Acoustic wave propagation in effective graded fully anisotropic fluid layers

International audienc

Graded and anisotropic porous materials for broadband and angular maximal acoustic absorption

ABSTRACT: The design of graded and anisotropic materials has been of significant interest, especially for sound absorption purposes. Together with the rise of additive manufacturing techniques, new possibilities are emerging from engineered porous micro-structures. In this work, we present a theoretical and numerical study of graded and anisotropic porous materials, for optimal broadband and angular absorption. Through a parametric study, the effective acoustic and geometric parameters of homogenized anisotropic unit cells constitute a database in which the optimal anisotropic and graded material will be searched for. We develop an optimization technique based on the simplex method that is relying on this database. The concepts of average absorption and diffuse field absorption coefficients are introduced and used to maximize angular acoustic absorption. Numerical results present the optimized absorption of the designed anisotropic and graded porous materials for different acoustic targets. The designed materials have anisotropic and graded effective properties, which enhance its sound absorption capabilities. While the anisotropy largely enhances the diffuse field absorbing when optimized at a single frequency, graded properties appear to be crucial for optimal broadband diffuse field absorption

Investigation théorique et numérique des modèles d'impédance pour l'aéroacoustique numérique dans le domaine temporel

La réduction des nuisances sonores induites par les aéronefs civils autour des grands aéroports est devenue un enjeu sociétal important. Pour réduire le bruit propulsif de soufflante, devenu prépondérant au cours des dernières années avec l'avènement de turboréacteurs à double flux, les constructeurs sont amenés à généraliser l'utilisation de matériaux absorbants acoustiques (également appelés « liners »). Ce sujet de thèse s'inscrit dans le cadre de l'amélioration des outils CAA relativement à la prévision numérique de ces matériaux absorbants. Cette modélisation soulève plusieurs interrogations, liées à divers aspects tels que le type d'écoulement mis en jeu (inhomogénéités, couche limite, etc.), les niveaux acoustiques en présence (effets de non linéarité), les effets de diffraction induits par les ruptures d'impédance, etc. Cette étude consiste donc à valider et à améliorer la condition limite d'impédance, implémentée dans le solveur CAA sAbrinA.v0, développé par l'Onera. Des développements théoriques sont d'abord consacrés à la modélisation de l'impédance dans le domaine temporel, et conduisent à une discussion sur la généralisation de cette modélisation. Le travail consiste ensuite à simuler plusieurs cas tests canoniques de l'absorption du bruit par un revêtement acoustique, lesquels sont validés par confrontation avec d'autres résultats analytiques et/ou expérimentaux. Ce travail fournit de nouvelles connaissances sur la façon dont les matériaux absorbants acoustiques peuvent être modélisés et simulés de manière précise dans le cadre d'une approche CAA dans le domaine temporel.The reduction of acoustic emission induced by civil aircraft around major airports has become an important societal issue. To reduce the fan noise, induced by the engines, which has become preponderant over the past years with the advent of turbofan engines, manufacturers are led to generalize the employment of acoustic absorbing materials (or acoustic “liners”). The present thesis is related to the numerical prediction of such absorbing materials, in the context of time-domain CAA (Computational AeroAcoustics) methods. Such modeling raises several key questions, which are related to various aspects such as the type of flow involved (boundary layers effects, etc.), the sound levels considered (non-linear phenomena), the diffraction effects induced by ruptures of impedance, etc. The present study then consists in validating and improving the time-domain impedance boundary condition implemented in Onera’s structured CAA solver (named sAbrinA.v0). Theoretical developments are first devoted to the modeling of impedance in the time-domain, and lead to a discussion on the generalization of this modeling. The work then consists in CAA-simulating several canonical tests of noise absorption by acoustic liners. Outputs are compared against experimental and/or analytical results, delivering new insight in the way noise absorption materials can be accurately modeled and simulated using time-domain CAA-approaches

Acoustic wave propagation in effective graded fully-anisotropic fluid layers

International audienc

Acoustic wave propagation in graded effective anisotropic fluid layers under oblique incidence

International audienc

TIPECS : A corpus cleaning method using machine learning and qualitative analysis

We present TIPECS ("Train, Infer Predictions, Explain, Clean, Start again"), a corpus cleaning method relying on a mixed approach between machine learning and manual analysis. The aim of our dataset cleaning approach is to remove tokens or segments that are considered as discriminant features by a classification model trained on a given dataset for a given task, but that cannot be generalized to other similar tasks or datasets

Rapid additive manufacturing of optimized anisotropic metaporous surfaces for broadband absorption

International audienc

Graded and Anisotropic Porous Materials for Broadband and Angular Maximal Acoustic Absorption

The design of graded and anisotropic materials has been of significant interest, especially for sound absorption purposes. Together with the rise of additive manufacturing techniques, new possibilities are emerging from engineered porous micro-structures. In this work, we present a theoretical and numerical study of graded and anisotropic porous materials, for optimal broadband and angular absorption. Through a parametric study, the effective acoustic and geometric parameters of homogenized anisotropic unit cells constitute a database in which the optimal anisotropic and graded material will be searched for. We develop an optimization technique based on the simplex method that is relying on this database. The concepts of average absorption and diffuse field absorption coefficients are introduced and used to maximize angular acoustic absorption. Numerical results present the optimized absorption of the designed anisotropic and graded porous materials for different acoustic targets. The designed materials have anisotropic and graded effective properties, which enhance its sound absorption capabilities. While the anisotropy largely enhances the diffuse field absorbing when optimized at a single frequency, graded properties appear to be crucial for optimal broadband diffuse field absorption

X-linked genes influence various complex traits in dairy cattle

Abstract Background The search for quantitative trait loci (QTL) affecting traits of interest in mammals is frequently limited to autosomes, with the X chromosome excluded because of its hemizygosity in males. This study aimed to assess the importance of the X chromosome in the genetic determinism of 11 complex traits related to milk production, milk composition, mastitis resistance, fertility, and stature in 236,496 cows from three major French dairy breeds (Holstein, Montbéliarde, and Normande) and three breeds of regional importance (Abondance, Tarentaise, and Vosgienne). Results Estimates of the proportions of heritability due to autosomes and X chromosome (h²X) were consistent among breeds. On average over the 11 traits, h²X=0.008 and the X chromosome explained ~ 3.5% of total genetic variance. GWAS was performed within-breed at the sequence level (~ 200,000 genetic variants) and then combined in a meta-analysis. QTL were identified for most breeds and traits analyzed, with the exception of Tarentaise and Vosgienne and two fertility traits. Overall, 3, 74, 59, and 71 QTL were identified in Abondance, Montbéliarde, Normande, and Holstein, respectively, and most were associated with the most-heritable traits (milk traits and stature). The meta-analyses, which assessed a total of 157 QTL for the different traits, highlighted new QTL and refined the positions of some QTL found in the within-breed analyses. Altogether, our analyses identified a number of functional candidate genes, with the most notable being GPC3, MBNL3, HS6ST2, and DMD for dairy traits; TMEM164, ACSL4, ENOX2, HTR2C, AMOT, and IRAK1 for udder health; MAMLD1 and COL4A6 for fertility; and NRK, ESX1, GPR50, GPC3, and GPC4 for stature. Conclusions This study demonstrates the importance of the X chromosome in the genetic determinism of complex traits in dairy cattle and highlights new functional candidate genes and variants for these traits. These results could potentially be extended to other species as many X-linked genes are shared among mammals