Evidence map›Paper›PMID 41652028›Full record

ArticleScientific reports2026

A new anti-soiling approach based on oleic acid-modified Al₂O₃ nanocoatings for photovoltaic panels.

Mustafa Arslan, İlyas Deveci, Cemile Arslan, Mehmet Çunkaş

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
–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

4 authors.

Mustafa ArslanVocational School of Technical Sciences, Department of Electricity and Energy Technologies, Konya Technical University, Konya, Türkiye.ORCID http://orcid.org/0000-0001-7729-2687
İlyas DeveciVocational School of Technical Sciences, Department of Chemistry and Chemical Processing Technologies, Konya Technical University, Konya, Türkiye.ORCID http://orcid.org/0000-0002-2753-2301
Cemile ArslanVocational School of Technical Sciences, Department of Electronics and Automation Technologies, Konya Technical University, Konya, Türkiye.ORCID http://orcid.org/0000-0003-4544-5014
Mehmet ÇunkaşDepartment of Electrical and Electronics Engineering, Selçuk University, Konya, Türkiye. mcunkas@selcuk.edu.tr.ORCID http://orcid.org/0000-0002-5031-7618

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effectiveness of oleic acid-functionalized Al₂O₃ nanoparticle thin-film coatings in reducing dust-induced performance losses in photovoltaic (PV) systems. Coating performance was evaluated using spraying durations of 20, 40, and 80 s and oleic acid concentrations between 0.5% and 4.5%. Characterization results indicated that the optimal coating was obtained using a 40-second spraying time and a 1.5% oleic acid concentration, resulting in a 231 nm film thickness and a water contact angle of 75.47°, confirming improved surface properties. Laboratory experiments showed that the coated surfaces accumulated, on average, 6.9 mg/cm² less dust than uncoated ones, preventing 0.6–3.0% efficiency loss. A central composite design (CCD) approach was applied by considering temperature, relative humidity, wind speed, and initial dust load as environmental variables. Field tests performed under real outdoor conditions demonstrated that coated Mini-PV modules produced 0.5–0.8 W more daily energy compared to uncoated panels. However, environmental factors such as temperatures above 35 °C and the presence of hydrophobic pollutants reduced long-term coating effectiveness. Overall, the findings indicate that oleic acid-modified Al₂O₃ coatings may serve as a passive strategy for mitigating dust accumulation and enhancing PV panel performance under certain conditions.

Indexed as

Al2O3 thin filmAnti-soilingEfficiency lossesMini-PV modulesSolar energy

Identifiers

PMID41652028
PMCPMC12936099

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.