On the evaluation of the viscosity of nanofluid systems: Modeling and data assessment

A Hemmati-Sarapardeh, A Varamesh… - … and Sustainable Energy …, 2018 - Elsevier
Viscosity of nanofluids can significantly affect pumping power, pressure drop, workability of
the nanofluid as well as its convective heat transfer coefficient. Experimental measurements …

Factors affecting the performance of hybrid nanofluids: a comprehensive review

MH Hamzah, NAC Sidik, TL Ken, R Mamat… - International Journal of …, 2017 - Elsevier
Hybrid nanofluids have proven its favorable impact in terms of thermophysical properties,
heat transfer rate and stability. Many distinctive features of hybrid nanofluids offer an …

Viscosity and rheological properties of antifreeze based nanofluid containing hybrid nano-powders of MWCNTs and TiO2 under different temperature conditions

MH Esfe, HR Raki, MRS Emami, M Afrand - Powder technology, 2019 - Elsevier
In the present study, rheological behavior of MWCNTs-TiO 2 (20%–80%)/Water-EG (70%–
30%) nanofluid has been experimentally investigated. Nanofluid samples were stable and …

Comparison of LSSVM model results with artificial neural network model for determination of the solubility of SO2 in ionic liquids

H Mokarizadeh, S Atashrouz, H Mirshekar… - Journal of Molecular …, 2020 - Elsevier
In this study, the least square support vector machine (LSSVM) as a robust approach along
with genetic algorithm (GA) was utilized for prediction of SO2 solubility in ionic liquids (ILs) …

Experimental study on viscosity of spinel-type manganese ferrite nanofluid in attendance of magnetic field

M Amani, P Amani, A Kasaeian, O Mahian… - Journal of Magnetism …, 2017 - Elsevier
In this paper, an experimental evaluation on the viscosity of water-based manganese ferrite
nanofluid with and without magnetic field with 100, 200, 300, and 400 G intensities has been …

Comparative analysis of machine learning models for nanofluids viscosity assessment

M Shateri, Z Sobhanigavgani, A Alinasab, A Varamesh… - Nanomaterials, 2020 - mdpi.com
The process of selecting a nanofluid for a particular application requires determining the
thermophysical properties of nanofluid, such as viscosity. However, the experimental …

Modeling thermal conductivity of nanofluids using advanced correlative approaches: Group method of data handling and gene expression programming

F Hadavimoghaddam, S Atashrouz, F Rezaei… - … Communications in Heat …, 2022 - Elsevier
Accurate estimation of thermal conductivity (TC) of nanofluids is essential in thermophysical
studies of nanofluids. In this study, more than 3200 data of thermal conductivity of nanofluids …

An insight into the prediction of TiO2/water nanofluid viscosity through intelligence schemes

MH Ahmadi, A Baghban, M Ghazvini… - Journal of Thermal …, 2020 - Springer
Viscosity can be mentioned as one of the most crucial properties of nanofluids due to its
ability to describe the fluid resistance to flow, and as the result it affects other phenomena …

Experimental investigation of the effect of an external magnetic field on the thermal conductivity and viscosity of Fe3O4–glycerol

M Hajiyan, S Ebadi, S Mahmud, M Biglarbegian… - Journal of Thermal …, 2019 - Springer
Thermophysical properties, such as thermal conductivity and viscosity, of magnetic
nanofluids (MNFs) can be enhanced by applying external magnetic fields. Such property …

Thermophysical properties and heat transfer in mono and hybrid nanofluids with different base fluids: An overview

T Kanthimathi, P Bhramara, V Atgur, BN Rao… - Journal of Thermal …, 2024 - Springer
Hybrid nanofluids are a promising class of fluids that combine the advantages of
nanoparticles with a base fluid to enhance heat transfer performance. They have potential …