Cargando…
Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions
In this study, MWCNT-Al(2)O(3) hybrid nanoparticles with a composition ratio of 50:50 in SAE50 base oil are used. This paper aims to describe the rheological behavior of hybrid nanofluid based on temperature, shear rate ([Formula: see text] and volume fraction of nanoparticles ([Formula: see text] )...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727665/ https://www.ncbi.nlm.nih.gov/pubmed/34982286 http://dx.doi.org/10.1186/s11671-021-03639-3 |
_version_ | 1784626567882735616 |
---|---|
author | Hemmat Esfe, Mohammad Alidoust, Soheyl Mohammadnejad Ardeshiri, Erfan Kamyab, Mohammad Hasan Toghraie, Davood |
author_facet | Hemmat Esfe, Mohammad Alidoust, Soheyl Mohammadnejad Ardeshiri, Erfan Kamyab, Mohammad Hasan Toghraie, Davood |
author_sort | Hemmat Esfe, Mohammad |
collection | PubMed |
description | In this study, MWCNT-Al(2)O(3) hybrid nanoparticles with a composition ratio of 50:50 in SAE50 base oil are used. This paper aims to describe the rheological behavior of hybrid nanofluid based on temperature, shear rate ([Formula: see text] and volume fraction of nanoparticles ([Formula: see text] ) to present an experimental correlation model. Flowmetric methods confirm the non-Newtonian behavior of the hybrid nanofluid. The highest increase and decrease in viscosity ([Formula: see text] ) in the studied conditions are measured as 24% and − 17%, respectively. To predict the experimental data, the five-point-three-variable model is used in the response surface methodology with a coefficient of determination of 0.9979. Margin deviation (MOD) of the data is determined to be within the permissible limit of − 4.66% < MOD < 5.25%. Sensitivity analysis shows that with a 10% increase in [Formula: see text] at [Formula: see text] 1%, the highest increase in [Formula: see text] of 34.92% is obtained. |
format | Online Article Text |
id | pubmed-8727665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-87276652022-01-18 Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions Hemmat Esfe, Mohammad Alidoust, Soheyl Mohammadnejad Ardeshiri, Erfan Kamyab, Mohammad Hasan Toghraie, Davood Nanoscale Res Lett Nano Express In this study, MWCNT-Al(2)O(3) hybrid nanoparticles with a composition ratio of 50:50 in SAE50 base oil are used. This paper aims to describe the rheological behavior of hybrid nanofluid based on temperature, shear rate ([Formula: see text] and volume fraction of nanoparticles ([Formula: see text] ) to present an experimental correlation model. Flowmetric methods confirm the non-Newtonian behavior of the hybrid nanofluid. The highest increase and decrease in viscosity ([Formula: see text] ) in the studied conditions are measured as 24% and − 17%, respectively. To predict the experimental data, the five-point-three-variable model is used in the response surface methodology with a coefficient of determination of 0.9979. Margin deviation (MOD) of the data is determined to be within the permissible limit of − 4.66% < MOD < 5.25%. Sensitivity analysis shows that with a 10% increase in [Formula: see text] at [Formula: see text] 1%, the highest increase in [Formula: see text] of 34.92% is obtained. Springer US 2022-01-04 /pmc/articles/PMC8727665/ /pubmed/34982286 http://dx.doi.org/10.1186/s11671-021-03639-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Nano Express Hemmat Esfe, Mohammad Alidoust, Soheyl Mohammadnejad Ardeshiri, Erfan Kamyab, Mohammad Hasan Toghraie, Davood Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title | Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title_full | Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title_fullStr | Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title_full_unstemmed | Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title_short | Experimental Study of Rheological Behavior of MWCNT-Al(2)O(3)/SAE50 Hybrid Nanofluid to Provide the Best Nano-lubrication Conditions |
title_sort | experimental study of rheological behavior of mwcnt-al(2)o(3)/sae50 hybrid nanofluid to provide the best nano-lubrication conditions |
topic | Nano Express |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727665/ https://www.ncbi.nlm.nih.gov/pubmed/34982286 http://dx.doi.org/10.1186/s11671-021-03639-3 |
work_keys_str_mv | AT hemmatesfemohammad experimentalstudyofrheologicalbehaviorofmwcntal2o3sae50hybridnanofluidtoprovidethebestnanolubricationconditions AT alidoustsoheyl experimentalstudyofrheologicalbehaviorofmwcntal2o3sae50hybridnanofluidtoprovidethebestnanolubricationconditions AT mohammadnejadardeshirierfan experimentalstudyofrheologicalbehaviorofmwcntal2o3sae50hybridnanofluidtoprovidethebestnanolubricationconditions AT kamyabmohammadhasan experimentalstudyofrheologicalbehaviorofmwcntal2o3sae50hybridnanofluidtoprovidethebestnanolubricationconditions AT toghraiedavood experimentalstudyofrheologicalbehaviorofmwcntal2o3sae50hybridnanofluidtoprovidethebestnanolubricationconditions |