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Secondary Nucleation by Interparticle Energies. II. Kinetics

[Image: see text] This work presents a mathematical model that describes growth, homogeneous nucleation, and secondary nucleation that is caused by interparticle interactions between seed crystals and molecular clusters in suspension. The model is developed by incorporating the role of interparticle...

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Autores principales: Ahn, Byeongho, Bosetti, Luca, Mazzotti, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8739839/
https://www.ncbi.nlm.nih.gov/pubmed/35024002
http://dx.doi.org/10.1021/acs.cgd.1c00928
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author Ahn, Byeongho
Bosetti, Luca
Mazzotti, Marco
author_facet Ahn, Byeongho
Bosetti, Luca
Mazzotti, Marco
author_sort Ahn, Byeongho
collection PubMed
description [Image: see text] This work presents a mathematical model that describes growth, homogeneous nucleation, and secondary nucleation that is caused by interparticle interactions between seed crystals and molecular clusters in suspension. The model is developed by incorporating the role of interparticle energies into a kinetic rate equation model, which yields the time evolution of nucleus and seed crystal populations, as in a population balance equation model, and additionally that of subcritical molecular clusters, thus revealing an important role of each population in crystallization. Seeded batch crystallization at a constant temperature has been simulated to demonstrate that the interparticle interactions increase the concentration of the critical clusters by several orders of magnitude, thus causing secondary nucleation. This explains how secondary nucleation can occur at a low supersaturation that is insufficient to trigger primary nucleation. Moreover, a sensitivity analysis has shown that the intensity of the interparticle energies has a major effect on secondary nucleation, while its effective distance has a minor effect. Finally, the simulation results are qualitatively compared with experimental observations in the literature, thus showing that the model can identify operating conditions at which primary or secondary nucleation is more prone to occur, which can be used as a useful tool for process design.
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spelling pubmed-87398392022-01-10 Secondary Nucleation by Interparticle Energies. II. Kinetics Ahn, Byeongho Bosetti, Luca Mazzotti, Marco Cryst Growth Des [Image: see text] This work presents a mathematical model that describes growth, homogeneous nucleation, and secondary nucleation that is caused by interparticle interactions between seed crystals and molecular clusters in suspension. The model is developed by incorporating the role of interparticle energies into a kinetic rate equation model, which yields the time evolution of nucleus and seed crystal populations, as in a population balance equation model, and additionally that of subcritical molecular clusters, thus revealing an important role of each population in crystallization. Seeded batch crystallization at a constant temperature has been simulated to demonstrate that the interparticle interactions increase the concentration of the critical clusters by several orders of magnitude, thus causing secondary nucleation. This explains how secondary nucleation can occur at a low supersaturation that is insufficient to trigger primary nucleation. Moreover, a sensitivity analysis has shown that the intensity of the interparticle energies has a major effect on secondary nucleation, while its effective distance has a minor effect. Finally, the simulation results are qualitatively compared with experimental observations in the literature, thus showing that the model can identify operating conditions at which primary or secondary nucleation is more prone to occur, which can be used as a useful tool for process design. American Chemical Society 2021-11-22 2022-01-05 /pmc/articles/PMC8739839/ /pubmed/35024002 http://dx.doi.org/10.1021/acs.cgd.1c00928 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Ahn, Byeongho
Bosetti, Luca
Mazzotti, Marco
Secondary Nucleation by Interparticle Energies. II. Kinetics
title Secondary Nucleation by Interparticle Energies. II. Kinetics
title_full Secondary Nucleation by Interparticle Energies. II. Kinetics
title_fullStr Secondary Nucleation by Interparticle Energies. II. Kinetics
title_full_unstemmed Secondary Nucleation by Interparticle Energies. II. Kinetics
title_short Secondary Nucleation by Interparticle Energies. II. Kinetics
title_sort secondary nucleation by interparticle energies. ii. kinetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8739839/
https://www.ncbi.nlm.nih.gov/pubmed/35024002
http://dx.doi.org/10.1021/acs.cgd.1c00928
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