Predictive modelling of thermal conductivity in single-material nanofluids: a novel approach

E Onyiriuka - Bulletin of the National Research Centre, 2023 - Springer
Background This research introduces a novel approach for modelling single-material
nanofluids, considering the constituents and characteristics of the fluids under investigation …

Single phase nanofluid thermal conductivity and viscosity prediction using neural networks and its application in a heated pipe of a circular cross section

EJ Onyiriuka - Heat Transfer, 2023 - Wiley Online Library
This study investigates the single‐phase simulation of nanofluid with a neural network
incorporated into the thermophysical properties in governing equations for the single‐phase …

Operation optimization of cold‐end system of direct air‐cooled units considering the effect of environmental wind

X Zhu, J Zhan - Heat Transfer, 2023 - Wiley Online Library
An air‐cooled island can significantly alter the heat transfer performance of an air‐cooled
condenser due to the reflow of hot air caused by environmental wind. This can result in a …

Machine learning prediction of nanofluid thermal and flow characteristics

EJ Onyiriuka - 2024 - etheses.whiterose.ac.uk
This research presents a study on the prediction of nanofluid thermal and flow
characteristics using machine learning. The modelling and simulation of nanofluid is a …

Recent advances in solar thermal system involving nanofluid utilization: A mini review

E Taşkesen, R Uren - International Journal of Energy Studies, 2023 - dergipark.org.tr
Nanofluids are fluids that contain nanoparticles that improve thermal characteristics. The
thermal efficiency of systems that use nanofluids is higher than that of systems that use water …