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Record W4296218965 · doi:10.1002/cjce.24666

Photocatalytic degradation of diclofenac using hybrid<scp>MIL</scp>‐53(Al)@<scp>TiO<sub>2</sub></scp>and<scp>MIL</scp>‐53(Al)@<scp>ZnO</scp>catalysts

2022· article· en· W4296218965 on OpenAlexaffvenue
Abdollah Karami, Reem Shomal, Rana Sabouni, Sana Z.M. Murtaza, Mehdi Ghommem

Bibliographic record

VenueThe Canadian Journal of Chemical Engineering · 2022
Typearticle
Languageen
FieldChemistry
TopicMetal-Organic Frameworks: Synthesis and Applications
Canadian institutionsMcMaster University
FundersSharjah Research AcademyAmerican University of Sharjah
KeywordsPhotodegradationMaterials sciencePhotocatalysisNanocompositeFourier transform infrared spectroscopyChemical engineeringThermogravimetric analysisDiffuse reflectance infrared fourier transformThermogravimetryScanning electron microscopeThermal stabilityNuclear chemistryCatalysisNanotechnologyComposite materialChemistryOrganic chemistry

Abstract

fetched live from OpenAlex

Abstract In this work, TiO2and ZnO were incorporated successfully into a MIL‐53(Al) metal–organic framework (MOF) to form nanocomposites via a facile post‐modification technique. The hybrid MIL‐53(Al)@TiO2and MIL‐53(Al)@ZnO were characterized by several characterization tests. The X‐ray diffraction (XRD), Fourier‐transform infrared (FTIR), and field‐emission scanning electron microscopy (FE‐SEM) analyses showed evidence of the successful incorporation of TiO2and ZnO within the MIL‐53(Al) framework. The thermal gravimetric analysis (TGA) analysis demonstrated the excellent thermal stability of MIL‐53(Al)@TiO2and MIL‐53(Al)@ZnO, while diffuse reflectance spectroscopy (DRS) determined the direct optical band gaps of MIL‐53(Al)@ZnO and MIL‐53(Al)@TiO2to be 3.24 and 3.34 eV, respectively. The composites were also tested for the photocatalytic degradation of diclofenac (DCF) as a micropollutant. The DCF degradation efficiency of the photocatalysts was ranked in the following order: MIL‐53(Al)@TiO2 > MIL‐53(Al) > TiO2 > ZnO > MIL‐53(Al)@ZnO. The incorporation of TiO2enhanced the optical properties of MIL‐53 (Al), which was confirmed with the superior photodegradation efficiency of MIL‐53(Al)@TiO2(>85% in 2 h) as compared to the pristine MIL‐53(Al) (around 80% in 2 h). The improvement in the photodegradation of the hybrid‐MOF is mostly associated with the possible dual function of the adsorption and photodegradation mechanisms. The reusability of MIL‐53(Al) and its composites was inspected over 3 cycles of photodegradation experiments with DCF. The photocatalytic activity of MIL‐53(Al)@TiO2remained unchanged (>90%), while for MIL‐53(Al) and MIL‐53(Al)@ZnO a slight drop was observed over three cyclic degradation experiments. Fluorescence measurements revealed that the hydroxyl radical is an important reactive oxygen species produced by all the photocatalysts that aid in the photodegradation of DCF. Furthermore, the kinetic modelling of the photoreaction identified a second‐order kinetics for all catalysts. Experiments with scavengers showed that hydroxyl radicals played a major role in the photocatalytic process, and it was found that only 2 h of treatment was sufficient to obtain a considerable chemical oxygen demand (COD) reduction of 58%.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.200
Teacher spread0.189 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations5
Published2022
Admission routes2
Has abstractyes

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