Evidence map›Paper›PMID 42553787›Full record

ArticleACS applied engineering materials2026

Acoustic Absorption in 3D-Printed PLA Biocomposite Models: Influence of Grid, Trihexagonal, and Gyroid Infills and Biomass Reinforcement.

Faouzia Tayari, Regina Silva, Tiago Brilhante, Isabel Cardoso, Pedro Pinto, Vânia Freitas, Rui Ribeiro, Artur Ferreira, Nuno Gama

Abstract read
In one paragraph

Article in ACS applied engineering materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Faouzia TayariCICECO - Aveiro Institute of Materials, University of Aveiro, Aveiro 3810-193, Portugal.
Regina SilvaCICECO - Aveiro Institute of Materials, University of Aveiro, Aveiro 3810-193, Portugal.
Tiago BrilhanteAmplitude Acoustics - Acústica e Vibração, Lda., Maia 4470-177, Portugal.
Isabel CardosoAmplitude Acoustics - Acústica e Vibração, Lda., Maia 4470-177, Portugal.
Pedro PintoAmplitude Acoustics - Acústica e Vibração, Lda., Maia 4470-177, Portugal.
Vânia FreitasLightenjin II - Indústria de Iluminação, Lda., Águeda 3750-064, Portugal.
Rui RibeiroAmplitude Acoustics - Acústica e Vibração, Lda., Maia 4470-177, Portugal.
Artur FerreiraCICECO - Aveiro Institute of Materials, University of Aveiro, Aveiro 3810-193, Portugal.ORCID https://orcid.org/0000-0003-1785-4048
Nuno GamaCICECO - Aveiro Institute of Materials, University of Aveiro, Aveiro 3810-193, Portugal.ORCID https://orcid.org/0000-0002-1865-098X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The demand for sustainable and high-performance acoustic materials is rapidly increasing as industries seek eco-friendly solutions for noise control and circular material design. Conventional manufacturing methods often limit the ability to optimize internal structures for sound absorption, whereas 3D printing offers unprecedented freedom to design and fabricate complex geometries with precision. In this study, cylindrical absorbers were produced by additive manufacturing using polylactic acid (PLA) and PLA biocomposites reinforced with biomass residues. Different infill architectures with relative densities of 10, 20, and 30% were systematically investigated to assess the combined effect of geometry, porosity, and biofiller reinforcement on acoustic performance. Normal incidence and quasi-random incidence sound absorption coefficients were evaluated using the Microflown In-situ Impedance Gun 630-20,000 Hz, and the Johnson-Champoux-Allard (JCA) model was used to extract key microstructural parameters and validate predictive accuracy. The results show that gyroid infill structures significantly enhance sound absorption, with coefficients increasing up to approximately 0.9 at high frequencies for the 30% infill PLA samples. Biomass-reinforced composites further improve performance, with PLA-coffee systems reaching absorption values close to 1.0 in the high-frequency range (around 20,000 Hz), compared to lower values observed in cork-based and neat PLA structures. Overall, the study demonstrates that both infill architecture and biomass reinforcement play a critical role in tuning the acoustic response of additively manufactured PLA composites.

Indexed as

3D printingbiomass residuesJohnson−Champoux−Allard (JCA) modelsound absorptionsustainable materials

Identifiers

PMID42553787
PMCPMC13435868

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.