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Record W7049059883

Mechanical properties of catalyst coated membranes: A powerful indicator of membrane degradation in fuel cells

2015· dissertation· en· W7049059883 on OpenAlexfundno aff

Bibliographic record

VenueSummit (Simon Fraser University) · 2015
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicCrystallography and Radiation Phenomena
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaSimon Fraser UniversityBallard Power Systems
KeywordsCreepStress (linguistics)Work (physics)Degradation (telecommunications)Extensometer
DOInot available

Abstract

fetched live from OpenAlex

Mechanical durability of perfluorosulfonic acid (PFSA) ionomer membranes in polymer electrolyte fuel cells (PEFCs) is investigated in this thesis. This work contributes to a systematic characterization of the decay in mechanical properties of membranes and catalyst coated membranes (CCMs) that are subjected to controlled chemical and/or mechanical degradation mechanisms. During field operation of PEFCs, the membrane is subjected to a combination of chemical and mechanical degradation, resulting in the loss of mechanical integrity and ultimately leading to lifetime-limiting mechanical membrane failure. Accelerated stress tests (ASTs) were performed in this study in order to investigate the decay rate caused by each individual degradation mechanism, and to simulate the failure modes of field operated fuel cells. Mechanical degradation was studied using humidity cycling (in-situ) or mechanical fatigue stress (ex-situ). Chemical degradation was evaluated via open circuit voltage (OCV) or elevated voltage (in-situ) or Fenton’s reagents (ex-situ). Moreover, the combined chemical and mechanical degradations were also taken into account following recently developed protocols. In order to investigate the evolutions in mechanical properties during the degradations, different mechanical experiments were utilized including tensile, fatigue, thermal and hygral expansion, and creep tests in a wide range of hygrothermal conditions from the defined room conditions (23°C – 50% RH) to the fuel cell operating conditions (70°C – 90% RH) covering the expected range of operating conditions in PEFCs. Once the mechanical properties of the baseline membrane and CCM were characterized, the effect of each individual degradation mechanism was carefully investigated. Microstructural characterization techniques were also utilized in order to obtain supplementary evidences to the changes in mechanical properties. As a result, chemical degradation was revealed to be the dominant mechanism that controls the decay in mechanical properties of the PFSA membranes and can result in early stage mechanical failure in the presence of mechanical or hygrothermal stress. However, pure mechanical degradation was also recognized to be capable of creating membrane physical damage but at lower rates compared to chemical degradation mechanisms. Slight decay in mechanical properties of the 8,200 hours field operated CCMs was observed, indicating their relatively milder operating conditions when compared to the accelerated stress tests, and further suggesting that the membranes were still in rather good health after this amount of field operation. According to the outputs of this work, critical degradation routes on membrane mechanical stability were diagnosed and mitigation strategies were introduced in order to enhance the membrane mechanical durability and overall fuel cell lifetime.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.525
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.203
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 teacher head, not a consensus.

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
Published2015
Admission routes1
Has abstractyes

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