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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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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. |
format | Online Article Text |
id | pubmed-10041636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
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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