Evidence map›Paper›PMID 42310411›Full record

ArticleScientific reports2026

Experimental and numerical study of a finlet-like biomimetic structure-integrated propeller.

Ruiqi Zhang, Zhengguo Su, Yuliang Wei, Junkui Zhong, Huaibei Xie, Deyi Kong

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

6 authors.

Ruiqi ZhangHefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China.
Zhengguo SuHefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China.
Yuliang WeiHefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China.
Junkui ZhongHefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China.
Huaibei XieAnhui University of Science and Technology, Huainan, 232001, China.
Deyi KongHefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China. dykongimmaccn@163.com.

Funding

the Anhui Provincial Postdoctoral Science Foundation Grant No. 2023B734the National Natural Science Foundation of China Grant No. 12304503the USTC Eagle Foundation Grant No. SC5290005561
6 · The paper itself

Abstract

The aerodynamic noise generated by propellers remains a major challenge for unmanned aerial vehicle (UAV) propulsion systems, simultaneously constraining their stealth capability and energy utilization efficiency. Although propellers incorporating biomimetic designs, such as leading-edge (LE) or trailing-edge (TE) serrations, have demonstrated certain potential for noise mitigation, these approaches are often accompanied by reductions in aerodynamic efficiency or compromised power-consumption performance. To address this issue, this study proposes a finlet-like biomimetic structure-integrated propeller (FLBP), which integrates the flow-conditioning capability of a finlet-like biomimetic structure (FLBS) inspired by fast-swimming fish. Experimental results show that, compared with the baseline propeller (BP), the FLBP exhibits superior overall performance, achieving a maximum noise reduction of 3.69 dB while simultaneously reducing power consumption by up to 6.89%. Spectral analysis further reveals that the FLBS effectively suppresses the discrete tonal noise at the blade passing frequency (BPF) and attenuates broadband noise above 2 kHz. The observed performance enhancement is attributed to the synergistic flow-field regulation induced by the FLBS, including vortex generation, modulation of turbulence development, and enhanced vortex breakdown and dissipation. These findings provide useful insights for the biomimetic optimization design of low-noise, high-efficiency UAV propellers.

Indexed as

AeroacousticBiomimetic designComputational aeroacoustics (CAA)Computational fluid dynamics (CFD)Turbulent kinetic energy (TKE)Unmanned aerial vehicles (UAVs)

Identifiers

PMID42310411
PMCPMC13542109

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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.