一种预测细胞固定系统有效质量传递系数的新方法

IF 2.8 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Rolando Zenteno-Catemaxca, Roel Hernandez-Rodriguez, Epifanio Morales-Zarate, Eliseo Hernandez-Martinez
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引用次数: 0

摘要

发酵过程中的细胞固定化提供了操作优势,并有可能提高其整体性能。然而,固定系统是多孔介质,细胞可以在其中形成生物膜,并在不同的尺度水平上限制物种的质量运输。它们的正确应用需要对输运-反应相互作用的准确理解和描述,而宏观模型可以做到这一点。然而,它们的主要不确定性之一是质量输运系数(例如,有效扩散系数)的确定,这通常是通过经验相关或参数估计技术确定的。为了减少这些不确定性,基于体积平均方法的宏观模型有助于预测固定粒子的有效质量传递系数。结果采用体积平均法建立了有效介质系数良好的宏观模型。这些系数是通过求解多孔颗粒上不同生物膜构型的二维单元胞的辅助边值问题来预测的。结果表明,有效扩散系数取决于生物膜分数、流体分数、分子扩散比和固定化介质的几何形状。为了验证这一提议的潜力,我们预测了固定化生物量海藻酸钙珠中木糖、葡萄糖、氧气、木糖醇和乙醇等物种的有效扩散系数,并与文献进行了比较。总体而言,该方法提供了一种系统且可重复的方法,可以在考虑简单微观结构的情况下预测细胞固定体系的有效介质系数,而无需使用经验相关性或实验测定,结果一致。©2025化学工业学会(SCI)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel approach to predict effective mass transport coefficients in cell immobilization systems

Background

Cell immobilization in fermentation processes offers operational advantages and has the potential to enhance their overall performance. However, immobilization systems are porous media where cells can form biofilms and limit the mass transport of species at different scale levels. Their correct application requires an accurate understanding and description of transport-reaction interactions, which macroscopic models can achieve. Nevertheless, one of their main uncertainties is the determination of the mass transport coefficients (e.g., effective diffusivity coefficients), which are commonly determined through empirical correlations or parametric estimation techniques. To reduce these uncertainties, a macroscopic model based on the volume averaging method helps predict immobilized particles' effective mass transport coefficients.

Results

A macroscopic model with well-defined effective medium coefficients was developed using the volume averaging method. These coefficients are predicted by solving auxiliary boundary value problems in different 2D unit cells for different biofilm configurations on the porous particle. The results show that the effective diffusivity coefficients depend on the biofilm fraction, the fluid fraction, the molecular diffusivity ratios, and the geometry of the immobilized medium. To examine the potential of this proposal, effective diffusivity coefficients of species such as xylose, glucose, oxygen, xylitol, and ethanol in calcium alginate beads with immobilized biomass were predicted and compared with the literature.

Conclusion

Overall, this approach offers a systematic and reproducible way to predict effective medium coefficients in cell immobilized systems considering a simple microstructure without using empirical correlations or experimental determinations, which find good agreement. © 2025 Society of Chemical Industry (SCI).

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来源期刊
CiteScore
7.00
自引率
5.90%
发文量
268
审稿时长
1.7 months
期刊介绍: Journal of Chemical Technology and Biotechnology(JCTB) is an international, inter-disciplinary peer-reviewed journal concerned with the application of scientific discoveries and advancements in chemical and biological technology that aim towards economically and environmentally sustainable industrial processes.
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