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Record W4405756503 · doi:10.3397/1/377240

The effects of Helmholtz resonator wall elasticity on the sound attenuation performance

2024· article· en· W4405756503 on OpenAlex
Z LALY, Christopher Mechefske, Charly T. Knoe, Noureddine Atalla, Behanam Ashrqafi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNoise Control Engineering Journal · 2024
Typearticle
Languageen
FieldEngineering
TopicAcoustic Wave Phenomena Research
Canadian institutionsNational Research Council CanadaQueen's UniversityUniversité de Sherbrooke
Fundersnot available
KeywordsHelmholtz resonatorAcousticsAttenuationAcoustic attenuationResonatorHelmholtz free energyElasticity (physics)Sound (geography)Materials sciencePhysicsOpticsThermodynamicsComposite material

Abstract

fetched live from OpenAlex

In this article, a finite element design of acoustic metamaterial consisting of Helmholtz resonators periodically embedded into a porous material is proposed and studied numerically. The Helmholtz resonators contain a membrane in the cavity, and its contribution to the sound transmission loss (TL) improvement is investigated. The use of a membrane in the resonator cavity induces multiple resonances for the TL, while only one resonant TL peak is observed when a conventional resonator is used. The theoretical and numerical results agree well. Finite element simulations are performed for free and fixed boundary conditions of the membrane inside the resonator cavity. The impacts of the thickness and the material properties of the membrane on the TL and on the eigenfrequencies of the membrane are analyzed. The TL presents multiple resonance peaks where certain resonance frequencies correspond to the eigenfrequencies of the membrane. The single and double wall configurations are studied numerically, and the effects of the different parameters of the resonator and the membrane on the TL are presented. Numerical studies are performed to illustrate the sound attenuation mechanism and the effects of the airflow resistivity of the porous material as well as those of the incidence angles on the TL. The Helmholtz resonator design with a membrane in the cavity can be used in many engineering applications to attenuate multitonal noise at multiple frequencies simultaneously unlike a conventional resonator.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.269
Threshold uncertainty score0.409

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.201
Teacher spread0.196 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it