Nanofluids: Physical phenomena, applications in thermal systems and the environment effects-a critical review

AH Pordanjani, S Aghakhani, M Afrand… - Journal of Cleaner …, 2021 - Elsevier
This paper presents a review of literature on the effects of using nanofluids (NFs) in energy
systems. First, different types of NFs, including the combination of metal and non-metal …

Recent trends on nanofluid heat transfer machine learning research applied to renewable energy

T Ma, Z Guo, M Lin, Q Wang - Renewable and Sustainable Energy …, 2021 - Elsevier
Nanofluids have received increasing attention in research and development in the area of
renewable and sustainable energy systems. The addition of a small amount of high thermal …

Recent advances in machine learning research for nanofluid-based heat transfer in renewable energy system

P Sharma, Z Said, A Kumar, S Nizetic, A Pandey… - Energy & …, 2022 - ACS Publications
Nanofluids have gained significant popularity in the field of sustainable and renewable
energy systems. The heat transfer capacity of the working fluid has a huge impact on the …

Computational single‐phase comparative study of a Williamson nanofluid in a parabolic trough solar collector via the Keller box method

W Jamshed, KS Nisar - International Journal of Energy …, 2021 - Wiley Online Library
A solar thermal collector collects heat by absorbing sunlight and converting this incoming
radiation into useful thermal energy. The parabolic trough solar sollector (PTSC) is widely …

Thermal characterization of coolant Maxwell type nanofluid flowing in parabolic trough solar collector (PTSC) used inside solar powered ship application

W Jamshed, C Şirin, F Selimefendigil… - Coatings, 2021 - mdpi.com
Parabolic trough solar collectors (PTSCs) are generally utilized to reach high temperatures
in solar-thermal applications. The current work investigates entropy production analysis and …

Experimental and TDDFT materials simulation of thermal characteristics and entropy optimized of Williamson Cu-methanol and Al2O3-methanol nanofluid flowing …

W Jamshed, MR Eid, AF Al-Hossainy, Z Raizah… - Scientific Reports, 2022 - nature.com
Current investigation emphasizes the evaluation of entropy in a porous medium of
Williamson nanofluid (WNF) flow past an exponentially extending horizontal plate featuring …

Comparing various machine learning approaches in modeling the dynamic viscosity of CuO/water nanofluid

MH Ahmadi, B Mohseni-Gharyehsafa… - Journal of Thermal …, 2020 - Springer
Nanofluids are broadly employed in heat transfer mediums to enhance their efficiency and
heat transfer capacity. Thermophysical properties of nanofluids play a crucial role in their …

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 …

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

R Khosravi, S Rabiei, M Khaki, MR Safaei… - Journal of Thermal …, 2021 - Springer
Analyzing microchannel heat sinks (MCHS) in terms of the second thermodynamic law is
useful, and it is necessary to examine MCHSs in terms of irreversible factors. In this …

Different ways to improve parabolic trough solar collectors' performance over the last four decades and their applications: A comprehensive review

W Ajbar, A Parrales, A Huicochea… - … and Sustainable Energy …, 2022 - Elsevier
This paper presents an extensive review of experimental, numerical, and numerical-
experimental studies focused on compiling different aspects that lead to improved PTSC …