Evidence map›Paper›PMID 41752382›Full record

ArticleMolecules (Basel, Switzerland)2026

Liquid-Liquid and Vapor-Liquid-Liquid Equilibria of the Alkyl Palmitate + Alkyl-OH + Glycerol Systems at 101.3 kPa-Measurements, Quality Test/Consistency, Thermodynamic Modeling and Molecular Dynamics Simulations.

Franklin Carvalho, Matheus Pena, Maria Silveira, Nian Freire, Daniela Guimarães, Rima Biswas, Pedro Arce

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Franklin CarvalhoChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0000-0002-0119-552X
Matheus PenaChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0009-0006-8764-5443
Maria SilveiraChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0000-0001-6893-9151
Nian FreireChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0000-0003-1257-4928
Daniela GuimarãesChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0000-0002-4797-1168
Rima BiswasSchool of Chemical Engineering, Vellore Institute of Technology, Vellore 632014, Tamil Nadu, India.ORCID 0000-0003-4460-3615
Pedro ArceChemical Engineering Department, Engineering School of Lorena (EEL/USP), University of Sao Paulo, Lorena 12602-810, SP, Brazil.ORCID 0000-0002-4687-5297

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Biodiesel is a biofuel commonly produced through transesterification, also known as alcoholysis. In this process, triglycerides react with short-chain alcohols (alkyl-OH), producing a mixture of fatty acid esters and glycerol. These esters and glycerol are only partially miscible, leading to the formation of two liquid phases during product separation. Therefore, it is important to experimentally determine liquid-liquid (LLE) and/or vapor-liquid-liquid equilibrium (VLLE) data to better understand the transesterification process and to support improvements in reaction rate, selectivity, reactor and mixture simulation, optimization, and separation processes. This work aimed to experimentally measure and thermodynamically model the LLE and VLLE of alkyl palmitate + alkyl-OH + glycerol systems at 101.3 kPa. For the LLE at 318.15 K, the binodal curve was determined, and tie-line compositions were measured in a jacketed equilibrium cell. These data were subjected to quality tests and used to calculate separation factors. For the VLLE, calibration curves were constructed, and experimental data were obtained in a modified Othmer ebulliometer and subsequently tested for consistency. Thermodynamic modeling was performed using γ-γ (LLE) and γ-γ-φ (VLLE) approaches with the Non-Random Two-Liquid (NRTL) activity coefficient model. The experimental and modeling results were analyzed using phase diagrams (triangular and 3D prism representations) and showed that it is possible to clearly separate the palmitate-rich and glycerol-rich liquid phases. In the VLLE, it was observed that the alkyl-OH is essentially pure in the vapor phase. For both types of equilibria, deviations in liquid-phase compositions (LLE), bubble temperatures, and vapor-phase compositions were below 2.0%, indicating that the NRTL model is capable of accurately describing the phase behavior of these systems. The phase equilibria of the methyl/ethyl palmitate-methanol/ethanol-glycerol system were studied using molecular dynamics (MD). The analyses based on the radial distribution function (RDF), spatial distribution function (SDF) and interaction energies showed that methanol and ethanol interact more strongly with glycerol than with palmitates. As a result, the glycerol-rich phase contains more methanol or ethanol, which can significantly reduce costs in the biodiesel purification step.

Indexed as

biodieselglycerolmolecular dynamics simulationmultiphase equilibriaNRTL

Identifiers

PMID41752382
PMCPMC12943323

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.