Considering uncertain quantities in the model of cryopreservation process of biological samples

<i>Purpose</i>: This paper presents numerical modelling of the heat and mass transfer process in a cryopreserved biological sample. The simulation of the cooling process was carried out according to the liquidus-tracking (LT) protocol developed by Pegg et al., including eight stages in which both the bath solution concentration and temperature are controlled to prevent the formation of ice crystals. <i>Methods</i>: To determine the temperature distribution during cryopreservation processes, one uses the Fourier equation, while mass transfer was taken into account using an equation based on the Fick's laws. This paper considers a model assuming fuzzy thermophysical parameters described by a triangular and a Gaussian membership function. The numerical problem was solved using the finite difference method including fuzzy set theory. <i>Results</i>: The diagrams of temperature and mass distributions as a function on time and the distribution of the fuzzy variable at a given moment in time were prepared. Moreover, the fuzzy temperatures and concentrations were compared with experimental results from the literature in table. <i>Conclusions</i>: In the conclusions, two different types of membership functions were compared with each other, with which the fuzzy variables were described. It can be said that the Gaussian membership function works well for experimental data where the mean and standard deviation are known. In addition, the obtained results were confronted with experimental data. The calculated fuzzy temperatures are consistent with the temperature values occurring in the LT protocol. Larger differences between the experimental data and the calculated values are observed for the fuzzy dimethyl sulfoxide (DMSO) concentration.

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Publication Details

Journal
Acta of Bioengineering and Biomechanics
Published
2025-01-01
DOI
https://doi.org/10.37190/abb-02520-2024-03
Citations
1
Primary Topic
Environmental and Sediment Control
Type
article
Field-Weighted Citation Impact
2.42

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article

Considering uncertain quantities in the model of cryopreservation process of biological samples

Alicja Piasecka-Belkhayat, Anna Skorupa
1 citations
Acta of Bioengineering and Biomechanics
Environmental and Sediment Control
2.42
article

Considering uncertain quantities in the model of cryopreservation process of biological samples

Alicja Piasecka-Belkhayat, Anna Skorupa
article en
1 citations

Abstract

<i>Purpose</i>: This paper presents numerical modelling of the heat and mass transfer process in a cryopreserved biological sample. The simulation of the cooling process was carried out according to the liquidus-tracking (LT) protocol developed by Pegg et al., including eight stages in which both the bath solution concentration and temperature are controlled to prevent the formation of ice crystals. <i>Methods</i>: To determine the temperature distribution during cryopreservation processes, one uses the Fourier equation, while mass transfer was taken into account using an equation based on the Fick's laws. This paper considers a model assuming fuzzy thermophysical parameters described by a triangular and a Gaussian membership function. The numerical problem was solved using the finite difference method including fuzzy set theory. <i>Results</i>: The diagrams of temperature and mass distributions as a function on time and the distribution of the fuzzy variable at a given moment in time were prepared. Moreover, the fuzzy temperatures and concentrations were compared with experimental results from the literature in table. <i>Conclusions</i>: In the conclusions, two different types of membership functions were compared with each other, with which the fuzzy variables were described. It can be said that the Gaussian membership function works well for experimental data where the mean and standard deviation are known. In addition, the obtained results were confronted with experimental data. The calculated fuzzy temperatures are consistent with the temperature values occurring in the LT protocol. Larger differences between the experimental data and the calculated values are observed for the fuzzy dimethyl sulfoxide (DMSO) concentration.

Acta of Bioengineering and BiomechanicsVol. 27(1)
Silesian University of Technology (PL)
Silesian University of Technology
Openalex Percentile: Top 13%
Environmental and Sediment Control
2.42
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Considering uncertain quantities in the model of cryopreservation process of biological samples — Alicja Piasecka-Belkhayat, Anna Skorupa · Acta of Bioengineering and Biomechanics (2025) | TGRS Research Map | TGRS