Evidence map›Paper›PMID 41253972›Full record

ArticleScientific reports2025

Simulation and optimization of train brake disc based on coupling characteristics of FEM and thermal flow density method.

Guoqing Qi, Peigang Jiao, Weibo Du, Yanan Zhang, Bowen Chen

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. 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

5 authors.

Guoqing QiShandong Key Laboratory of Technologies and Systems for Intelligent Construction Equipment, Shandong Jiaotong University, Jinan, 250357, China.
Peigang JiaoShandong Key Laboratory of Technologies and Systems for Intelligent Construction Equipment, Shandong Jiaotong University, Jinan, 250357, China. jiaopeigang@163.com.
Weibo DuShandong Key Laboratory of Technologies and Systems for Intelligent Construction Equipment, Shandong Jiaotong University, Jinan, 250357, China.
Yanan ZhangShandong Key Laboratory of Technologies and Systems for Intelligent Construction Equipment, Shandong Jiaotong University, Jinan, 250357, China.
Bowen ChenShandong Key Laboratory of Technologies and Systems for Intelligent Construction Equipment, Shandong Jiaotong University, Jinan, 250357, China.

Funding

The key research and development plan project of Shandong Province 2019GNC106032The project of Shandong Provincial Department of Transportation 2023B88
6 · The paper itself

Abstract

This study proposes a numerical simulation method based on the coupling of the FEM and HFDM to analyze the temperature field and stress field distribution of high-speed train brake discs under extreme operating conditions. Through multiphysics coupling analysis, the research optimizes the ventilation structure design of brake discs, significantly improving their thermal stability and structural strength. The method combines FEM's geometric discretization capability with HFDM's heat conduction simulation advantages, incorporating temperature-dependent material parameters and anisotropic heat flux formulas to enhance simulation accuracy under high-temperature conditions. Simulation analysis of three ventilation structures (standard cylindrical holes, inclined holes, and hybrid holes) was conducted using the ANSYS platform. The results demonstrate that the optimized design significantly reduces peak temperatures and stresses, with the hybrid hole design achieving a 15.8% reduction in peak temperature and a 45.4% reduction in peak stress. The biomimetic "plant breathing stomata" structure further optimizes airflow organization and improves heat dissipation efficiency. Mesh independence analysis and experimental validation confirm the method's reliability, with simulation errors below 5%.

Indexed as

Brake discFinite element analysisMultiphysics couplingVentilation structure

Identifiers

PMID41253972
PMCPMC12627434

What OpenQuestion holds

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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.