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首页> 外文期刊>Engineering in Life Sciences >Model-based optimization and pO_2 control of fed-batch Escherichia coli and Saccharomyces cereuisiae cultivation processes
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Model-based optimization and pO_2 control of fed-batch Escherichia coli and Saccharomyces cereuisiae cultivation processes

机译:分批饲喂大肠杆菌和酿酒酵母培养过程的基于模型的优化和pO_2控制

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摘要

A model-based approach for optimization and cascade control of dissolved oxygen partial pressure (pO_2) and maximization of biomass in fed-batch cultivations is presented. The procedure is based on the off-line model-based optimization of the optimalfeeding rate profiles and the subsequent automatic pO_2 control using a proposed cascade control technique. During the model-based optimization of the process, feeding rate profiles are optimized with respect to the imposed technological constraints (initial and maximal cultivation volume, cultivation time, feeding rate range, maximal oxygen transfer rate and pO_2 level). The cascade pO_2 control is implemented using activation of cascades for agitation, oxygen enrichment, and correction of the preoptimized feeding rate profiles. The proposed approach is investigated in two typical fed-batch processes with Escherichia coli and Saccharomyces cerevisiae. The obtained results show that it was possible to achieve sufficiently high biomass levels with respect to the given technological constraints and to improve controllability of the investigated processes.
机译:提出了一种基于模型的方法,用于分批补料栽培中溶解氧分压(pO_2)的优化和级联控制以及生物量的最大化。该程序基于基于离线模型的最佳进料速率曲线优化,以及随后使用拟议的级联控制技术进行的自动pO_2控制。在基于模型的过程优化过程中,针对施加的技术约束条件(初始和最大培养量,培养时间,进料速率范围,最大氧气传输速率和pO_2水平)优化进料速率曲线。级联pO_2控制是通过级联的激活来实现的,以进行搅动,富氧和校正预优化的进料速度曲线。在两种典型的大肠杆菌和酿酒酵母的分批补料工艺中研究了所提出的方法。获得的结果表明,相对于给定的技术限制,有可能实现足够高的生物量水平,并改善所研究过程的可控制性。

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