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基于因子分析的奶酪乳清连续生物氢生产评估。

Factor-based assessment of continuous bio-H production from cheese whey.

机构信息

Department of Civil and Environmental Engineering, University of Rome "La Sapienza", Italy.

Department of Civil and Environmental Engineering, University of Rome "La Sapienza", Italy.

出版信息

Chemosphere. 2022 Dec;308(Pt 1):136174. doi: 10.1016/j.chemosphere.2022.136174. Epub 2022 Aug 28.

Abstract

Despite having been widely investigated, dark fermentative H production from organic residues is still limited by process-related issues which may hamper the perspectives of full-scale process implementation. Such constraints are mainly due to the process complexity, which is largely affected by multiple and often mutually interacting factors. In the present work, the results of continuous fermentative H production experiments using synthetic cheese whey as the input substrate were used to gain detailed knowledge of the process features and identify suitable and critical operating conditions. Specifically, innovative process interpretation involved a combination of analytical characterization of the fermentation broth, mass balance calculations and statistical methods (correlation and principal component analyses) to derive systematic considerations for process characterization and scale-up. The metabolic products mainly included acetate and butyrate, which however were likely to derive (in different proportions depending on the operating conditions) from both hydrogenogenic and competing pathways. For some tests, lactate and succinate were also found to have been formed. It was observed that the main features of the process (H yield and rate, stability condition) were correlated with the operational and analytical parameters. The first three principal components identified by the statistical analysis were able to account for: 1) the effect of retention time and total metabolites produced; 2) biogas (H and CO) generation, butyrate production and stability condition; and 3) organic loading rate and propionate production. The results suggested that the main features of hydrogenogenic fermentation can be described by a reduced set of factors that may be usefully adopted for both process monitoring and prediction purposes.

摘要

尽管有机残留物的黑暗发酵 H 生产已经得到了广泛的研究,但仍受到与工艺相关的问题的限制,这些问题可能会阻碍大规模工艺实施的前景。这些限制主要是由于工艺的复杂性,这主要受到多种相互作用的因素的影响。在本工作中,使用合成奶酪乳清作为输入底物的连续发酵 H 生产实验的结果用于详细了解工艺特征,并确定合适和关键的操作条件。具体而言,创新的工艺解释涉及发酵液的分析特性描述、质量平衡计算和统计方法(相关和主成分分析)的组合,以得出系统的工艺特性和放大考虑因素。代谢产物主要包括乙酸和丁酸,但它们可能(根据操作条件的不同比例)源自产氢和竞争途径。对于一些测试,还发现乳酸盐和琥珀酸盐已经形成。观察到工艺的主要特征(H 产率和速率、稳定条件)与操作和分析参数相关。统计分析确定的前三个主成分能够说明:1)保留时间和总代谢物产生的影响;2)沼气(H 和 CO)生成、丁酸生成和稳定条件;3)有机负荷率和丙酸生成。结果表明,可以用一组较少的因素来描述产氢发酵的主要特征,这些因素可用于工艺监测和预测目的。

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