Influence of Moisture Invasion on the Deterioration of Epoxy Resin Performance, and Modification and Enhancement Methods.

Sixiao Xin, Jingyi Hou, Liang Zou, Zhiyun Han, Zhen Li, Hanwen Ren

Abstract read

In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sixiao XinSchool of Electrical Engineering, Shandong University, Jinan 250061, China.

Jingyi HouState Grid Huzhou Electric Power Supply Company, Huzhou 313099, China.

Liang ZouSchool of Electrical Engineering, Shandong University, Jinan 250061, China.ORCID 0000-0002-9523-3020

Zhiyun HanSchool of Electrical Engineering, Shandong University, Jinan 250061, China.ORCID 0000-0002-4366-5817

Zhen LiSchool of Electrical Engineering, Shandong University, Jinan 250061, China.

Hanwen RenState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China.

Funding

National Natural Science Foundation of China Enterprise Innovation and Development Joint Fund Project U24B2092

6 · The paper itself

Abstract

In high-humidity environments, the epoxy resin solid insulation materials of high-frequency transformers are prone to aging, resulting in varying degrees of deterioration in the material's dielectric properties and other aspects. To enhance the adaptability of epoxy resin in high humidity environments, this paper, based on the molecular dynamics simulation method, establishes epoxy resin-based nanocomposites with doped nanofillers: a pure epoxy resin model and three epoxy resin models, respectively, doped with carbon nanotubes, graphene(GR), and SiO

Indexed as

dielectric propertiesepoxy resinglass transition temperaturemolecular dynamics simulationnanofillerthermal diffusion coefficients

Identifiers

PMID41010088

DOI10.3390/ma18184243

PMCPMC12471830

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.