Rheological Behavior of SAE50 Oil–SnO2–CeO2 Hybrid Nanofluid: Experimental Investigation and Modeling Utilizing Response Surface Method and Machine Learning Techniques

Rheological Behavior of SAE50 Oil–SnO2–CeO2 Hybrid Nanofluid: Experimental Investigation and Modeling Utilizing Response Surface Method and Machine Learning Techniques

Abstract In this study, for the first time, the effects of temperature and nanopowder volume fraction (NPSVF) on the viscosity and the rheological behavior of SAE50–SnO2–CeO2 hybrid nanofluid have been studied experimentally. Nanofluids in NPSVFs of 0.25% to 1.5% have been made by a two-step method....

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Bibliographic Details
Main Authors: Mojtaba Sepehrnia, Mohammad Lotfalipour, Mahdi Malekiyan, Mahsa Karimi, Somayeh Davoodabadi Farahani
Format: Article
Language:English
Published: SpringerOpen 2022-12-01
Series:Nanoscale Research Letters
Subjects:
Experimental study
Hybrid nanofluid
Cerium oxide–tin oxide
RSM
ANFIS
Machine learning
Online Access:https://doi.org/10.1186/s11671-022-03756-7

Internet

https://doi.org/10.1186/s11671-022-03756-7

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