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Record W4410586163 · doi:10.1016/j.jcou.2025.103126

Mechanical robust and thermal insulated rPET microcellular foam via supercritical CO2 foaming cross-linked photovoltaic backsheet

2025· article· en· W4410586163 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.

Bibliographic record

VenueJournal of CO2 Utilization · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPolymer Foaming and Composites
Canadian institutionsUniversity of Toronto
FundersNatural Science Foundation of Ningxia ProvinceNational Natural Science Foundation of ChinaEducation Department of Ningxia Hui Autonomous Region
KeywordsMaterials scienceSupercritical fluidPhotovoltaic systemComposite materialThermalEngineeringElectrical engineeringChemistryThermodynamics

Abstract

fetched live from OpenAlex

Upcycling of solar panels plays important role in the photovoltaic sustainability. However, their reprocessed foaming was limited due to the low melt strength of the backsheet material after long-term usage. Herein, we utilized chain extender (CE), a copolymer made of glycidyl methacrylate (GMA) and styrene to enhance the melt strength of recycled polyethylene terephthalate (rPET) via the formation of chemical cross-linking network. According to Fourier transform infrared spectroscopy (FTIR) spectrum, the epoxy groups in GMA participated into cross-linking reaction since absorption peaks of 758 cm −1 , 847 cm −1 , 902 cm −1 and 1248 cm −1 assigned with epoxy group disappeared after reactive extrusion. Consequently, the glass transition temperature increased to 78.5 ℃, and the crystallinity decreased 37.7 % gradually with CE content of 5 %. Rheological results showed that the zero-shear viscosity dramatically increased to 19692.1 Pa·s, almost 100-folds for unmodified rPET, demonstrating the viscoelasticity transition from “liquid” viscos state to “solid” elastic rPET with incorporation of cross-linking agent. With the assistance of two-step supercritical CO 2 foaming technology, the rPET microcellular foam with high compressive strength and thermal insulated performance can be developed. Specifically, the void fraction increased up to 85.6 %, the average cell size could decrease to 9.2 µm, the cell density increased up to 1.98 × 10 9 cells/cm 3 , thermal conductivity reduced to 48.5 mW/(m·K), the compressive strength of the rPET foam can reach up to 6.84 MPa. As a proof of concept, this work provides a novel route to develop mechanical robust and thermal insulated rPET microcellular foam for resource utilization of disposed photovoltaic backsheet.

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)0.001
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 score0.036
Threshold uncertainty score0.630

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.021
GPT teacher head0.276
Teacher spread0.255 · 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