Nanofluid research and applications: A review
J Li, X Zhang, B Xu, M Yuan - … Communications in Heat and Mass Transfer, 2021 - Elsevier
Nanofluids have been widely used in various fields because of their unique thermal
conductivity. This paper reviews and evaluates the thermal conductivity of nanofluids …
conductivity. This paper reviews and evaluates the thermal conductivity of nanofluids …
A review on the utilized machine learning approaches for modeling the dynamic viscosity of nanofluids
M Ramezanizadeh, MH Ahmadi, MA Nazari… - … and Sustainable Energy …, 2019 - Elsevier
Nanofluids are broadly applied in energy systems such as solar collector, heat exchanger
and heat pipes. Dynamic viscosity of the nanofluids is among the most important features …
and heat pipes. Dynamic viscosity of the nanofluids is among the most important features …
Carbon-based nanofluids and their advances towards heat transfer applications—a review
Nanofluids have opened the doors towards the enhancement of many of today's existing
thermal applications performance. This is because these advanced working fluids exhibit …
thermal applications performance. This is because these advanced working fluids exhibit …
Examining rheological behavior of CeO2-GO-SA/10W40 ternary hybrid nanofluid based on experiments and COMBI/ANN/RSM modeling
M Sepehrnia, H Maleki, M Karimi, E Nabati - Scientific Reports, 2022 - nature.com
In this study, the rheological behavior and dynamic viscosity of 10W40 engine oil in the
presence of ternary-hybrid nanomaterials of cerium oxide (CeO2), graphene oxide (GO) …
presence of ternary-hybrid nanomaterials of cerium oxide (CeO2), graphene oxide (GO) …
Prediction of Thermo-Physical Properties of TiO2-Al2O3/Water Nanoparticles by Using Artificial Neural Network
M Sadeghzadeh, H Maddah, MH Ahmadi, A Khadang… - Nanomaterials, 2020 - mdpi.com
In this paper, an artificial neural network is implemented for the sake of predicting the
thermal conductivity ratio of TiO2-Al2O3/water nanofluid. TiO2-Al2O3/water in the role of an …
thermal conductivity ratio of TiO2-Al2O3/water nanofluid. TiO2-Al2O3/water in the role of an …
Machine learning-based approaches for modeling thermophysical properties of hybrid nanofluids: A comprehensive review
A Maleki, A Haghighi, I Mahariq - Journal of Molecular Liquids, 2021 - Elsevier
Thermophysical properties of hybrid nanofluids remarkably affect their behavior in
engineering systems. Among these properties, dynamic viscosity and thermal conductivity …
engineering systems. Among these properties, dynamic viscosity and thermal conductivity …
Feasibility of ANFIS-PSO and ANFIS-GA Models in Predicting Thermophysical Properties of Al2O3-MWCNT/Oil Hybrid Nanofluid
IM Alarifi, HM Nguyen, A Naderi Bakhtiyari, A Asadi - Materials, 2019 - mdpi.com
The main purpose of the present paper is to improve the performance of the adaptive neuro-
fuzzy inference system (ANFIS) in predicting the thermophysical properties of Al2O3 …
fuzzy inference system (ANFIS) in predicting the thermophysical properties of Al2O3 …
Tool wear prediction in hard turning of EN8 steel using cutting force and surface roughness with artificial neural network
In this work, the flank wear of the cutting tool is predicted using artificial neural network
based on the responses of cutting force and surface roughness. EN8 steel is chosen as a …
based on the responses of cutting force and surface roughness. EN8 steel is chosen as a …
Statistical review of studies on the estimation of thermophysical properties of nanofluids using artificial neural network (ANN)
MH Esfe, MH Kamyab, D Toghraie - Powder Technology, 2022 - Elsevier
The purpose of this study was to evaluate the conducted studies in the field of estimating the
thermophysical properties of nanofluids using the artificial neural network (ANN) technique …
thermophysical properties of nanofluids using the artificial neural network (ANN) technique …
Predicting the efficiency of CuO/water nanofluid in heat pipe heat exchanger using neural network
H Maddah, M Ghazvini, MH Ahmadi - International Communications in Heat …, 2019 - Elsevier
In this study, the CuO/water nanofluid was used to increase the performance of heat pipe
heat exchanger. The results showed that the rise in the input power of the heat pipe leads to …
heat exchanger. The results showed that the rise in the input power of the heat pipe leads to …