Fabrication and performance of sulfur tolerant IT-SOFC based on VO_x-Cu impregnated YSZ composite anode support
Bibliographic record
Abstract
In this work,YSZ green tape was prepared by tape-casting technique,10Sc1CeSZ electrolyte was deposited on it by screen printing.The bilayer of porous YSZ substrate supported dense 10Sc1CeSZ electrolyte thin film was successfully obtained after the co-sintering process.Then,CGO and LSC films were deposited on the surface of the 10Sc1CeSZ successively by screen printing method.V2O5-CuO-YSZ composite anodes were acquired by impregnation.Microstructures analysis of bilayer before and after impregnation by SEM showed that the electrolyte was very dense,the holes in porous YSZ were connected and the catalyst uniformly distributed in the holes.At 800℃,using humidified pure H2 and syngas(40%H2,60%CO)containing 5.2×10-3 H2S as fuels,the open cell voltage(OCV) were 1.08 and 1.07V,respectively,and the maximum power densities were nearly same with the value of 37mW/cm2.The testing results demonstrated that the cells with the impregnated VOx-Cu had stable performance fed by H2S containing-syngas.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 source (direct Gemma or distilled Codex), 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".