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Journal ArticleDOI

A review on the properties, preparation, models and stability of hybrid nanofluids to optimize energy consumption

TLDR
In this paper, the properties, preparation and stability of hybrid nanofluids (HNFs) are investigated, and some models and correlations for predicting HNFs properties are presented.
Abstract
These days, the importance of energy consumption has led scientists to optimize thermal devices. One of the solutions proposed for this purpose is using solid nanoparticles to amend the thermal properties of conventional fluids. Adding the nanoparticles into the foundation fluids results in an improvement in the fluid properties (thermal conductivity, viscosity, etc.). Nanofluid (NF) has been drawing attention in various engineering applications in the past decade due to its superior heat transfer characteristics than the conventional working fluid. In recent years, the researchers have focused on adding two or more nanoparticles into foundation fluids, known as hybrid nanoparticles. Hybrid nanofluids (HNFs) suggest a more appropriate heat transfer performance and thermophysical features than the conventional heat transfer fluids (ethylene glycol, water and oil) and even NFs with single nanoparticles. It was proven that HNF can be an alternative to the single NF, since it can provide more heat transfer enhancement, particularly in the context of the solar energy, electromechanical, HVAC, electromechanical and automobile. In the current research, the properties, preparation and stability of HNFs are investigated. Also, some models and correlations for predicting HNFs properties are presented.

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Citations
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Journal ArticleDOI

Recent Advances in Machine Learning Research for Nanofluid-Based Heat Transfer in Renewable Energy System

TL;DR: In this paper , a review of machine learning techniques employed in the nanofluid-based renewable energy system, as well as new developments in machine learning research, is presented.
Journal ArticleDOI

Entropy generation of graphene–platinum hybrid nanofluid flow through a wavy cylindrical microchannel solar receiver by using neural networks

TL;DR: In this article, the second thermodynamic law analysis is conducted for graphene-platinum/water hybrid nanofluid flow to assess how a new cylindrical microchannel heat sink has wavy-shaped fins performs.
Journal ArticleDOI

MHD Flow of a Hybrid Nano-Fluid in a Triangular Enclosure with Zigzags and an Elliptic Obstacle

TL;DR: In this article , the authors used the multi-physics COMSOL software and the Darcy-Brinkman-Forchheimer model with a porosity of 0.4 to conduct a numerical study on heat transfer by Cu-TiO2/EG hybrid nano-fluid inside a porous annulus between a zigzagged triangle and different cylinders and under the influence of an inclined magnetic field.
Journal ArticleDOI

Examining rheological behavior of MWCNT-TiO2/5W40 hybrid nanofluid based on experiments and RSM/ANN modeling

TL;DR: In this article, the effect of nanoparticles on the viscosity of the base fluid and the nanofluid were measured and compared at 20-60°C and 0.05-1-vol% using Brookfield viscometer.
References
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Book

A Treatise on Electricity and Magnetism

TL;DR: The most influential nineteenth-century scientist for twentieth-century physics, James Clerk Maxwell (1831-1879) demonstrated that electricity, magnetism and light are all manifestations of the same phenomenon: the electromagnetic field as discussed by the authors.
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Convective Transport in Nanofluids

TL;DR: In this article, the authors considered seven slip mechanisms that can produce a relative velocity between the nanoparticles and the base fluid and concluded that only Brownian diffusion and thermophoresis are important slip mechanisms in nanofluids.
Journal ArticleDOI

Investigation on Convective Heat Transfer and Flow Features of Nanofluids

TL;DR: In this article, an innovative new class of heat transfer fluids can be engineered by suspending metallic nanoparticles in conventional heat-transfer fluids, which are expected to exhibit high thermal conductivities compared to those of currently used heat transfer fluid, and they represent the best hope for enhancing heat transfer.
Journal ArticleDOI

Hydrodynamic and heat transfer study of dispersed fluids with submicron metallic oxide particles

TL;DR: In this article, the authors used a Brookfield rotating viscometer to measure the viscosities of the dispersed fluids with γ-alumina (Al2O3) and titanium dioxide (TiO2) particles at a 10% volume concentration.
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