Evidence map›Paper›PMID 41844912›Full record

ArticleScientific reports2026

Thermal and dielectric performance of transformer oil-based nanofluid with fullerene C

Michal Rajnak, Katarina Paulovicova, Juraj Kurimsky, Peter Bokes, Goran Bulatović, Ladislav Gal, Samuel Bucko, Jana Tothova, Roman Cimbala, Peter Kopcansky

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
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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

10 authors.

Michal RajnakInstitute of Experimental Physics SAS, Watsonova 47, 04001, Košice, Slovakia. rajnak@saske.sk.
Katarina PaulovicovaInstitute of Experimental Physics SAS, Watsonova 47, 04001, Košice, Slovakia.
Juraj KurimskyFaculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200, Košice, Slovakia.
Peter BokesFaculty of Electrical Engineering and Information Technology, Institute of Nuclear and Physical Engineering, Slovak University of Technology, Ilkovicova 3, Bratislava, 841 04, Slovakia.
Goran BulatovićFaculty of Electrical Engineering and Information Technology, Institute of Nuclear and Physical Engineering, Slovak University of Technology, Ilkovicova 3, Bratislava, 841 04, Slovakia.
Ladislav GalBEZ TRANSFORMÁTORY, a.S., Rybničná 40, 835 54, Bratislava, Slovakia.
Samuel BuckoFaculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200, Košice, Slovakia.
Jana TothovaFaculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200, Košice, Slovakia.
Roman CimbalaFaculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200, Košice, Slovakia.
Peter KopcanskyInstitute of Experimental Physics SAS, Watsonova 47, 04001, Košice, Slovakia.

Funding

Agentúra na Podporu Výskumu a Vývoja 22-0115Vedecká Grantová Agentúra MŠVVaŠ SR a SAV 1/0380/24Vedecká Grantová Agentúra MŠVVaŠ SR a SAV 2-0029-24
6 · The paper itself

Abstract

Contemporary distribution transformers face modern technological and integration challenges due to modern electrification and load increase. Motivated by the need for improvement of transformer safety, lifetime, thermal and dielectric performance, we carry out research on transformer oil-based nanofluid with fullerene C60 nanoparticles as a potential replacement for conventional transformer oil. Unlike numerous studies based on numerical or experimental investigation of thermal or dielectric properties, we provide a comprehensive research on C60 nanofluid in academic laboratories and in industry, complemented by an analytical modeling. Large-scale nano-functionalization of transformer oil is performed unconventionally by dissolving C60 powder using an industrial oil treatment machine under controlled temperature and oil pumping conditions. The prepared nanofluid is applied in a three phase 250 kVA distribution transformer, on which temperature rise and high voltage tests are conducted. The nanofluid is subjected to experimental investigation of key physical properties, like density, viscosity, nanoparticle concentration, thermal conductivity, flash point, dielectric breakdown, dissipation factor and permittivity. An analytical model of a natural convection loop is employed to predict the effects of adding C60 nanoparticles into the oil on temperature and flow velocity within the distribution transformer. It is found that very small C60 concentration (0.004% w/V) determined by spectrophotometry has a low or negligible impact on viscosity, density and thermal conductivity, while significantly increases AC breakdown voltage (by 65%) and decreases flash point of the oil. The transformer filled with the C60 nanofluid met the requirements of the standard EN 60076-2:2011. Comparison of transformer temperature rise tests and analytical model predictions show a slight decrease in the transformer temperature due to enhanced coupling between the windings and cooling surfaces through improved oil circulation. The collected experimental, numerical and industrial results provide pros and cons of the large-scale C60 nanofluid preparation and future application in distribution transformers.

Indexed as

Dielectric propertiesFullerene C60NanofluidThermal propertiesTransformer oilTransformer temperature rise

Identifiers

PMID41844912
PMCPMC13128842

What OpenQuestion holds

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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.