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Record W4408286459 · doi:10.1016/j.cej.2025.161430

Surface-functionalized layered double hydroxides (LDHs) nanoplatelets for enhanced thermal stability of plasticized polyvinyl chloride (PVC) films

2025· article· en· W4408286459 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueChemical Engineering Journal · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPolymer Science and PVC
Canadian institutionsHydromantis Environmental Software Solutions (Canada)McMaster University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsLayered double hydroxidesPolyvinyl chlorideThermal stabilityMaterials scienceChemical engineeringThermalComposite materialHydroxide

Abstract

fetched live from OpenAlex

• Oleic acid is investigated as a surface modifier for LDH-based PVC stabilizers. • PVC processed with modified LDHs shows enhanced thermal stability. • Oleic acid improves both LDH dispersion and its affinity with the PVC matrix. • PVC degradation and polyene formation are suppressed. Polyvinyl chloride (PVC) is the third most produced plastic globally and a significant contributor to plastic waste. Thermal stabilizers are essential for PVC processing to prevent degradation, a role that becomes even more critical in recycling techniques where repeated reprocessing exacerbates degradation issues. Recent studies have explored layered double hydroxides (LDHs) as promising PVC stabilizers, offering a balance between stabilization efficiency, environmental impact, and cost. However, achieving effective compatibilization with PVC remains a challenge. In this study, we provide mechanistic insights into LDH stabilization by proposing a four-stage reaction mechanism during PVC degradation. This mechanism highlights the roles of interlayer anions, the interactions of basic metal components (Mg, Zn, Al), and the contribution of each element to LDH’s acid-neutralizing capabilities in suppressing HCl release. Raman spectroscopy confirmed that Zn contributes the most to HCl absorption due to its higher electronegativity and affinity for HCl, while Mg exhibits a delayed interaction, and Al contributes at later stages, indicating a progressive role in stabilization. To further enhance LDH stabilization efficiency, we modified LDH by retaining oleic acid (OA) on its surface. The introduction of OA improved LDH-PVC compatibility and enhanced HCl absorption through the reactivity of OA’s C=C bonds under acidic conditions. Unlike stearic acid, OA contributed to neutralization reactions and reinforced PVC stabilization. The OA-modified LDH (MC-9OA) demonstrated more than a twofold increase in static thermal stability compared to unmodified LDH-PVC compounds. These findings highlight both the fundamental stabilization mechanism of LDHs in PVC and the enhancement achieved through OA modification. This dual approach contributes to the sustainability of PVC products by improving their thermal stability, particularly in recycling applications.

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.049
Threshold uncertainty score0.689

Codex and Gemma teacher scores by category

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 head0.014
GPT teacher head0.239
Teacher spread0.225 · 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