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Molecular dynamics simulations of the rheological properties of graphene–PAO nanofluids
Graphene is a promising additive for lubricants. The rheological properties of graphene nanofluids have a significant impact on the tribological performance of base oil. In this case, rheological properties including viscosity, density, mean square displacement and diffusion coefficient of graphene–...
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Published in: | Journal of materials science 2018-12, Vol.53 (23), p.15969-15976 |
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creator | Wu, Lupeng Keer, Leon M. Lu, Jie Song, Baoyu Gu, Le |
description | Graphene is a promising additive for lubricants. The rheological properties of graphene nanofluids have a significant impact on the tribological performance of base oil. In this case, rheological properties including viscosity, density, mean square displacement and diffusion coefficient of graphene–PAO nanofluids were investigated by using the nonequilibrium molecular dynamics simulations in order to understand the effects of graphene on the rheological properties of base oil under extreme conditions. The molecular dynamics model was validated according to the experimental and numerical statistics reported by other researchers. The simulation results reflected that the viscosity of base oil was effectively improved by adding graphene nanoparticles. As the concentration of graphene increased, the viscosity of nanofluids becomes higher. However, the diffusion coefficient reached its highest value (3.73 × 10
−9
m
2
/s) with nanofluids containing two pieces of graphene in the system. Furthermore, we found that the graphene played a more significant role in enhancing the viscosity of base oil at high temperature and pressure. The viscosity was especially improved by 290.2% at 0.1 MPa, 500 K. The boiling point of the base oil became higher than 800 K after adding graphene. To our best knowledge, this work is the first study of the rheological properties of graphene–PAO nanofluids using molecular dynamic simulations. |
doi_str_mv | 10.1007/s10853-018-2756-8 |
format | article |
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−9
m
2
/s) with nanofluids containing two pieces of graphene in the system. Furthermore, we found that the graphene played a more significant role in enhancing the viscosity of base oil at high temperature and pressure. The viscosity was especially improved by 290.2% at 0.1 MPa, 500 K. The boiling point of the base oil became higher than 800 K after adding graphene. To our best knowledge, this work is the first study of the rheological properties of graphene–PAO nanofluids using molecular dynamic simulations.</description><identifier>ISSN: 0022-2461</identifier><identifier>EISSN: 1573-4803</identifier><identifier>DOI: 10.1007/s10853-018-2756-8</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Analysis ; Boiling points ; Characterization and Evaluation of Materials ; Chemistry and Materials Science ; Classical Mechanics ; Computation ; Computer simulation ; Crystallography and Scattering Methods ; Diffusion coefficient ; Graphene ; Graphite ; High temperature ; Lubricants ; Lubricants industry ; Materials Science ; Molecular dynamics ; Nanofluids ; Nanoparticles ; Polymer Sciences ; Properties (attributes) ; Rheological properties ; Rheology ; Simulation ; Solid Mechanics ; Tribology ; Viscosity</subject><ispartof>Journal of materials science, 2018-12, Vol.53 (23), p.15969-15976</ispartof><rights>Springer Science+Business Media, LLC, part of Springer Nature 2018</rights><rights>COPYRIGHT 2018 Springer</rights><rights>Journal of Materials Science is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-b5b78ea28225b42e5baacd162de62a466b2a19143b12aca4170cc179da1f09603</citedby><cites>FETCH-LOGICAL-c389t-b5b78ea28225b42e5baacd162de62a466b2a19143b12aca4170cc179da1f09603</cites><orcidid>0000-0003-0062-5046</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27898,27899</link.rule.ids></links><search><creatorcontrib>Wu, Lupeng</creatorcontrib><creatorcontrib>Keer, Leon M.