Evidence map›Paper›PMID 40025235›Full record

ArticleScientific reports2025

A finite element with statistical analysis study to investigate the electrical performance of composite insulators under water droplet impact.

Lyamine Ouchen, Khaled Belhouchet, Abdelhafid Bayadi, Abderrahim Zemmit, Abdelhakim Idir, Yayehyirad Ayalew Awoke, Enas Ali, Sherif S M Ghoneim, Ahmed B Abou Sharaf

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

9 authors.

Lyamine OuchenDepartment of Electrical Engineering, Faculty of Technology, Ferhat Abbas University, Setif - 1, Setif, 19000, Algeria.
Khaled BelhouchetDepartment of Electrical Engineering, Electrical Engineering Laboratory (LGE), University of M'Sila, M'Sila, 28000, Algeria. khaled.belhouchet@univ-msila.dz.
Abdelhafid BayadiDepartment of Electrical Engineering, Faculty of Technology, Ferhat Abbas University, Setif - 1, Setif, 19000, Algeria.
Abderrahim ZemmitDepartment of Electrical Engineering, Electrical Engineering Laboratory (LGE), University of M'Sila, M'Sila, 28000, Algeria.
Abdelhakim IdirDepartment of Electrical Engineering, Electrical Engineering Laboratory (LGE), University of M'Sila, M'Sila, 28000, Algeria.
Yayehyirad Ayalew Awoke3Department of Electrical and Computer Engineering, Debre Markos Institute of Technology, Debre Markos University, P. BOX 269, Debre Markos, Ethiopia. yayehyirad_ayalew@dmu.edu.et.
Enas AliUniversity Centre for Research and Development, Chandigarh University, Mohali, 140413, Punjab, India.
Sherif S M GhoneimDepartment of Electrical Engineering, College of Engineering, Taif University, Taif, 21944, Saudi Arabia.
Ahmed B Abou SharafMinistry of Higher Education & Scientific Research, Industrial Technical Institute in Mataria, Cairo, 11718, Egypt.

Funding

Taif University, Taif, Saudi Arabia (TU-DSPP-2024-14).
6 · The paper itself

Abstract

Composite insulators demonstrate superior electrical performance in contrast to standard insulators. Nevertheless, the deterioration of composite insulator and the challenges in identifying defects are the primary drawbacks of these insulators. This study investigates the effect of water droplets on the electrical behavior of composite insulators, which are widely used in high-voltage applications. Using COMSOL software, a Finite Element Model (FEM) was developed to simulate the electric field distribution on the surface of a composite insulator in the presence of water droplets. The results indicate that the existence of water droplets increases the electric field intensity by approximately 33.33% when the number of droplets increases from two to six. The simulations also reveal that water droplets significantly increase the electric field's intensity, which affects the electric field and potential distribution on the insulator's surface. Furthermore, the conductivity of water droplets was found to have a negligible impact on the electric field distribution along the insulator. To systematically evaluate the influence of various factors, Response Surface Methodology (RSM) was employed in combination with Analysis of Variance (ANOVA) to analyze the interactions between water droplet number, pollution, and applied voltage. The statistical analysis demonstrated that the maximum electric field intensity increased by nearly 38.3% as water droplet conductivity rose from low to high levels. RSM was used to generate a second-order polynomial model that describes the relationship between these factors and the electrical performance of the insulator, allowing for the identification of significant trends and interactions. The findings provide valuable insights for the design and development of composite insulators that are more resilient to environmental factors, enhancing their overall electrical performance.

Indexed as

ANOVAComposite insulatorElectric fieldFEMWater droplet

Identifiers

PMID40025235
PMCPMC11873214

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LicenceCC BY-NC-ND
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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.