Evidence map›Paper›PMID 41760801›Full record

ArticleScientific reports2026

Methodology for quantifying particle charge statistics in electric fields of gas insulations.

Hans-Christoph Töpper, Simon Scherrer, Lucio Isa, Christian M Franck

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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
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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

4 authors.

Hans-Christoph TöpperInstitute for Power Systems and High Voltage Technology, ETH Zurich, Zurich, Switzerland. htoepper@ethz.ch.
Simon ScherrerLaboratory for Soft Materials and Interfaces, ETH Zurich, Zurich, Switzerland.
Lucio IsaLaboratory for Soft Materials and Interfaces, ETH Zurich, Zurich, Switzerland.
Christian M FranckInstitute for Power Systems and High Voltage Technology, ETH Zurich, Zurich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrically charged particles in high-voltage gas insulation systems can lead to field distortion, partial discharges, and ultimately, insulation breakdowns. Despite their significance, particle charges have rarely been studied in this context. This work therefore characterizes the electric charges of metallic and dielectric particles with diameters ranging from 1 to 170 [Formula: see text]m. The charge magnitudes measured at different field strengths using tracking velocimetry range from approximately 1 fC to 10 pC. The particle diameter is observed to be the most influential factor, while intrinsic particle material properties show little effect. Thereby, contact electrification is identified as the underlying charging mechanism. Broad, non-Gaussian charge distributions are observed across all particles, which is attributed to adhesive forces between particles and the electrode surface. The adhesion spanning from 6nN to 780nN is measured using atomic force microscopy and is shown to be dependent on the particle material and its surface topography. However, the maximum measured charge during motion is smaller than that which would be necessary to overcome adhesion at the upper end of the adhesion spectrum. The particle surface field strength limitation due to the breakdown field strength of air explains this. While constant charges compensate for gravity and low adhesion, charge loss during motion from initially high charges is observed. Mirror-charge-induced motion patterns are observed for these high charges, adding a previously not considered term to the motion equation. Overall, the results provide a quantitative description of particle charges, linking adhesion, charge loss, and motion. This establishes a new fundamental experimental methodology to support future assessments of the particle's influence on high-voltage gas insulation systems.

Indexed as

Gas insulation systemsParticle charge characterizationParticle-electrode interactions

Identifiers

PMID41760801
PMCPMC12979686

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