Mechanical properties of catalyst coated membranes: A powerful indicator of membrane degradation in fuel cells
Bibliographic record
Abstract
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.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".