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利用马克斯克鲁维酵母的连续乳糖发酵生产乙醇,以验证和扩展生物化学结构模型。

Use of continuous lactose fermentation for ethanol production by Kluveromyces marxianus for verification and extension of a biochemically structured model.

机构信息

Novozymes A/S, Solid Products Development, DK-2880 Bagsvaerd, Denmark.

出版信息

Bioresour Technol. 2013 Feb;130:703-9. doi: 10.1016/j.biortech.2012.12.080. Epub 2012 Dec 20.

DOI:10.1016/j.biortech.2012.12.080
PMID:23334030
Abstract

A biochemically structured model has been developed to describe the continuous fermentation of lactose to ethanol by Kluveromyces marxianus and allowed metabolic coefficients to be determined. Anaerobic lactose-limited chemostat fermentations at different dilution rates (0.02-0.35h(-1)) were performed. Species specific rates of consumption/formation, as well as yield coefficients were determined. Ethanol yield (0.655 C-mol ethanol(∗)C-mol lactose(-1)) was as high as 98% of theoretical. The modeling procedure allowed calculation of maintenance coefficients for lactose consumption and ethanol production of m(s)=0.6029 and m(e)=0.4218 (C-mol) and (C-molh)(-1), respectively. True yield coefficients for biomass, ethanol and glycerol production were calculated to be Y(true)(sx)=0.114, Y(true)(ex)=0.192 and Y(sg)=2.250 (C-mol) and (C-mol)(-1), respectively. Model calculated maintenance and true yield coefficients agreed very closely with those determined by regressions of the experimental data. The model developed provides a solid basis for the rational design of optimised fermentation of cheese whey.

摘要

已开发出一种生化结构模型,用于描述马克斯克鲁维酵母连续发酵乳糖生产乙醇,并确定了代谢系数。在不同稀释率(0.02-0.35h(-1))下进行了厌氧乳糖限制恒化器发酵。确定了特定物种的消耗/形成速率以及产率系数。乙醇产率(0.655 C-摩尔乙醇/ C-摩尔乳糖)高达理论值的 98%。该建模过程允许计算乳糖消耗和乙醇生产的维持系数,m(s)=0.6029 和 m(e)=0.4218(C-摩尔)和(C-摩尔h)(-1),分别。生物质、乙醇和甘油生产的真实产率系数计算为 Y(true)(sx)=0.114,Y(true)(ex)=0.192 和 Y(sg)=2.250(C-摩尔)和(C-摩尔)(-1),分别。模型计算的维持和真实产率系数与通过实验数据回归确定的非常吻合。所开发的模型为优化奶酪乳清发酵的合理设计提供了坚实的基础。

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Neural and hybrid modeling: an alternative route to efficiently predict the behavior of biotechnological processes aimed at biofuels obtainment.
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