Study of Carbon Dioxide Adsorption for Fossil Fuel based Power Plant Flue Gas Application Using Quaternized Biopolymer
Bibliographic record
Abstract
A new adsorbent, trimethyl quaternized biopolmer, synthesized by incorporating a biopolymer with a high concentration of quaternary ammmonium hydroxide reactive site, was used for CO 2 adsorption from power plant flue gases. The degree of quaternization and OH conversion were respectively confirmed at 74% and 100% by titration. Based on preliminary tests in dry adsorption, trimethylbiopolymer (TMBP) worked more effectively in CO 2 removal than biopolymer (BP). A 15 min pretreatment time was found to be optimum and essential in boosting both the CO 2 adsorption capacity and saturation time of the adsorbent. The capacity was also temperature dependent decreasing with an increase in temperature. The effective desorption of CO 2 was at 373 K.
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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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".