MétaCan
Menu
Back to cohort
Record W7117239563 · doi:10.1109/tdei.2025.3648694

Flame Retardancy and Thermal Performance of Rare Earth Oxide Doped Silicone Rubber Nanocomposites

2025· article· W7117239563 on OpenAlexaff
Sambari Mahesh, Palash Mishra, Ayman El Hag, Shirish H. Sonawane, Mithun Mondal, Roy Partha Sarathi

Bibliographic record

VenueIEEE Transactions on Dielectrics and Electrical Insulation · 2025
Typearticle
Language
FieldMaterials Science
TopicHigh voltage insulation and dielectric phenomena
Canadian institutionsUniversity of Waterloo
FundersScience and Engineering Research Board
KeywordsSilicone rubberVulcanizationComposite numberThermal stabilityNanocompositeShore durometerDielectricFlammabilityChar

Abstract

fetched live from OpenAlex

Room temperature vulcanized (RTV) silicone rubber is widely used for outdoor high voltage insulation due to its strong hydrophobicity and anti-pollution performance, but its inherent flammability limits use for fire prone environments. This study investigates novel RTV silicone rubber composites incorporating La₂O₃, a rare earth oxide, to enhance flame retardancy via radical scavenging and char formation. Four formulations are prepared: undoped silicone rubber, silicone rubber doped with 1 wt.% and 5 wt.% nano La₂O₃, and a commercially used 45 wt.% micro ATH filled rubber. UL-94 testing shows that the 1 wt.% La₂O₃ composite achieved a V-0 rating, outperforming all other specimens, including the ATH composite, which attained V-1. Thermo-oxidative treatment and FTIR analysis reveal fewer surface microcracks in the 1 wt.% La₂O₃ sample, with minimal degradation of Si-(CH₃)₂ and Si–O–Si bonds, indicating reduced bond scission and effective radical suppression. TGA confirms enhanced thermal stability, with delayed T5%, higher thermal resistance index, and increased char yield. IPT further verified improvements, as the 1 wt.% La₂O₃ composite exhibited the shortest tracking length, surpassing the ATH based and other test specimens. Breakdown strength, volume resistivity and Shore hardness measurements demonstrate that the 1 wt.% La₂O₃ composite offers the best dielectric performance with suitable hardness, while ATH composite provides moderate improvement over the undoped specimen. Overall, the 1 wt.% La₂O₃ filled RTV composite demonstrates superior flame resistance, dielectric reliability, tracking resistance, and mechanical stability with retained flexibility, making it a promising material for high voltage outdoor insulation under wildfire prone conditions.

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 head0.010
GPT teacher head0.230
Teacher spread0.220 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueIEEE Transactions on Dielectrics and Electrical InsulationSame topicHigh voltage insulation and dielectric phenomenaFrench-language works237,207