EXPERIMENTAL INVESTIGATION OF A REFRIGERATOR BY USING ALTERNATIVE ECO FRIENDLY REFRIGERANTS( R600a & HC MIXTURE).
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In the present days refrigeration became a common human need but due to the release of green house gases from the refrigerators in to the earth’s atmosphere, causes high global warming and in turn destructing the ozone layer of atmosphere. In concern of the earth’s environment, Montreal and Kyoto protocols proposed for alternative eco-friendly refrigerants. In the current work, experimental investigation on VCRS system tested with R600a and hydrocarbon mixture (R290/R600a) as refrigerants as they have zero ODP and very low GWP related to the refrigerant R134a. Due to the higher value of latent heat of hydrocarbons, the amount of refrigerant charge will be relatively lower than R134a. By using R600a and hydrocarbon mixture refrigerants of charges 50g, 55g and 60 g are tested individually for performance characteristics and critical correlations are drawn between the refrigerants and represented by graphical representation. Refrigeration effect of R290/R600a (50/50 by wt %) mixture was 21.4% higher than R600a for 55g charge. The obtained results proved that the overall performance of 55g (R290/R600a) mixture could be considered as the best eco-friendly alternative refrigerant phase out R134a refrigerant
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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