Evidence map›Paper›PMID 42514776›Full record

ArticlePolymers2026

Model-Based Optimization of Electret-Nanofiber Hybrid Multilayer Filters with Stable Performance Under ISO 29463 Discharge Conditions.

Seunguk Lee, Jeonghyeon Lee, Chanhyun Lee, Sehun Kim, Jinwon Jo, Young Chull Ahn

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

6 authors.

Seunguk LeeNewrizon Inc., Busan 48228, Republic of Korea.
Jeonghyeon LeeNewrizon Inc., Busan 48228, Republic of Korea.
Chanhyun LeeNewrizon Inc., Busan 48228, Republic of Korea.
Sehun KimNewrizon Inc., Busan 48228, Republic of Korea.
Jinwon JoNewrizon Inc., Busan 48228, Republic of Korea.
Young Chull AhnDepartment of Architectural Engineering, College of Engineering, Pusan National University, Geumjeong-Gu, Busan 46241, Republic of Korea.ORCID 0000-0003-0377-8101

Funding

Ministry of SMEs and Startups RS-2024-00468270
6 · The paper itself

Abstract

The continuous miniaturization of semiconductor and lithium-ion battery manufacturing processes has intensified the demand for stringent particulate control in cleanrooms while simultaneously increasing the importance of energy efficiency. However, conventional melt-blown (MB) electret filters suffer from severe filtration efficiency degradation under ISO 29463 discharge conditions, whereas glass fiber filters exhibit an excessive pressure drop. To address this trade-off, in this study we propose an electret-nanofiber hybrid multilayer filter and establish a dual-efficiency model for its systematic optimization. The proposed model integrates the slip flow effect of nanofibers and incorporates a structural resistance factor (β = 0.125) derived from the ultrasonic bonding process. Experimental validation demonstrates that the model achieves high predictive accuracy (R

Indexed as

electret–nanofiber hybrid filtersenergy-efficient air filtrationISO 29463 discharge conditionsmodel-based optimizationnanofiber filter mediaslip flow effectultrasonic bonding

Identifiers

PMID42514776
PMCPMC13418884

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.