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The snowball effect in fed-batch bioreactions

机译:分批补料生物反应中的雪球效应

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The bioreactor will play an important role in future biological manufacturing. For economic profit, important profiles of the feed rate in fed-batch cultures have been discussed. Unfortunately, the optimal feed rate is less robust. In these studies there exists the snowball effect in a substrate-inhibited bioprocess, in which substrate is accumulated due to uncertain parameters in the model or feed-rate error. The snowball effect also exists in multi-substrate-limited processes. In further studies, the interaction between the substrates has been higher in essential substrates than in growth-enhancing substrates. In a typical fed-batch bioreactor, the amount of the product can be reduced to 1% or less when the snowball effect arises. A new control structure, i.e., an off-line optimized feedforward controller added to a gain-scheduling (PID)-D-2 feedback controller, is proposed to eliminate the troublesome snowball effect. The proposed control strategy recovers the yield up to 95%. Moreover, the robustness of the proposed control structure is demonstrated by simulation.
机译:生物反应器将在未来的生物生产中发挥重要作用。为了经济利益,已经讨论了分批补料培养中进料速率的重要概况。不幸的是,最佳进给速度不够稳定。在这些研究中,存在底物抑制生物过程中的滚雪球效应,其中由于模型中不确定的参数或进料速度误差而积聚底物。雪球效应还存在于受多基板限制的过程中。在进一步的研究中,基本基质中的基质之间的相互作用高于增强生长基质中的相互作用。在典型的分批补料生物反应器中,当产生雪球效应时,产物的量可以减少到1%或更少。为了消除麻烦的滚雪球效应,提出了一种新的控制结构,即,将离线优化前馈控制器添加到增益调度(PID)-D-2反馈控制器中。提出的控制策略可将收率提高至95%。此外,通过仿真证明了所提出的控制结构的鲁棒性。

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