Effect of Modification Perforated Plate for Combustion Temperature in Fluidized-Bed Combustor
Bibliographic record
Abstract
Perforated plates have been widely used for various applications, especially within the FBC combustion chamber.Investigation of combustion temperature with modification of perforated plates in FBC fuel chambers using palm oil biomass fuel is still very little found in the publication.Modifying the perforated plate in the FBC chamber aims to investigate the effects of combustion temperature.Three types of fuels, PKS, OPM, and EFB, are used to analyze the level of combustion temperature produced from within the FBC fuel chamber.Test results showed that PKS fuel had a higher combustion temperature level for all points tested.Each measurement's PKS maximum combustion temperature is M-1 896℃, T-2 987℃, T-3 864℃, and M-4 762℃.PKS fuel burn times are longer than OPM and EFB (57 minutes, 28 minutes, and 40 minutes) of the same fuel weight (2.5 kg).The overall PKS -fueled thermal efficiency level is higher than OPM and EFB.Thus, PKS fuel has a high calorific value and a longer burning time, making it suitable for electricity generation.
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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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".