</creatorcontrib><creatorcontrib>Lu, Jie</creatorcontrib><creatorcontrib>Song, Baoyu</creatorcontrib><creatorcontrib>Gu, Le</creatorcontrib><title>Molecular dynamics simulations of the rheological properties of graphene–PAO nanofluids</title><title>Journal of materials science</title><addtitle>J Mater Sci</addtitle><description>Graphene is a promising additive for lubricants. The rheological properties of graphene nanofluids have a significant impact on the tribological performance of base oil. In this case, rheological properties including viscosity, density, mean square displacement and diffusion coefficient of graphene–PAO nanofluids were investigated by using the nonequilibrium molecular dynamics simulations in order to understand the effects of graphene on the rheological properties of base oil under extreme conditions. The molecular dynamics model was validated according to the experimental and numerical statistics reported by other researchers. The simulation results reflected that the viscosity of base oil was effectively improved by adding graphene nanoparticles. As the concentration of graphene increased, the viscosity of nanofluids becomes higher. However, the diffusion coefficient reached its highest value (3.73 × 10
−9
m
2
/s) with nanofluids containing two pieces of graphene in the system. Furthermore, we found that the graphene played a more significant role in enhancing the viscosity of base oil at high temperature and pressure. The viscosity was especially improved by 290.2% at 0.1 MPa, 500 K. The boiling point of the base oil became higher than 800 K after adding graphene. To our best knowledge, this work is the first study of the rheological properties of graphene–PAO nanofluids using molecular dynamic simulations.</description><subject>Analysis</subject><subject>Boiling points</subject><subject>Characterization and Evaluation of Materials</subject><subject>Chemistry and Materials Science</subject><subject>Classical Mechanics</subject><subject>Computation</subject><subject>Computer simulation</subject><subject>Crystallography and Scattering Methods</subject><subject>Diffusion coefficient</subject><subject>Graphene</subject><subject>Graphite</subject><subject>High temperature</subject><subject>Lubricants</subject><subject>Lubricants industry</subject><subject>Materials Science</subject><subject>Molecular dynamics</subject><subject>Nanofluids</subject><subject>Nanoparticles</subject><subject>Polymer Sciences</subject><subject>Properties (attributes)</subject><subject>Rheological properties</subject><subject>Rheology</subject><subject>Simulation</subject><subject>Solid Mechanics</subject><subject>Tribology</subject><subject>Viscosity</subject><issn>0022-2461</issn><issn>1573-4803</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kctq3DAUhkVpoNMkD5CdoasuPNWRLV-WQ2ibQEpCLousxLF87NHgkaaSDZ1d3iFv2CepJg6ULLISHH3_fy4_Y2fAl8B5-S0Ar2SWcqhSUcoirT6wBcgyS_OKZx_ZgnMhUpEX8Il9DmHDOZelgAV7_OUG0tOAPmn3FrdGhySYbSyMxtmQuC4Z15T4NbnB9UbjkOy825EfDb389h53a7L09-n5ZnWdWLSuGybThhN21OEQ6PT1PWYPP77fn1-kV9c_L89XV6nOqnpMG9mUFaGohJBNLkg2iLqFQrRUCMyLohEINeRZAwI15lByraGsW4SO1wXPjtmX2TfO9XuiMKqNm7yNLVW0jERdZxCp5Uz1OJAytnOjj3YaW4o7O0udifWVlHlRiniyKPj6RhCZkf6MPU4hqMu727cszKz2LgRPndp5s0W_V8DVIR41x6NiPOoQj6qiRsyaEFnbk_8_9vuif33-ku4</recordid><startdate>201812</startdate><enddate>201812</enddate><creator>Wu, Lupeng</creator><creator>Keer, Leon M.</creator><creator>Lu, Jie</creator><creator>Song, Baoyu</creator><creator>Gu, Le</creator><general>Springer US</general><general>Springer</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>KB.</scope><scope>L6V</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PKEHL</scope><scope>PQEST</scope><scope>PQGLB</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><orcidid>https://orcid.org/0000-0003-0062-5046</orcidid></search><sort><creationdate>201812</creationdate><title>Molecular dynamics simulations of the rheological properties of graphene–PAO nanofluids</title><author>Wu, Lupeng ; Keer, Leon M. ; Lu, Jie ; Song, Baoyu ; Gu, Le</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c389t-b5b78ea28225b42e5baacd162de62a466b2a19143b12aca4170cc179da1f09603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Analysis</topic><topic>Boiling points</topic><topic>Characterization and Evaluation of Materials</topic><topic>Chemistry