Evidence map›Paper›PMID 40595889›Full record

ArticleScientific reports2025

Simulation study of the influence of circular arc vortex generator size on the heat transfer characteristics of fin-and-tube heat exchanger.

Xuejun Qi, Jingrong Yang, Yong Zhang, Jingjing Wang, Xinyu Guo

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Xuejun QiSchool of Architecture and Civil Engineering, Xihua University, Chengdu, 610039, China. xuejunqi@foxmail.com.
Jingrong YangSchool of Architecture and Civil Engineering, Xihua University, Chengdu, 610039, China.
Yong ZhangSichuan Yibai Refrigeration Equipment Co., Ltd, Chengdu, 610511, China.
Jingjing WangSchool of Architecture and Civil Engineering, Xihua University, Chengdu, 610039, China.
Xinyu GuoSchool of Architecture and Civil Engineering, Xihua University, Chengdu, 610039, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vortex generators (VGs) are extensively utilized in refrigeration equipment to enhance heat transfer performance. This study investigates the geometric optimization of circular arc VGs for improving the thermal performance of fin-and-tube heat exchangers (FTHEs) through numerical simulations. Key geometric parameters (central angle (θ), height (H), inclination angle (α), and attack angle (β)) were systematically analyzed to evaluate their effects on the heat transfer factor (j), friction factor (f), and thermal performance factor (JF). Simulations conducted via ANSYS Fluent 2021R1 revealed that increasing θ enhances vorticity and heat transfer efficiency, with JF rising by 5.2% at θ = 35°. An optimal height of H ≥ 0.8 mm was identified, achieving a 13.0% improvement in j at H = 1.6 mm. While inclination angles below 35° demonstrated minimal impact, inclination angles exceeding 35° significantly intensified turbulent mixing, resulting in an 8.2% increase in j at α = 50°. Higher β value is beneficial to enhance convective heat transfer, achieving 2.0% improvements in JF at β = 30°. This study highlights the critical importance of VG size in optimizing the balance between heat transfer enhancement and pressure loss. These findings offer practical insights for designing energy-efficient FTHEs and advancing sustainable refrigeration technologies.

Indexed as

Circular arc vortex generatorComputational fluid dynamicsFin-and-tube heat exchangerHeat transfer enhancementNumerical simulation

Identifiers

PMID40595889
PMCPMC12217695

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.