustic Applications. Applied Sciences 2022; 12:333. [DOI: 10.3390/app12010333] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The scope of this work is to consolidate research dealing with the vibroacoustics of periodic media. This investigation aims at developing and validating tools for the design and characterization of global vibroacoustic treatments based on foam cores with embedded periodic patterns, which allow passive control of acoustic paths in layered concepts. Firstly, a numerical test campaign is carried out by considering some perfectly rigid inclusions in a 3D-modeled porous structure; this causes the excitation of additional acoustic modes due to the periodic nature of the meta-core itself. Then, through the use of the Delany–Bazley–Miki equivalent fluid model, some design guidelines are provided in order to predict several possible sets of characteristic parameters (that is unit cell dimension and foam airflow resistivity) that, constrained by the imposition of the total thickness of the acoustic package, may satisfy the target functions (namely, the frequency at which the first Transmission Loss (TL) peak appears, together with its amplitude). Furthermore, when the Johnson–Champoux–Allard model is considered, a characterization task is performed, since the meta-material description is used in order to determine its response in terms of resonance frequency and the TL increase at such a frequency. Results are obtained through the implementation of machine learning algorithms, which may constitute a good basis in order to perform preliminary design considerations that could be interesting for further generalizations.
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Weisser T, Groby JP, Dazel O, Gaultier F, Deckers E, Futatsugi S, Monteiro L. Acoustic behavior of a rigidly backed poroelastic layer with periodic resonant inclusions by a multiple scattering approach. J Acoust Soc Am 2016; 139:617-629. [PMID: 26936546 DOI: 10.1121/1.4940669] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The acoustic response of a rigidly backed poroelastic layer with a periodic set of elastic cylindrical inclusions embedded is studied. A semi-analytical approach is presented, based on Biot's 1956 theory to account for the deformation of the skeleton, coupling mode matching technique, Bloch wave representation, and multiple scattering theory. This model is validated by comparing the derived absorption coefficients to finite element simulations. Numerical results are further exposed to investigate the influence of the properties of the inclusions (type, material properties, size) of this structure, while a modal analysis is performed to characterize the dynamic behaviors leading to high acoustic absorption. Particularly, in the case of thin viscoelastic membranes, an absorption coefficient larger than 0.8 is observed on a wide frequency band. This property is found to be due to the coupling between the first volume mode of the inclusion and the trapped mode induced by the periodic array and the rigid backing, for a wavelength in the air smaller than 11 times the material thickness.
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Affiliation(s)
- Thomas Weisser
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Université du Maine, 72085 Le Mans Cedex 9, France
| | - Jean-Philippe Groby
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Université du Maine, 72085 Le Mans Cedex 9, France
| | - Olivier Dazel
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Université du Maine, 72085 Le Mans Cedex 9, France
| | - François Gaultier
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Université du Maine, 72085 Le Mans Cedex 9, France
| | - Elke Deckers
- Department of Mechanical Engineering, Katholieke Universiteit Leuven, 3001 Heverlee, Belgium
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Franklin H, Luppé F, Conoir JM. Multiple scattering in porous media: comparison with water saturated double porosity media. J Acoust Soc Am 2014; 135:2513-2522. [PMID: 24815235 DOI: 10.1121/1.4871182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Multiple scattering in a poroelastic medium obeying Biot's theory is studied; the scatterers are parallel identical cylindrical holes pierced at random in the medium. The paper focuses first on the influence, on the effective wavenumbers, of the mode conversions that occur at each scattering event. The effect of the holes on the dispersion curves is then examined for two different values of the ratio of their radius to the pores mean radius. Depending on the latter, the dispersion curves of the pierced material are compared, for the fast and shear waves, with those of either a more porous medium or a double porosity medium.
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Affiliation(s)
- H Franklin
- Laboratoire Ondes et Milieux Complexes, UMR CNRS 6294, Université du Havre, 75 rue Bellot, CS 80 540, 76058 Le Havre, France
| | - F Luppé
- Laboratoire Ondes et Milieux Complexes, UMR CNRS 6294, Université du Havre, 75 rue Bellot, CS 80 540, 76058 Le Havre, France
| | - J M Conoir
- UPMC Univ Paris 06, UMR 7190, Institut Jean Le Rond d'Alembert, F-75005 Paris, France
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Lagarrigue C, Groby JP, Tournat V, Dazel O, Umnova O. Absorption of sound by porous layers with embedded periodic arrays of resonant inclusions. J Acoust Soc Am 2013; 134:4670. [PMID: 25669279 DOI: 10.1121/1.4824843] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The aim of this work is to design a layer of porous material with a high value of the absorption coefficient in a wide range of frequencies. It is shown that low frequency performance can be significantly improved by embedding periodically arranged resonant inclusions (slotted cylinders) into the porous matrix. The dissipation of the acoustic energy in a porous material due to viscous and thermal losses inside the pores is enhanced by the low frequency resonances of the inclusions and energy trapping between the inclusion and the rigid backing. A parametric study is performed in order to determine the influence of the geometry and the arrangement of the inclusions embedded in a porous layer on the absorption coefficient. The experiments confirm that low frequency absorption coefficient of a composite material is significantly higher than that of the porous layer without the inclusions.
