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Examining rheological behavior of MWCNT-TiO2/5W40 hybrid nanofluid based on experiments and RSM/ANN modeling

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Industry: Physical chemistry
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Instrument: Vasco

Industry: Physical chemistry

DOI: https://doi.org/10.1016/j.molliq.2021.115969

Keywords: Hybrid nanofluid Engine oil Viscosity ANN

In this study, the rheological behavior of MWCNT-TiO2/5W40 hybrid nanofluid was examined experimentally and then the results were compared with regression-based methodologies. Performing FESEM and DLS, the molecular structure, nanoparticle size distribution of the samples were inspected. (252 characters)
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With a single and continuous measurement, VASCO KIN™ gives you access to all characterization data of your reaction (size distribution evolution over time).