Evidence map›Paper›PMID 42076393›Full record

ArticleSensors (Basel, Switzerland)2026

A Swirling-Flow-Enhanced Triboelectric Nanogenerator for Improved Dilute-Phase Particle Sensing.

Mei Zhang, Bin Zhang, Zhaozhao Li, Jinnan Zhang, Yuhan Luo, Zhengyan Yue

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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.

Mei ZhangMarine Engineering College, Dalian Maritime University, Dalian 116026, China.
Bin ZhangMarine Engineering College, Dalian Maritime University, Dalian 116026, China.ORCID 0000-0002-9726-2554
Zhaozhao LiPower China Northwest Engineering Corporation Limited, Xi'an 710065, China.
Jinnan ZhangMarine Engineering College, Dalian Maritime University, Dalian 116026, China.ORCID 0000-0002-8021-6084
Yuhan LuoMarine Engineering College, Dalian Maritime University, Dalian 116026, China.
Zhengyan YueMarine Engineering College, Dalian Maritime University, Dalian 116026, China.

Funding

the National Key Research and Development Program of China 2022YFB4301400the National Natural Science Foundation of China 51306026
6 · The paper itself

Abstract

Precise measurement of particle concentration in dilute gas-solid two-phase flows is challenging due to low particle loading and stochastic particle motion, which lead to weak signals and detection blind zones. This study develops a swirling-flow-enhanced triboelectric nanogenerator (SF-TENG) using active flow field regulation to enhance particle-wall interactions. Through CFD optimization of guide vane geometry, the SF-TENG achieved a nearly twenty-fold increase in short-circuit current compared to non-swirling configurations. The swirling flow exhibited a particle-size-dependent enhancement mechanism. For fine particles, the improvement was mainly attributed to an increased collision ratio. For coarse particles, it resulted from enhanced charge transfer per single impact. The swirling flow continuously improved the reliability and sensitivity of detection across all particle sizes. These findings provide valuable insights for designing highly sensitive, self-powered flow meters with minimized blind zones for gas-solid monitoring.

Indexed as

detection performancedilute phase flowparticle enrichmentself-powered sensingswirling flowtriboelectric nanogenerator

Identifiers

PMID42076393
PMCPMC13120368

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.