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Affiliation(s)
- C Lagarrigue
- LUNAM Université, Université du Maine, CNRS, LAUM UMR-CNRS 6613 (Laboratoire d'Acoustique de l'Université du Maine), Avenue O. Messiaen, 72085 Le Mans, France
| | - J P Groby
- LUNAM Université, Université du Maine, CNRS, LAUM UMR-CNRS 6613 (Laboratoire d'Acoustique de l'Université du Maine), Avenue O. Messiaen, 72085 Le Mans, France
| | - V Tournat
- LUNAM Université, Université du Maine, CNRS, LAUM UMR-CNRS 6613 (Laboratoire d'Acoustique de l'Université du Maine), Avenue O. Messiaen, 72085 Le Mans, France
| | - O Dazel
- LUNAM Université, Université du Maine, CNRS, LAUM UMR-CNRS 6613 (Laboratoire d'Acoustique de l'Université du Maine), Avenue O. Messiaen, 72085 Le Mans, France
| | - O Umnova
- Acoustics Research Centre, University of Salford, Salford, Greater Manchester, M5 4WT, United Kingdom
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Nennig B, Renou Y, Groby JP, Aurégan Y. A mode matching approach for modeling two dimensional porous grating with infinitely rigid or soft inclusions. J Acoust Soc Am 2012; 131:3841-3852. [PMID: 22559360 DOI: 10.1121/1.3693655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
This work investigates the acoustical properties of a multilayer porous material in which periodic inclusions are embedded. The material is assumed to be backed by a rigid wall. Most of the studies performed in this field used the multipole method and are limited to circular shape inclusions. Here, a mode matching approach, more convenient for a layered system, is adopted. The inclusions can be in the form of rigid scatterers of an arbitrary shape, in the form of an air-filled cavity or in the form of a porous medium with contrasting properties. The computational approach is validated on simple geometries against other numerical schemes and with experimental results obtained in an anechoic room on a rigid grating embedded in a porous material made of 2 mm glass beads. The method is used to study the acoustic absorption behavior of this class of materials in the low frequency range and at a range of angles of incidence.
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Affiliation(s)
- Benoit Nennig
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Univ. du Maine, Avenue Olivier Messiaen, 72085 Le Mans Cedex 9, France.
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Groby JP, Dazel O, Duclos A, Boeckx L, Kelders L. Enhancing the absorption coefficient of a backed rigid frame porous layer by embedding circular periodic inclusions. J Acoust Soc Am 2011; 130:3771-3780. [PMID: 22225034 DOI: 10.1121/1.3652865] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The acoustic properties of a porous sheet of medium static air flow resistivity (around 10,000 N m s(-4)), in which a periodic set of circular inclusions is embedded and which is backed by a rigid plate, are investigated. The inclusions and porous skeleton are assumed motionless. Such a structure behaves like a multi-component diffraction grating. Numerical results show that this structure presents a quasi-total (close to unity) absorption peak below the quarter-wavelength resonance of the porous sheet in absence of inclusions. This result is explained by the excitation of a complex trapped mode. When more than one inclusion per spatial period is considered, additional quasi-total absorption peaks are observed. The numerical results, as calculated with the help of the mode-matching method described in this paper, agree with those calculated using a finite element method.
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Affiliation(s)
- J-P Groby
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS/Université du Maine, Avenue Olivier Messiaen, F-72085 Le Mans Cedex 9, France.
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Groby JP, Duclos A, Dazel O, Boeckx L, Lauriks W. Absorption of a rigid frame porous layer with periodic circular inclusions backed by a periodic grating. J Acoust Soc Am 2011; 129:3035-3046. [PMID: 21568407 DOI: 10.1121/1.3561664] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The acoustic properties of a periodic rigid frame porous layer with multiple irregularities in the rigid backing and embedded rigid circular inclusions are investigated theoretically and numerically. The theoretical representation of the sound field in the structure is obtained using a combination of multipole method that accounts for the periodic inclusions and multi-modal method that accounts for the multiple irregularities of the rigid backing. The theoretical model is validated against a finite element method. The predictions show that the acoustic response of this structure exhibits quasi-total, high absorption peaks at low frequencies which are below the frequency of the quarter-wavelength resonance typical for a flat homogeneous porous layer backed by a rigid plate. This result is explained by excitation of additional modes in the porous layer and by a complex interaction between various acoustic modes. These modes relate to the resonances associated with the presence of a profiled rigid backing and rigid inclusions in the porous layer.
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Affiliation(s)
- J-P Groby
- Laboratoire d'Acoustique de l'Université du Maine, UMR6613 CNRS∕Univ du Maine, F-72085 Le Mans Cedex 9, France.
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Groby JP, Lauriks W, Vigran TE. Total absorption peak by use of a rigid frame porous layer backed by a rigid multi-irregularities grating. J Acoust Soc Am 2010; 127:2865-2874. [PMID: 21117737 DOI: 10.1121/1.3337235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The acoustic properties of a low resistivity porous layer backed by a rigid plate containing periodic rectangular irregularities, creating a multicomponent diffraction gratings, are investigated. Numerical and experimental results show that the structure possesses a total absorption peak at the frequency of the modified mode of the layer, when designed as proposed in the article. These results are explained by an analysis of the acoustic response of the whole structure and especially by the modal analysis of the configuration. When more than one irregularity per spatial period is considered, additional higher frequency peaks are observed.
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Affiliation(s)
- J-P Groby
- Laboratory of Acoustics and Thermal Physics, KULeuven, B-3001 Heverlee, Belgium.
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