Estimation of parameters characterizing a steady-state synthesis process with nonlinear microorganism growth kinetics

Yu. L. Gordeeva, B. Ul’yanov, E. L. Gordeeva
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Abstract

The paper describes a theoretical basis developed for estimating the parameters of a steady-state biotechnological process characterized by nonlinear microorganism growth kinetics. This study aimed to obtain a common methodological basis for estimating input parameters that determine actual technology implementation, taking into account all possible restrictions on the concentration of incoming substrate Sf (g/l) and dilution rate D (h-1 ). The theory development was based on a mathematical model describing one of the most common processes of lactic acid production. This mathematical model includes three mass balance equations (for biomass, substrate, and product), as well as an equation of microorganism growth kinetics. The study established relations for calculating the ultimate value of the dilution rate D ult at a given Sf , relations for the maximum and minimum values of Sf , as well as Sf and D providing the maximum productivity value QP, g/(l·h), where QP = PD (P – product concentration, g/l). These relations were designed to calculate the parameters of possible process implementation for two options at the same value of QP: two values of D calculated for a given Sf and two values of Sf calculated for a given D. A numerical experiment is described using the constants of the mathematical model confirmed by foreign studies. This numerical experiment is illustrated using an Sf-D dependence pattern determining an acceptable value range for Sf and D, with the separate calculation of parameters according to Sf sections. For each of these sections, calculation formulas are provided. It is concluded that the developed theoretical basis is sufficiently general in nature to be applied to biotechnological processes that involve other kinetic relations, as well as microorganism strains creating by-products and using raw materials that are employed to reproduce the substrate in the process of synthesis.
具有非线性微生物生长动力学的稳态合成过程参数的估计
本文描述了以非线性微生物生长动力学为特征的稳态生物工艺过程参数估计的理论基础。本研究旨在获得一种通用的方法基础,用于估计确定实际技术实施的输入参数,同时考虑到所有可能对传入底物浓度Sf (g/l)和稀释率D (h-1)的限制。该理论的发展是基于描述乳酸生产最常见过程之一的数学模型。该数学模型包括三个质量平衡方程(生物质、底物和产物),以及微生物生长动力学方程。本研究建立了在给定Sf下稀释率D的最终值计算关系、Sf的最大值和最小值计算关系以及Sf和D提供最大生产力值QP, g/(l·h)的关系,其中QP = PD (P -产物浓度,g/l)。设计了这些关系式来计算相同QP值下两个选项的可能过程实现参数:给定Sf计算两个D值和给定D计算两个Sf值。数值实验采用国外研究证实的数学模型常数进行描述。该数值实验采用了Sf-D依赖模式,确定了Sf和D的可接受值范围,并根据Sf部分单独计算参数。对于每一节,都提供了计算公式。结论是,所建立的理论基础在本质上是足够普遍的,可以应用于涉及其他动力学关系的生物技术过程,以及在合成过程中产生副产物和使用用于复制底物的原料的微生物菌株。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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