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A mathematical model for supercooling process and its application to frazil ice evolution

The calculation of the number of ice crystals for the model of frazil ice evolution is very important and affects the whole frazil events. In this paper, the general formula for the number of frazil ice crystals was established considering secondary nucleation, flocculation, gravity and turbulent en...

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Autores principales: Yang, Deming, Lian, Jijian, Zhao, Xin, Hou, Qingzhi, Chen, Yunfei, Zhang, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086004/
https://www.ncbi.nlm.nih.gov/pubmed/37037896
http://dx.doi.org/10.1038/s41598-023-33097-z
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author Yang, Deming
Lian, Jijian
Zhao, Xin
Hou, Qingzhi
Chen, Yunfei
Zhang, Yue
author_facet Yang, Deming
Lian, Jijian
Zhao, Xin
Hou, Qingzhi
Chen, Yunfei
Zhang, Yue
author_sort Yang, Deming
collection PubMed
description The calculation of the number of ice crystals for the model of frazil ice evolution is very important and affects the whole frazil events. In this paper, the general formula for the number of frazil ice crystals was established considering secondary nucleation, flocculation, gravity and turbulent entrainment, and ice crystals by melting. Meanwhile, two physical processes of secondary nucleation and flocculation were expressed by introducing critical impact velocity and the probability of flocculation from previous models. It has been found that the simulation results of frazil ice evolution are in good agreement with the experimental data and actual project. Then, Sobol method is carried out to judge parameters’ influence degree, which found the number of nuclei produced [Formula: see text] is the most sensitive and has the greatest influence on the model results. In addition, sensitivity analysis of these parameters shows that they can affect the maximum supercooling and the period of supercooling. Therefore, the calculation method of the number of ice crystals is applied, which provides technical support for exploring the water temperature and internal relationship of frazil ice evolution.
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spelling pubmed-100860042023-04-12 A mathematical model for supercooling process and its application to frazil ice evolution Yang, Deming Lian, Jijian Zhao, Xin Hou, Qingzhi Chen, Yunfei Zhang, Yue Sci Rep Article The calculation of the number of ice crystals for the model of frazil ice evolution is very important and affects the whole frazil events. In this paper, the general formula for the number of frazil ice crystals was established considering secondary nucleation, flocculation, gravity and turbulent entrainment, and ice crystals by melting. Meanwhile, two physical processes of secondary nucleation and flocculation were expressed by introducing critical impact velocity and the probability of flocculation from previous models. It has been found that the simulation results of frazil ice evolution are in good agreement with the experimental data and actual project. Then, Sobol method is carried out to judge parameters’ influence degree, which found the number of nuclei produced [Formula: see text] is the most sensitive and has the greatest influence on the model results. In addition, sensitivity analysis of these parameters shows that they can affect the maximum supercooling and the period of supercooling. Therefore, the calculation method of the number of ice crystals is applied, which provides technical support for exploring the water temperature and internal relationship of frazil ice evolution. Nature Publishing Group UK 2023-04-10 /pmc/articles/PMC10086004/ /pubmed/37037896 http://dx.doi.org/10.1038/s41598-023-33097-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yang, Deming
Lian, Jijian
Zhao, Xin
Hou, Qingzhi
Chen, Yunfei
Zhang, Yue
A mathematical model for supercooling process and its application to frazil ice evolution
title A mathematical model for supercooling process and its application to frazil ice evolution
title_full A mathematical model for supercooling process and its application to frazil ice evolution
title_fullStr A mathematical model for supercooling process and its application to frazil ice evolution
title_full_unstemmed A mathematical model for supercooling process and its application to frazil ice evolution
title_short A mathematical model for supercooling process and its application to frazil ice evolution
title_sort mathematical model for supercooling process and its application to frazil ice evolution
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086004/
https://www.ncbi.nlm.nih.gov/pubmed/37037896
http://dx.doi.org/10.1038/s41598-023-33097-z
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