Evidence map›Paper›PMID 40337222›Full record

ArticleRSC advances2025

Numerical analysis of the impact of non-uniform gas diffusion layer deformation on the performance of proton exchange membrane fuel cells.

Wang Zheng, Yuzhen Xia, Hangwei Lei, Haoze Wang, Guilin Hu

Abstract read
In one paragraph

Article in RSC advances, 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
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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

5 authors.

Wang ZhengSchool of Mechanical and Energy Engineering, Zhejiang University of Science and Technology Hangzhou China enehgl@163.com.
Yuzhen XiaSchool of Mechanical and Energy Engineering, Zhejiang University of Science and Technology Hangzhou China enehgl@163.com.
Hangwei LeiSchool of Mechanical and Energy Engineering, Zhejiang University of Science and Technology Hangzhou China enehgl@163.com.
Haoze WangSchool of Mechanical and Energy Engineering, Zhejiang University of Science and Technology Hangzhou China enehgl@163.com.
Guilin HuSchool of Mechanical and Energy Engineering, Zhejiang University of Science and Technology Hangzhou China enehgl@163.com.ORCID https://orcid.org/0000-0001-6703-9135

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Proton exchange membrane fuel cells (PEMFCs) typically require assembly under specific conditions to ensure good air-tightness, mass transfer, and electrical conductivity. However, the stress and strain produced on cell components due to assembly pressure can affect the performance and lifespan of the cells. To thoroughly investigate the effects of assembly mechanics on the transport processes and output performance of the cells, this study employed the finite element method (FEM) through the ANSYS static structural module to analyze the deformation of the gas diffusion layer (GDL) and its material property changes under pressures ranging from 0.0 to 2.5 MPa. The adjustment of material properties following non-uniform deformation of the GDL was implemented using UDFs (User-Defined Functions) in FLUENT. A three-dimensional two-phase flow computational fluid dynamics (CFD) model of the PEMFC was established, and the transport processes and output performance of a single PEMFC under different assembly pressures were simulated based on the variable material properties UDFs. The results indicate that the optimal assembly pressure for the PEMFC lies between 1.0 and 2.0 MPa. At low voltages of 0.3 to 0.4 V, the cell exhibits better performance under assembly pressures of 1.0 to 1.5 MPa; at voltages of 0.5 to 0.7 V, better performance is achieved under pressures of 1.0 to 2.0 MPa. Finally, the impacts of different operating temperatures, gas relative humidity levels, and gas stoichiometric ratios on the cell performance for an optimal pressure of 1.5 MPa were analyzed. The results show that the cell performs best at a temperature of 353.15 K, with an anode relative humidity of 80% and a cathode relative humidity of 100%, and with an anode stoichiometric ratio of 2 and a cathode stoichiometric ratio of 3. These findings provide a theoretical basis for the assembly and high-performance operation of fuel cells.

Identifiers

PMID40337222
PMCPMC12054719

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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.