Evidence map›Paper›PMID 34883748›Full record

ArticlePolymers2021

Terahertz-Based Method for Accurate Characterization of Early Water Absorption Properties of Epoxy Resins and Rapid Detection of Water Absorption.

Hongchuan Dong, Yunfan Liu, Yanming Cao, Juzhen Wu, Sida Zhang, Xinlong Zhang, Li Cheng

Abstract read
In one paragraph

Article in Polymers, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Recent Advances in THz Detection of Water.International journal of molecular sciences · 2023
    Review
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

7 authors.

Hongchuan DongState Grid Economic and Technological Research Institute Co., Ltd., Beijing 102200, China.
Yunfan LiuState Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400044, China.ORCID 0000-0002-5903-1480
Yanming CaoState Grid Economic and Technological Research Institute Co., Ltd., Beijing 102200, China.
Juzhen WuState Grid Economic and Technological Research Institute Co., Ltd., Beijing 102200, China.
Sida ZhangState Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400044, China.ORCID 0000-0002-0692-2159
Xinlong ZhangState Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400044, China.
Li ChengState Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400044, China.

Funding

National Natural Science Foundation of China 52077013Science and technology project of State Grid Corporation of China 52090020002Q
6 · The paper itself

Abstract

Moisture is detrimental to the performance of epoxy resin material for electrical equipment in long-term operation and insulation. Therefore, moisture absorption is one of the critical indicators for insulation of the material. However, some relevant test methods, e.g., the direct weighing method, are time-consuming, and it usually takes months to complete a test. For this, it is necessary to have some modification to save the test time. Firstly, the study analyzes the present prediction method (according to ISO 62:2008). Under the same accuracy, the time required is reduced from 104 days to 71 days. Subsequently, the Langmuir curve-fitting method for water absorption of epoxy resin is analyzed, and the initial values of diffusion coefficient, bonding coefficient, and de-bonding coefficient are determined based on the results of molecular simulation, relevant experiment, and literature review. With the optimized prediction model, it takes only 1.5 days (reduced by 98% as compared with the standard prediction method) to determine the moisture absorbability. Then, the factors influencing the prediction accuracy are discussed. The results have shown that the fluctuation of balance at the initial stage will affect the test precision significantly. Accordingly, this study proposes a quantitative characterization method for initial trace moisture based on the terahertz method, by which the trace moisture in epoxy resin is represented precisely through the established terahertz time-domain spectroscopy system. When this method is used to predict the moisture absorbability, the experimental time may be further shortened by 33% to 1 day. For the whole water absorption cycle curve, the error is less than 5%.

Indexed as

epoxy resinsLangmuirmolecular simulationpredictionterahertz

Identifiers

PMID34883748
PMCPMC8659787

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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.