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Experimental investigation and model development of the non-Newtonian behavior of CuO-MWCNT-10w40 hybrid nano-lubricant for lubrication purposes

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TLDR
In this paper, an artificial neural network (ANN) based on multilayer perception (MLP) algorithm was created and applied to support the rheological behavior of the prepared nano-fluids.
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This article is published in Journal of Molecular Liquids.The article was published on 2018-01-01. It has received 102 citations till now. The article focuses on the topics: Nanofluid & Viscosity.

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Rheological behavior characteristics of TiO2-MWCNT/10w40 hybrid nano-oil affected by temperature, concentration and shear rate: An experimental study and a neural network simulating

TL;DR: In this paper, an artificial neural network (MLP) was used to predict the viscosity in terms of temperature, solid volume fraction and shear stress, which showed more accurate results in comparison with correlation results.
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An updated review on the properties, fabrication and application of hybrid-nanofluids along with their environmental effects

TL;DR: Hybrid-nanofluids as mentioned in this paper is a new fluid produced by dispersing two dissimilar types of nano-particles into the base fluid, which can be used to improve heat transfer performance.
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An updated review on the influential parameters on thermal conductivity of nano-fluids

TL;DR: In this paper, the effect of nano-particle size, their volume fraction, temperature, aspect ratio, base-fluid, nano inclusions, additive, and pH on thermal conductivity of hybrid nano-fluids is investigated.
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Experimental evaluation, new correlation proposing and ANN modeling of thermal properties of EG based hybrid nanofluid containing ZnO-DWCNT nanoparticles for internal combustion engines applications

TL;DR: In this paper, the authors investigated the thermal conductivity of EG based hybrid nanofluid containing ZnO-DWCNT nanoparticles at concentration of 0.045 to 1.9% and a temperature of 30-50°C.
References
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Journal ArticleDOI

The Viscosity of Concentrated Suspensions and Solutions

TL;DR: In this paper, an expression for the viscosity of solutions and suspensions of finite concentration is derived by considering the effect of the addition of one solute-molecule to an existing solution, which is considered as a continuous medium.
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Measuring Thermal Conductivity of Fluids Containing Oxide Nanoparticles

TL;DR: In this paper, a transient hot-wire method was used to measure the thermal conductivity of a small amount of nanoparticles and the experimental results showed that these nanoparticles have substantially higher thermal conductivities than the same liquids without nanoparticles.
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Effects of crystallization and dopant concentration on the emission behavior of TiO2:Eu nanophosphors

TL;DR: EDS results confirmed a systematic increase of Eu content in the as-prepared samples with the increase of nominal europiumcontent in the reaction solution, and crystallinity and crystallite size of the titania particles decreased gradually.
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The effect of Brownian motion on the bulk stress in a suspension of spherical particles

TL;DR: In this article, the effect of Brownian motion on the probability density of the separation vector of rigid spherical particles in a dilute suspension is investigated and an explicit expression for this leading approximation is constructed in terms of hydrodynamic interactions between pairs of particles.
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Konsistenzmessungen von Gummi-Benzollösungen

TL;DR: In this article, the authors discuss the effect of konsistenzbestimmung durch Benutzung dieser Gleichung, der das verwendbare Werte fur alle praktischen Stromungsgeschwindigkeiten liefert and das sie die Notwendigekeit, sehr hohe Drucke anzuwenden, vermeidet.
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