Evidence map›Paper›PMID 42045293›Full record

ArticleScientific reports2026

Experimental investigation of solar collector efficiency enhancement using surfactant stabilized MWCNT and Al₂O₃ hybrid nanofluid.

Praveen Kumar Kanti, H B Marulasiddeshi, Nejla Mahjoub Said, V Vicki Wanatasanappan, Mohamed Bechir Ben Hamida, Taha Abdella Geda

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

6 authors.

Praveen Kumar KantiInstitute of Power Engineering, University Tenaga Nasional, IKRAM-UNITEN, Jalan, Selangor, 43000, Malaysia.
H B MarulasiddeshiDepartment of Mechanical Engineering, SJCE, JSS Science and Technology University, Mysuru, 570006, India.
Nejla Mahjoub SaidDepartment of Physics, College of Science, King Khalid University, Abha, 61413, Saudi Arabia.
V Vicki WanatasanappanInstitute of Power Engineering, University Tenaga Nasional, IKRAM-UNITEN, Jalan, Selangor, 43000, Malaysia. vignesh@uniten.edu.my.
Mohamed Bechir Ben HamidaDeanship of Scientific Research, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.
Taha Abdella GedaSchool of Mechanical and Industrial Engineering, Addis Ababa College of Technology and Built Environment, Addis Ababa, Ethiopia. tahaabdi2007@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work presents a novel outdoor experimental evaluation of a thermal performance of solar flat plate collector employing water-based alumina (Al₂O₃) nanofluids and a multi-walled carbon nanotube (MWCNTs)-Al₂O₃ (50:50) hybrid nanofluid as working fluids. Experiments were conducted under real solar conditions (9:00-15:00 h) at nanoparticle concentrations of 0.1, 0.3, and 0.5 vol% to examine heat transfer coefficient, thermal efficiency, and exergy performance. Results reveal that the hybrid nanofluid exhibited consistent superiority over mono-nanofluids and water, achieving a maximum heat transfer coefficient of 357.4 W/m²K at 0.5 vol%. At a peak solar irradiance of 1065 W/m

Indexed as

Colloidal stabilityExergy efficiencyMWCNT–Al₂O₃Solar flat plate collectorSustainable development goals

Identifiers

PMID42045293
PMCPMC13237241

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.