Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams

Phase diagrams are powerful tools to understand the multi-scale behaviour of complex systems. Yet, their determination requires in practice both experiments and computations, which quickly becomes a daunting task. Here, we propose a geometrical approach to simplify the numerical computation of liqui...

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Main Authors: Nataliya Shcherbakova, Vincent Gerbaud, Kevin Roger
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/9/1329
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author Nataliya Shcherbakova
Vincent Gerbaud
Kevin Roger
author_facet Nataliya Shcherbakova
Vincent Gerbaud
Kevin Roger
author_sort Nataliya Shcherbakova
collection DOAJ
description Phase diagrams are powerful tools to understand the multi-scale behaviour of complex systems. Yet, their determination requires in practice both experiments and computations, which quickly becomes a daunting task. Here, we propose a geometrical approach to simplify the numerical computation of liquid–liquid ternary phase diagrams. We show that using the intrinsic geometry of the binodal curve, it is possible to formulate the problem as a simple set of ordinary differential equations in an extended 4D space. Consequently, if the thermodynamic potential, such as Gibbs free energy, is known from an experimental data set, the whole phase diagram, including the spinodal curve, can be easily computed. We showcase this approach on four ternary liquid–liquid diagrams, with different topological properties, using a modified Flory–Huggins model. We demonstrate that our method leads to similar or better results comparing those obtained with other methods, but with a much simpler procedure. Acknowledging and using the intrinsic geometry of phase diagrams thus appears as a promising way to further develop the computation of multiphase diagrams.
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spelling doaj.art-6e497fe13fb0408991b7f7c3b8b2073c2023-11-19T10:36:05ZengMDPI AGEntropy1099-43002023-09-01259132910.3390/e25091329Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase DiagramsNataliya Shcherbakova0Vincent Gerbaud1Kevin Roger2Laboratoire de Génie Chimique, Université de Toulouse, CNRS, INP, UPS, 31432 Toulouse, FranceLaboratoire de Génie Chimique, Université de Toulouse, CNRS, INP, UPS, 31432 Toulouse, FranceLaboratoire de Génie Chimique, Université de Toulouse, CNRS, INP, UPS, 31432 Toulouse, FrancePhase diagrams are powerful tools to understand the multi-scale behaviour of complex systems. Yet, their determination requires in practice both experiments and computations, which quickly becomes a daunting task. Here, we propose a geometrical approach to simplify the numerical computation of liquid–liquid ternary phase diagrams. We show that using the intrinsic geometry of the binodal curve, it is possible to formulate the problem as a simple set of ordinary differential equations in an extended 4D space. Consequently, if the thermodynamic potential, such as Gibbs free energy, is known from an experimental data set, the whole phase diagram, including the spinodal curve, can be easily computed. We showcase this approach on four ternary liquid–liquid diagrams, with different topological properties, using a modified Flory–Huggins model. We demonstrate that our method leads to similar or better results comparing those obtained with other methods, but with a much simpler procedure. Acknowledging and using the intrinsic geometry of phase diagrams thus appears as a promising way to further develop the computation of multiphase diagrams.https://www.mdpi.com/1099-4300/25/9/1329LLE ternary diagramsbinodal curvesspinodal curvesdifferential path-following methodordinary differential equations
spellingShingle Nataliya Shcherbakova
Vincent Gerbaud
Kevin Roger
Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
Entropy
LLE ternary diagrams
binodal curves
spinodal curves
differential path-following method
ordinary differential equations
title Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
title_full Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
title_fullStr Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
title_full_unstemmed Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
title_short Using the Intrinsic Geometry of Binodal Curves to Simplify the Computation of Ternary Liquid–Liquid Phase Diagrams
title_sort using the intrinsic geometry of binodal curves to simplify the computation of ternary liquid liquid phase diagrams
topic LLE ternary diagrams
binodal curves
spinodal curves
differential path-following method
ordinary differential equations
url https://www.mdpi.com/1099-4300/25/9/1329
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