and Materials Science</topic><topic>Classical Mechanics</topic><topic>Computation</topic><topic>Computer simulation</topic><topic>Crystallography and Scattering Methods</topic><topic>Diffusion coefficient</topic><topic>Graphene</topic><topic>Graphite</topic><topic>High temperature</topic><topic>Lubricants</topic><topic>Lubricants industry</topic><topic>Materials Science</topic><topic>Molecular dynamics</topic><topic>Nanofluids</topic><topic>Nanoparticles</topic><topic>Polymer Sciences</topic><topic>Properties (attributes)</topic><topic>Rheological properties</topic><topic>Rheology</topic><topic>Simulation</topic><topic>Solid Mechanics</topic><topic>Tribology</topic><topic>Viscosity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Lupeng</creatorcontrib><creatorcontrib>Keer, Leon M.</creatorcontrib><creatorcontrib>Lu, Jie</creatorcontrib><creatorcontrib>Song, Baoyu</creatorcontrib><creatorcontrib>Gu, Le</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>Technology Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>SciTech Premium Collection</collection><collection>Materials Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Engineering Database</collection><collection>Materials Science Collection</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Applied & Life Sciences</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><jtitle>Journal of materials science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wu, Lupeng</au><au>Keer, Leon M.</au><au>Lu, Jie</au><au>Song, Baoyu</au><au>Gu, Le</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Molecular dynamics simulations of the rheological properties of graphene–PAO nanofluids</atitle><jtitle>Journal of materials science</jtitle><stitle>J Mater Sci</stitle><date>2018-12</date><risdate>2018</risdate><volume>53</volume><issue>23</issue><spage>15969</spage><epage>15976</epage><pages>15969-15976</pages><issn>0022-2461</issn><eissn>1573-4803</eissn><abstract>Graphene is a promising additive for lubricants. The rheological properties of graphene nanofluids have a significant impact on the tribological performance of base oil. In this case, rheological properties including viscosity, density, mean square displacement and diffusion coefficient of graphene–PAO nanofluids were investigated by using the nonequilibrium molecular dynamics simulations in order to understand the effects of graphene on the rheological properties of base oil under extreme conditions. The molecular dynamics model was validated according to the experimental and numerical statistics reported by other researchers. The simulation results reflected that the viscosity of base oil was effectively improved by adding graphene nanoparticles. As the concentration of graphene increased, the viscosity of nanofluids becomes higher. However, the diffusion coefficient reached its highest value (3.73 × 10
−9
m
2
/s) with nanofluids containing two pieces of graphene in the system. Furthermore, we found that the graphene played a more significant role in enhancing the viscosity of base oil at high temperature and pressure. The viscosity was especially improved by 290.2% at 0.1 MPa, 500 K. The boiling point of the base oil became higher than 800 K after adding graphene. To our best knowledge, this work is the first study of the rheological properties of graphene–PAO nanofluids using molecular dynamic simulations.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10853-018-2756-8</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0003-0062-5046</orcidid></addata></record> |
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subjects | Analysis Boiling points Characterization and Evaluation of Materials Chemistry and Materials Science Classical Mechanics Computation Computer simulation Crystallography and Scattering Methods Diffusion coefficient Graphene Graphite High temperature Lubricants Lubricants industry Materials Science Molecular dynamics Nanofluids Nanoparticles Polymer Sciences Properties (attributes) Rheological properties Rheology Simulation Solid Mechanics Tribology Viscosity |
title | Molecular dynamics simulations of the rheological properties of graphene–PAO nanofluids |
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