Application of functional state modelling approach for yeast Sacharomyces cerevisiae fed-batch fermentation modelling

S. Viļums, E. Kozlinskis, V. Brusbardis
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引用次数: 3

Abstract

Continuous estimation of bioprocess state during yeast fed-batch fermentation requires using accurate mathematical model and parameters that can describe the actual state of the yeast growth during fermentation. Application of functional state modelling approach for the yeast Saccharomyces cerevisiae fed-batch fermentations is presented. The main advantage of the modelling approach over global model with complex structure is that the parameters of each local model can be estimated separately from the other local model parameters. Moreover, this approach makes it easier to perform model simulation and parameter estimation compared with the complex global model. Obtained experimental data from yeast fed-batch fermentations show sufficiently good match with the curves simulated using functional state fermentation model.
功能状态建模方法在酵母分批补料发酵建模中的应用
酵母分批补料发酵过程中生物过程状态的连续估计需要使用精确的数学模型和参数来描述发酵过程中酵母生长的实际状态。介绍了功能状态建模方法在酵母分批补料发酵中的应用。与结构复杂的全局模型相比,该建模方法的主要优点是每个局部模型的参数可以与其他局部模型参数分开估计。与复杂的全局模型相比,该方法更容易进行模型仿真和参数估计。酵母补料间歇发酵的实验数据与功能状态发酵模型模拟的曲线吻合良好。
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