Efecto de la corriente y longitud de arco en soldadura por arco eléctrico en CO2 mediante simulación numérica
Bibliographic record
Abstract
Se desarrolló un modelo matemático 2D para un proceso de soldadura por arco eléctrico en CO2. Se presentan resultados de simulaciones computacionales basadas en los principios de conservación de masa, cantidad de movimiento y leyes de Maxwell, resueltas simultáneamente con la ayuda del software comercial PHOENICS. El modelo predice las propiedades eléctricas de la columna del arco, los patrones de flujo, contornos de temperatura, flujo de calor y potencial eléctrico, al variar la longitud de arco y la corriente aplicada. Al incrementar la corriente, el jet del arco es más intenso, el arco es más caliente y transfiere más calor a la pieza de trabajo, mientras que al incrementar la longitud del arco la temperatura máxima, la velocidad máxima y el flujo de calor no cambian aunque un arco corto focaliza más el calor que un arco largo.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.005 |
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; both teacher heads agree on what is shown here.
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".