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Record W2273927283 · doi:10.1149/ma2015-02/37/1494

Probing the Morphological Changes of in-Situ Degraded Membranes in Polymer Electrolyte Fuel Cells

2015· article· en· W2273927283 on OpenAlexaffabout
Senthil Velan Venkatesan, Steven Holdcroft, Erik Kjeang

Bibliographic record

VenueECS Meeting Abstracts · 2015
Typearticle
Languageen
FieldEngineering
TopicFuel Cells and Related Materials
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsMembraneIonomerPolymerChemical engineeringElectrolyteMaterials scienceDurabilityDegradation (telecommunications)Chemical stabilityIonic conductivityProton exchange membrane fuel cellSide chainChemistryPolymer chemistryComposite materialCopolymer

Abstract

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Membrane durability is one of the key criteria to be met to successfully commercialize polymer electrolyte fuel cell (PEFC) technology. Commonly used perfluorosulfonic acid (PFSA) ionomer membranes are prone to early degradation under the influence of common degradation stressors encountered in PEFCs. The important functional properties of PFSA membranes such as ionic conductivity and mechanical properties depend on its microstructure due to its unique hydrophobic backbone and side chains with hydrophilic end groups (1). Severe molecular changes to the PFSA membrane structure have been reported due to chemical and mechanical membrane degradation. Such changes in the molecular structure were found to affect thermal stability, water uptake, proton conductivity, and mechanical properties of the membrane; as well as the performance and durability of the fuel cell as previously published by our group (2-5). Although the effects of molecular changes on the degraded membrane characteristics have been explored, the impact on its internal morphology is generally not known. The present objective is therefore to understand the effect of degradation stressors on the morphological changes in order to improve membrane durability. In this work, standard PFSA membranes were subjected to a combined chemical and mechanical accelerated stress test (AST) used for rapid benchmarking of in-situ membrane stability. The chemical phase of the AST generates hydroxyl radicals that attack both the side chain and main chain of the polymer, while the mechanically generated stresses due to humidity cycling accelerate mechanical failures. Beginning-of-life (BOL) and end-of-life (EOL) membrane samples extracted after in-situ degradation were imaged using transmission electron microscopy (TEM). In order to enhance image contrast, the sulfonic acid end group sites in the membrane were selectively exchanged with Pb ions by soaking it in saturated lead acetate solution. The samples embedded in epoxy resin were sliced to thin films (~70-90 nm) using ultra microtome and collected on a Cu grid for imaging. The hydrophilic regions in the Pb exchanged membrane appear as dark spots in the TEM images due to enhanced electron scattering, while the hydrophobic backbone dominated regions appear bright. The BOL membrane micrograph is presented in figure 1(A), exhibiting a regular phase separated morphological layout typical for PFSA ionomer membranes. Since the chemical degradation operates at random locations through out the membrane and commences with ionomer side chain cleavage (2-3), the degraded regions at the nanoscopic level exhibited low concentration of dark spots and the image brightness becomes non-uniform. (figure 1(B)). The lower concentration and absence of dark spots in the degraded region is expected to resemble the absence of ion attractive sulfonic acid groups at that site due to side chain degradation. Also, the dark spots tend to align in a long range order as a result of combined chemical/mechanical degradation. Apart from the severely degraded regions, mildly degraded regions which exhibit BOL morphology were also seen while scanning the membrane at EOL. The images of cracks (not shown here) recorded at EOL reveal that cracks preferentially propagate along the region of lowest concentration of dark spots which represent depletion of SO3 -in the ion-rich hydrophilic domains. Elemental mapping of the degraded zone was carried out by selectively capturing the generated x-rays with characteristic energy due to electron interacting with the sample. The mapping of fluorine in the degraded zone revealed its absence at the most degraded sites (figure 1(C)). This can be correlated to the severe fluoride release from the membrane as a result of combined chemical/mechanical degradation. Overall, the observed effects of combined chemical/mechanical degradation on the membrane morphology contributes to the fundamental understanding of the complex membrane degradation mechanism occurring during PEFC operation. ACKNOWLEDGMENTS Research funding provided by Automotive Partnership Canada (APC), Natural Sciences and Engineering Research Council of Canada (NSERC) and Ballard Power Systems (BPS) is gratefully acknowledged. We also thank BPS for providing material samples and Chan Lim for carrying out AST experiments. REFERENCES [1] Y. Yang, A. Siu, T. J. Peckham, S. Holdcroft, in Advances in Polymer Sciences 215: Fuel cells 1, G. G. Scherer, Editor p. 55 Springer, Berlin Heidelberg 215(2008). [2] C. Lim, L. Ghassemzadeh, F. Van Hove, M. Lauritzen, J. Kolodziej, G.G. Wang, S. Holdcroft, E. Kjeang, J. Power Sources 257102 (2014). [3] L. Ghassemzadeh and S. Holdcroft, J. Am. Chem. Soc. 135 8181 (2013). [4] S. Venkatesan, C. Lim, E. Rogers, S. Holdcroft, and E. Kjeang, Phys. Chem. Chem. Phys. (2015), DOI: 10.1039/C5CP01641J. [5] S. Venkatesan and E. Kjeang, 11th International Fuel Cell Science, Engineering and Technology Conference, ASME, Minneapolis, MN (2013). Figure 1

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.213
Teacher spread0.193 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2015
Admission routes2
Has abstractyes

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