MétaCan
Menu
← Back to cohort
Record W2260766101 · doi:10.1149/ma2014-01/14/643

Ultrathin Nafion Film Behavior Under Simulated Hot-Pressing and Operating Conditions of a PEFC

2014· article· en· W2260766101 on OpenAlexaffabout
Devproshad K. Paul, Kunal Karan

Bibliographic record

VenueECS Meeting Abstracts · 2014
Typearticle
Languageen
FieldEngineering
TopicFuel Cells and Related Materials
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsIonomerNafionMaterials scienceWettingContact angleChemical engineeringProton exchange membrane fuel cellAnnealing (glass)PolymerThin filmElectrolyteComposite materialNanotechnologyElectrodeElectrochemistryChemistryCopolymerFuel cells

Abstract

fetched live from OpenAlex

It is now widely accepted that Nafion ionomer in the polymer electrolyte fuel cell (PEFC) catalyst layer exists as a thin film (<10nm in). The impact of thermal annealing on the Nafion® thin films is of particular interest for PEFCs because the membrane electrode assembly (MEA) comprising the catalyst layers (CLs) and the membrane is subjected to a hot pressing step by heating to a temperature ranging 125-195 oC under elevated pressure. In an operating fuel cell, the catalyst layer and ionomer film within experiences prolonged liquid water exposure. The polymer molecules can undergo rearrangement when the chemical/thermal environment is altered. In internal and surface structure change can also impact the wettability and transport behavior of ultrathin ionomer films. In this work, the effects of thermal annealing and liquid water exposure on Nafion®thin films is examined. Recently, we have reported the properties self-assembledultrathin Nafion ionomer film including the characteristic thickness scale (i.e., 4-10 nm) pertinent to PEFC CLs [1]. Film thickness-dependent surface wettability and bulk proton conductivity were notable features of those unannealed films. We also discussed about the surface switchability of ultrathin ionomer film from super-hydrophilic to hydrophobic when the films were subjected to the high temperature annealing [2]. One of the interesting finding was the restricted ionomer mobility with decreasing thickness that required high energy for the switching of surface wettability, generalized as the term “confinement effect”. We have further investigated bulk proton transport of those thermally annealed ultrathin Nafion films by electrochemical impedance spectroscopy (EIS). It was found that proton conductivity diminished more than one order of magnitude regardless of thin film thickness compare to the unannealed counterpart. The reason of that might be the higher extent of morphological rearrangement and reorientation upon annealing as evident in atomic force microscopic (AFM) measurement. Interestingly, liquid water exposure to such those annealed films regenerate the both surface and bulk properties where prolonged water vapor exposure cannot alter such properties. Moreover, the regeneration process is highly thickness dependent. As an example, the proton conductivity of the 55 nm film at 60 oC and different RH has been plotted in terms of treatment condition in the Figure 1. The truncated terms - Un-ann, Ann-1st, WT (24 h) and WT (96 h) have been used for the film treatment conditions - Un-annealed, 1stAnnealed, 24 h Water treated and 96 h Water treated, respectively. It was found that proton conductivity of 24 h water treated film was very similar to the annealed films in the RH range 20 to 96%. In contrast, the conductivity of 96 h water treated film went back to unannealed film after 96 h water treatment at high RH where it did not recover completely at low RH. On the other hand, the regeneration process for the much thinner 10 nm film is much quicker as happened by 24 h water treatment (not in the fig). Surface wettability of the water treated films was also investigated by water contact angle measurement as shown in Figure 2. It is interesting that the surface wettability was also regenerated from hydrophobic to hydrophilic. The process is thickness dependent as well where the regeneration for thinner films is much quicker than that of thicker films. This is completely opposite trend to the annealing effect. However, there is a consistency of surface and bulk regeneration where film thickness is the differentiating parameter. The presentation will discuss the results of the study in more detail. Acknowledgements Financial Early Researcher Awards (Ontario Ministry of Research and Innovation) and Natural Sciences and Engineering Research Council of Canada (NSERC). References 1. D. K. Paul, K. Karan, J. Giorgi, A. Docoslis, J. Pearce, Macromolecules2013, 46 (9), 3461–3475 2. D. K. Paul, K. Karan, ECS Trans. 2013, 50 (2), 951-959.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

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 integrity0.0000.000
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 head0.010
GPT teacher head0.229
Teacher spread0.219 · 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 designBench or experimental
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".

Quick stats

Citations0
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueECS Meeting Abstracts→Same topicFuel Cells and Related Materials→French-language works237,207→