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Record W4408931664 · doi:10.1021/acssuschemeng.4c10236

Development of Advanced Activated Biocarbon from Corn Distiller Soluble via Two-Step Carbonization: Investigating the Synergistic Effects of ZnO and K toward Enhanced CO<sub>2</sub> Capture

2025· article· en· W4408931664 on OpenAlexafffund
Aneela Hayder, Saikat Kumar Kuila, Shahin Mazhkoo, Rafael M. Santos, Animesh Dutta

Bibliographic record

VenueACS Sustainable Chemistry & Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicCarbon Dioxide Capture Technologies
Canadian institutionsUniversity of Guelph
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCarbonizationChemical engineeringChemistryBiomass (ecology)Materials scienceNanotechnologyPulp and paper industryAgronomyAdsorptionOrganic chemistryBiologyEngineering

Abstract

fetched live from OpenAlex

The excessive emissions of CO 2 into the atmosphere have a severe impact on the ecological environment. Activated carbon (AC) offers a promising strategy for cost-effective carbon dioxide (CO 2 ) emissions mitigation as a solid adsorbent. The chemical activation process, which involves direct mixing of an activating agent with biomass, is a common method to achieve a porous morphology and high surface area in AC. Herein, an advanced and highly microporous activated biocarbon was synthesized using a two-step carbonization process consisting of hydrothermal synthesis of the ZnO/C carbon precursor based on condensed corn distiller soluble (CDS) followed by potassium hydroxide (KOH) activation at 700 °C for 60 min. The results indicated that the synergistic use of ZnO and K plays a complementary role in structural development and functional enhancement. This synthesis strategy resulted in advanced activated biocarbon with a significantly higher surface area of 1744.6 m 2 g –1, outperforming biocarbon activated with KOH alone. In this study, it was hypothesized that KOH would penetrate and activate the ZnO/C carbon precursor more effectively than the direct activation of CDS. The resulting advanced activated biocarbon materials were systematically investigated through comprehensive microstructural, physicochemical, interfacial, textural, and thermal analyses. Scanning electron microscopy (SEM) revealed a superior 3D hierarchical structure enriched with micropores, favorable mesopores, and interconnected macropores of synthesized biocarbon. Furthermore, CO 2 adsorption capacities were performed at various temperatures (273, 288, 298, and 308 K). The highest adsorption capacities, ranging from 3.70 to 6.30 mol kg –1, were observed at 1 bar and 273 K for all advanced activated biocarbon samples. Notably, the combined catalytic and templating effects of ZnO and K resulted in a highly porous structure with a high surface area, abundant adsorption sites, and excellent selective CO 2 capture properties.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.003
GPT teacher head0.180
Teacher spread0.178 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations9
Published2025
Admission routes2
Has abstractyes

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