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首页> 外文期刊>Biotechnology Progress >Adaptiv, Model-Based Control by the Open-Loop-Feedback-Optimal (OLFO) Controller for the Effective Fed-Batch Cultivation of Hybridoma Cells
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Adaptiv, Model-Based Control by the Open-Loop-Feedback-Optimal (OLFO) Controller for the Effective Fed-Batch Cultivation of Hybridoma Cells

机译:开环反馈最优(OLFO)控制器基于模型的自适应控制,用于杂交瘤细胞的有效分批培养。

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摘要

Although fed-batch suspension culture of animal cells continues to be of industrial importance for the large scale production of pharmaceutical products, existing control concepts are still insufficient. Changes in cell metabolism during cultivation and between similar cultivations, the complexity of the cell metabolism, and the lack of on-line state variables restrict the transfer of available control strategies established in bioprocess engineering. A process control strategy designed to achieve optimized process control must account for all these difficulties and fit sophisticated requirements toward adaptability and flexibility. The combination of a fed-batch process and an Open-Loop-Feedback-Optimal (OLFO) control provides a new approach for cell culture process control that couples an efficient cultivation concept to a capable process control strategy. The application of an adaptive, model-based OLFO controller to a hybridoma cultivation and experimental results are presented.
机译:尽管动物细胞的分批补料悬浮培养对于大规模生产药物产品仍然具有工业重要性,但是现有的控制概念仍然不足。培养期间以及类似培养之间细胞代谢的变化,细胞代谢的复杂性以及在线状态变量的缺乏限制了在生物工艺工程学中建立的可用控制策略的转移。为实现最佳过程控制而设计的过程控制策略必须解决所有这些困难,并使适应性和灵活性满足复杂的要求。分批补料过程和开环反馈最优(OLFO)控件的结合为细胞培养过程控制提供了一种新方法,该方法将有效的培养概念与有效的过程控制策略结合在一起。提出了基于模型的自适应OLFO控制器在杂交瘤培养中的应用和实验结果。

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