A novel integrated model to improve the dynamic viscosity of MWCNT-Al2O3 (40: 60)/Oil 5W50 hybrid nano-lubricant using artificial neural networks (ANNs)
MH Esfe, R Esmaily, MK Khabaz, A Alizadeh… - Tribology …, 2023 - Elsevier
In this study, a unique incorporated version is presented to enhance the dynamic viscosity of
MWCNT-Al 2 O 3 (40: 60)/Oil 5W50 hybrid nanofluid (HNF) the usage of the 3 maximum vast …
MWCNT-Al 2 O 3 (40: 60)/Oil 5W50 hybrid nanofluid (HNF) the usage of the 3 maximum vast …
Thermal conductivity prediction of WO3-CuO-Ag (35: 40: 25)/water hybrid ternary nanofluid with Artificial Neural Network and back-propagation algorithm
One way to enhance the thermal conduction process in heating systems is to attach
substances with high thermal conductivity (TC) to the base fluids. The interesting properties …
substances with high thermal conductivity (TC) to the base fluids. The interesting properties …
Obtaining an accurate prediction model for viscosity of a new nano-lubricant containing multi-walled carbon nanotube-titanium dioxide nanoparticles with oil SAE50
This study aims to investigate the viscosity behavior of multi-walled carbon nanotube
(MWCNT)-titanium dioxide (TiO 2)(40− 60)-SAE50 oil nanofluid using an Artificial Neural …
(MWCNT)-titanium dioxide (TiO 2)(40− 60)-SAE50 oil nanofluid using an Artificial Neural …
[HTML][HTML] Properties of Al2O3-MWCNT/radiator coolant hybrid nanofluid for solar energy applications
As a unique approach to enhance the heat transfer properties of fluids with the inclusion of
multiple solid particles with sizes less than 100 nm is called hybrid nanofluids (HNF). Due to …
multiple solid particles with sizes less than 100 nm is called hybrid nanofluids (HNF). Due to …
Designing the best ANN topology for predicting the dynamic viscosity and rheological behavior of MWCNT-CuO (30: 70)/SAE 50 nano-lubricant
MH Esfe, M Hajian, R Esmaily, SA Eftekhari… - Colloids and Surfaces A …, 2022 - Elsevier
Heat transfer optimization has a special priority in all industries. Nanoparticles dramatically
develop the thermophysical properties of the base fluid when they are suspended uniformly …
develop the thermophysical properties of the base fluid when they are suspended uniformly …
Artificial neural network modeling of thermal characteristics of WO3-CuO (50: 50)/water hybrid nanofluid with a back-propagation algorithm
Thermophysical properties such as thermal conductivity (k nf) make the use of fluid suitable
for heat transfer. Fluids such as water have limited applications due to their low thermal …
for heat transfer. Fluids such as water have limited applications due to their low thermal …
[HTML][HTML] Dynamic viscosity modeling of nanofluids with MgO nanoparticles by utilizing intelligent methods
BM Fadhl, BM Makhdoum, A Ma'arif, I Suwarno… - Energy Reports, 2023 - Elsevier
Nanofluids, as the fluids with modified thermal characteristics, are usable for improving the
efficiency of renewable energy systems and enhancement of thermal management …
efficiency of renewable energy systems and enhancement of thermal management …
[HTML][HTML] Comparison of standalone and hybrid machine learning models for prediction of critical heat flux in vertical tubes
Critical heat flux (CHF) is an essential parameter that plays a significant role in ensuring the
safety and economic efficiency of nuclear power facilities. It imposes design and operational …
safety and economic efficiency of nuclear power facilities. It imposes design and operational …
[HTML][HTML] Optimisation of artificial intelligence models and response surface methodology for predicting viscosity and relative viscosity of GNP-alumina hybrid nanofluid …
A Borode, P Olubambi - The Journal of Supercomputing, 2024 - Springer
The viscosity properties of GNP-alumina hybrid nanofluids are of significant importance in
various engineering applications. This study compares the predictive performance of …
various engineering applications. This study compares the predictive performance of …
The key role of interfacial non-bonding interactions in regulating lubricant viscosity using nanoparticles
P Yue, Y Zhang, S Zhang, J Jia, K Han, N Song - Tribology International, 2023 - Elsevier
The feasibility of using nanoparticles (NPs) as lubricant viscosity modifiers has attracted
considerable attention as they can increase/decrease the lubricant viscosity. However, due …
considerable attention as they can increase/decrease the lubricant viscosity. However, due …