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Enregistrement W4405590189 · doi:10.1149/ma2024-02443062mtgabs

Impact of Irregular Microporous Layer on Chemo-Mechanical Membrane Degradation Investigated by 4D in-Situ Fuel Cell Visualization

2024· article· en· W4405590189 sur OpenAlexaboutno aff
Yixuan Chen, Amin Bahrami, Nitish Kumar, Francesco P. Orfino, Monica Dutta, Michael Lauritzen, Esmaeil Navaei Alvar, Erin Setzler, Alexander Agapov, Erik Kjeang

Notice bibliographique

RevueECS Meeting Abstracts · 2024
Typearticle
Langueen
DomaineEngineering
ThématiqueFuel Cells and Related Materials
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMicroporous materialMaterials scienceDegradation (telecommunications)In situLayer (electronics)VisualizationMembraneComposite materialChemistryComputer science

Résumé

récupéré en direct d'OpenAlex

Membrane durability is critical to the performance and safe operation of proton exchange membrane fuel cells (PEMFC). To address chemical and mechanical membrane degradation mechanisms, substantial mitigation strategies have been developed to enhance the strength of membranes. However, as a system, it is also important to make sure that the membrane electrode assembly (MEA) subcomponents and their integration do not produce unexpected non-uniformities in the manufacturing process, which may lead to premature membrane failure. The interaction between the membrane and gas diffusion media, such as gas diffusion layers (GDLs) and microporous layers (MPLs), was deemed as one of the major root causes for many membrane failure modes [1]. Previously reported mechanisms include elevated membrane buckling induced by micro sags or voids on MPL surface, and local impingement due to GDL fiber protrusion [1]. These non-uniformity features within the MPL and GDL can be natural irregularities from manufacturing, or unexpected damage during handling, and are difficult to control and characterize due to the random nature of the porous fibrous structure of the GDL. In a previous talk [2], the impact of though-plane GDL holes was discussed as they may relate or contribute to the combined chemo-mechanical membrane degradation mechanism. Both accelerated stress testing (AST) and X-ray computed tomography (XCT) imaging results suggest that GDL holes can be harmful to chemical and mechanical membrane degradation and the level of severity depends on their size and location. As a result, further in-depth research is warranted to capture the salient interactions between membrane degradation mechanisms and GDL non-uniformities. The objective of the present work is to determine the influences of missing MPL spots on fuel cell membrane chemo-mechanical durability. Compared to through-plane GDL holes, the fiber structure of the GDL was left intact, while only the MPL layer was completely removed at select locations. The study was carried out using a previously disclosed four dimensional (three spatial dimensions plus one temporal dimension) in-situ XCT visualization technique [3], where membrane degradation was traced at different life stages over time. The MEAs used in this work were composed of GORE-SELECT® membrane, crack free Pt based catalyst layers (CLs), and AvCarb® GDLs with customized smooth and crack free MPL. Circular missing MPL spots were artificially created by laser micromachining, with precisely controlled laser beam energy to only remove the MPL without damaging the GDL substrate. Missing MPLs of multiple controlled sizes were placed at strategic locations, both under flow channels and lands, on anode or cathode GDLs. The MEAs were custom designed small scale MEAs [3] for in-situ XCT visualization, and were subjected to a custom AST protocol imparting combined chemo-mechanical stresses [3] in an alternating pattern. The results confirmed that missing MPL spots are indeed harmful to the membrane durability, mainly through GDL fiber impingement. The impact level of the missing MPL non-uniformity highly depends on its location. Under flow channels, membrane buckling and associated CL crack formation were the major failure modes induced by missing MPL. Regardless of which electrode had the missing MPL, CL cracks tended to initiate either from GDL impinging locations or within voids of the GDL substrate. However, both membrane buckling and CL cracks were moderate, and their influence on MEA performance and durability was minor. Under the supporting lands, GDL impinging and membrane penetration became the major failure modes instead of membrane buckling and CL cracks, which was assessed to be due to the elevated through-plane compression. GDL impinging can be detrimental to MEA performance and membrane durability by penetrating through the membrane and raise electrode shorting, which was validated through a control experiment with MPL-free GDL. Keywords: fuel cell; membrane durability; gas diffusion layer; mechanical degradation; chemical degradation; X-ray computed tomography Acknowledgements: This research was supported by the Natural Sciences and Engineering Research Council of Canada, Canada Foundation for Innovation, British Columbia Knowledge Development Fund, Western Economic Diversification Canada, Ballard Power Systems, and W.L. Gore & Associates. This research was undertaken, in part, thanks to funding from the Canada Research Chairs program. References: [1] D. Ramani, N.S. Khattra, Y. Singh, F.P. Orfino, M. Dutta, E. Kjeang, Journal of Power Sources 512 (2021) 230431. [2] Y. Chen, A. Bahrami, N. Kumar, F.P. Orfino, M. Dutta, E.N. Alvar, M. Lauritzen, E. Setzler, A. Agapov, E. Kjeang, Meet. Abstr. MA2023-02 (2023) 1780. [3] Y. Chen, M. Bahrami, N. Kumar, F.P. Orfino, M. Dutta, M. Lauritzen, E. Setzler, A.L. Agapov, E. Kjeang, J. Electrochem. Soc. 170 (2023) 114526. Figure 1

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,000
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Expérimental (laboratoire) · Signal consensuel: Expérimental (laboratoire)
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,002
Score d'incertitude au seuil0,005

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0010,000
Science ouverte0,0000,000
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0020,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,010
Tête enseignante GPT0,237
Écart entre enseignants0,228 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeExpérimental (laboratoire)
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2024
Routes d'admission1
Résumé présentoui

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