Soot Free Non-Thermal Plasma Reforming of Hydro Carbon Gas by Flow Stabilized Corona Discharges
Why this work is in the frame
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Bibliographic record
Abstract
Abstract In this work, soot free non-thermal plasma reforming was experimentally investigated. Experiments were conducted for gas temperatures up to 200°C, gas flow rate from 0.1 to 2 LPM and percentage mixture of oxygen to fuel gases (Propane-nitrogen) from 0 to 30%. The flow stabilized corona discharge device under pulsed corona operations will be discussed. The results show that; (1) up to 40% of propane was converted to hydrogen, ethylene, methane, propylene and ethane etc.; (2) the hydrogen selectivity is near 50% of reformed gas; (3) soot free condition can be achieved with more then 3% of oxygen in the fuel gases at 200°C. The fundamental discharge characteristics of the discharge devices and soot formation characteristics will be discussed in detail.
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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 | 0.001 |
| 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 it