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Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures

[Image: see text] Synthetic esters are used as lubricants for applications at high temperatures, but their development can be a trial and error process. In this context, molecular dynamics simulations could be used as a tool to investigate the properties of new lubricants, in particular viscosity. W...

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Autores principales: Sarpa, Davide, Mathas, Dimitrios, Bakolas, Vasilios, Procelewska, Joanna, Franke, Joerg, Busch, Martin, Roedel, Philipp, Bohnert, Christof, Wolf, Marcus, Skylaris, Chris-Kriton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10041636/
https://www.ncbi.nlm.nih.gov/pubmed/36890108
http://dx.doi.org/10.1021/acs.jpcb.2c08553
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author Sarpa, Davide
Mathas, Dimitrios
Bakolas, Vasilios
Procelewska, Joanna
Franke, Joerg
Busch, Martin
Roedel, Philipp
Bohnert, Christof
Wolf, Marcus
Skylaris, Chris-Kriton
author_facet Sarpa, Davide
Mathas, Dimitrios
Bakolas, Vasilios
Procelewska, Joanna
Franke, Joerg
Busch, Martin
Roedel, Philipp
Bohnert, Christof
Wolf, Marcus
Skylaris, Chris-Kriton
author_sort Sarpa, Davide
collection PubMed
description [Image: see text] Synthetic esters are used as lubricants for applications at high temperatures, but their development can be a trial and error process. In this context, molecular dynamics simulations could be used as a tool to investigate the properties of new lubricants, in particular viscosity. We employ nonequilibrium molecular dynamics (NEMD) simulations to predict bulk Newtonian viscosities of a set of mixtures of two esters, di(2-ethylhexyl) sebacate (DEHS) and di(2-ethylhexyl) adipate (DEHA) at 293 and 343 K as well as equilibrium molecular dynamics (EMD) and NEMD at 393 K and compare these to experimental measurements. The simulations predict mixture densities within 5% of the experimental values, and we are able to retrieve between 99% and 75% of the experimental viscosities for all ranges of temperature. Experimental viscosities show a linear trend which we are able to capture using NEMD at low temperature and EMD at high temperature. Our work shows that, using EMD and NEMD simulations, and the workflows we developed, we can obtain reliable estimates of the viscosities of mixtures of industrially relevant ester-based lubricants at different temperatures.
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spelling pubmed-100416362023-03-28 Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures Sarpa, Davide Mathas, Dimitrios Bakolas, Vasilios Procelewska, Joanna Franke, Joerg Busch, Martin Roedel, Philipp Bohnert, Christof Wolf, Marcus Skylaris, Chris-Kriton J Phys Chem B [Image: see text] Synthetic esters are used as lubricants for applications at high temperatures, but their development can be a trial and error process. In this context, molecular dynamics simulations could be used as a tool to investigate the properties of new lubricants, in particular viscosity. We employ nonequilibrium molecular dynamics (NEMD) simulations to predict bulk Newtonian viscosities of a set of mixtures of two esters, di(2-ethylhexyl) sebacate (DEHS) and di(2-ethylhexyl) adipate (DEHA) at 293 and 343 K as well as equilibrium molecular dynamics (EMD) and NEMD at 393 K and compare these to experimental measurements. The simulations predict mixture densities within 5% of the experimental values, and we are able to retrieve between 99% and 75% of the experimental viscosities for all ranges of temperature. Experimental viscosities show a linear trend which we are able to capture using NEMD at low temperature and EMD at high temperature. Our work shows that, using EMD and NEMD simulations, and the workflows we developed, we can obtain reliable estimates of the viscosities of mixtures of industrially relevant ester-based lubricants at different temperatures. American Chemical Society 2023-03-08 /pmc/articles/PMC10041636/ /pubmed/36890108 http://dx.doi.org/10.1021/acs.jpcb.2c08553 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Sarpa, Davide
Mathas, Dimitrios
Bakolas, Vasilios
Procelewska, Joanna
Franke, Joerg
Busch, Martin
Roedel, Philipp
Bohnert, Christof
Wolf, Marcus
Skylaris, Chris-Kriton
Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title_full Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title_fullStr Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title_full_unstemmed Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title_short Computing Viscosities of Mixtures of Ester-Based Lubricants at Different Temperatures
title_sort computing viscosities of mixtures of ester-based lubricants at different temperatures
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10041636/
https://www.ncbi.nlm.nih.gov/pubmed/36890108
http://dx.doi.org/10.1021/acs.jpcb.2c08553
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