Numerical Investigation Effect of Velocity Inlet on Central Air Conditioning
Why this work is in the frame
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Bibliographic record
Abstract
Air conditioning systems have become very important at the end of this decade, due to global warming. Comfortable room conditions require a good air conditioning system. This paper aims to investigate the effect of the velocity inlet on central air conditioning. The boundary condition design was made using computer-aided design software. The temperature distribution was investigated numerically. The use of a central air conditioner with 12 inlet diffuser at a velocity of 0.7 m/s produces an even temperature distribution. The condition of the effective draft temperature produced is between -3 to 2 by 75% at an inlet velocity of 0.7 m/s. Meanwhile, at the inlet speed of more than 1m/s, the room temperature is met below 15℃. Thus, even temperature distribution and a suitable effective draft temperature can save energy consumption.
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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 | 0.000 |
| 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 it