Shin Hwa Sung, Lim Henry C
Department of Chemical Engineering and Materials Science, University of California, Irvine CA 92697, USA.
Bioprocess Biosyst Eng. 2006 Dec;29(5-6):335-47. doi: 10.1007/s00449-006-0082-z. Epub 2006 Sep 30.
Complete solutions are provided for cell-mass maximization for free and fixed final times and constant and variable yields. The optimal feed rate profile is a concatenation of maximum, minimum and singular feed rates. The exact sequence and duration of each feed rate depends primarily on the initial substrate concentration, and degenerate cases arise due to the magnitude constraint on the feed rate and the length of final time t (f). When the final time is free and not in the performance index, it is infinite for constant yield so that any form of feed rate leads to the same amount of cells, while for variable yield the singular feed rate is exponential and maximizes the yield. For fixed final time the singular feed rate for constant yield is exponential and maximizes the specific growth rate by maintaining the substrate concentration constant, while for variable yield, it is semi-exponential and the substrate concentration starts near the maximum specific growth rate and moves toward the maximum yield. A simple sufficient condition for existence of singular feed rate requires an existence of a region bounded by the maxima of specific growth and cellular yield. Otherwise, the optimal feed rate profile is a bang-bang type and the bioreactor operates in batch mode.
针对自由和固定最终时间以及恒定和可变产率的细胞质量最大化问题,提供了完整的解决方案。最优进料速率曲线是最大、最小和奇异进料速率的串联。每种进料速率的确切顺序和持续时间主要取决于初始底物浓度,并且由于进料速率的幅度约束和最终时间t(f)的长度会出现退化情况。当最终时间是自由的且不在性能指标中时,对于恒定产率它是无限的,以至于任何形式的进料速率都会导致相同数量的细胞,而对于可变产率,奇异进料速率是指数形式的并且使产率最大化。对于固定最终时间,恒定产率的奇异进料速率是指数形式的,通过保持底物浓度恒定使比生长速率最大化,而对于可变产率,它是半指数形式的,底物浓度从接近最大比生长速率处开始并朝着最大产率移动。奇异进料速率存在的一个简单充分条件是需要存在一个由比生长和细胞产率的最大值界定的区域。否则,最优进料速率曲线是砰砰型的,并且生物反应器以分批模式运行。