Improving engine oil lubrication in light-duty vehicles by using of dispersing MWCNT and ZnO nanoparticles in 5W50 as viscosity index improvers (VII)

•Adding nanoparticles to oil as viscosity index improver.•Viscosity reduction of nano-engine oil in solid volume fractions lower than 0.25%.•Using RSM and ANN methods in order to viscosity prediction.•Using nanoparticles in engine oils to reduce cold start damages. The objective of this study is to...

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Veröffentlicht in:	Applied thermal engineering 2018-10, Vol.143, p.493-506
Hauptverfasser:	Hemmat Esfe, Mohammad, Abbasian Arani, Ali Akbar, Esfandeh, Saeed
Format:	Artikel
Sprache:	eng
Schlagworte:	ANN Artificial neural networks Automobile industry Automobiles Automotive engineering Automotive engines Cold starts Computing time Damage Feasibility studies Lubricants Lubricants & lubrication Lubrication Multi wall carbon nanotubes MWCNT (30%)-ZnO(70%)/5W50 Nano-engine oil Nanoparticles Response surface methodology Viscosity Viscosity index improver (VII) Zinc oxide
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