Evidence map›Paper›PMID 41187162›Full record

ArticlePloS one2025

Effect of silver and graphene nanoparticles on the thermophysical performance of ethylene glycol-glycerol hybrid nanofluids.

Athirah Najwa Zaaba, Ali Samer Muhsan, Mohammad Shakir Nasif, Muhammad Umair Shahid

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Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Athirah Najwa ZaabaMechanical Engineering Department, Universiti Teknologi PETRONAS, Perak, Malaysia.
Ali Samer MuhsanMechanical Engineering Department, Universiti Teknologi PETRONAS, Perak, Malaysia.ORCID https://orcid.org/0000-0001-8270-0091
Mohammad Shakir NasifMechanical Engineering Department, Universiti Teknologi PETRONAS, Perak, Malaysia.
Muhammad Umair ShahidCenter of Innovative Nanostructures and Nanodevices, Universiti Teknologi PETRONAS, Perak, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the thermophysical properties of ethylene glycol-glycerol (60:40 v/v) hybrid nanofluids containing graphene nanoplatelets (GNPs) and silver nanoparticles (Ag) at concentrations of 0.1-0.5 vol.%. The nanofluids were synthesized using a two-step method with Tween-80 surfactant to enhance dispersion stability. High-resolution transmission electron microscopy (TEM) and Raman spectroscopy confirmed the morphology, lateral size, few-layer structure of GNPs, and the attachment of Ag nanoparticles. The addition of surfactant increased the zeta potential from 15.7 mV to 35.2 mV for the 0.1 vol.% GNPs/Ag formulation, indicating a marked improvement in colloidal stability. Thermal conductivity enhancement reached 102.85% at 0.1 vol.% with only a 19.84% viscosity increase. Higher nanoparticle loadings improved conductivity further but caused significant viscosity increases and reduced stability. Specific heat capacity decreased by up to 46.45%, potentially benefiting rapid thermal response applications but limiting heat storage capacity. Comparison with recent literature showed that the present formulation outperforms several similar Ag- and GNP-based nanofluids in thermal conductivity enhancement while maintaining manageable viscosity. This study is the first to report such high conductivity improvement in an EG-GLY-based hybrid nanofluid at ultra-low loading, achieved through optimized surfactant use, validated structural characterization, and benchmarking against literature. Low-concentration GNPs/Ag hybrid nanofluids, particularly at 0.1 vol.%, offer strong potential for thermal management applications where high heat transfer performance and acceptable pumping requirements are critical. However, stability limitations at higher concentrations and viscosity-conductivity trade-offs highlight the need for further optimization before large-scale deployment.

Indexed as

Ethylene GlycolGlycerolGraphiteMetal NanoparticlesSilverThermal ConductivityViscosityEthylene GlycolGlycerolGraphiteSilver

Identifiers

PMID41187162
PMCPMC12585037

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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.