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絮凝酵母对腰果苹果汁乙醇发酵的数学建模:初始底物浓度和温度的影响

Mathematical modeling of the ethanol fermentation of cashew apple juice by a flocculent yeast: the effect of initial substrate concentration and temperature.

作者信息

Pinheiro Álvaro Daniel Teles, da Silva Pereira Andréa, Barros Emanuel Meneses, Antonini Sandra Regina Ceccato, Cartaxo Samuel Jorge Marques, Rocha Maria Valderez Ponte, Gonçalves Luciana Rocha B

机构信息

Departamento de Agrotecnologia e Ciências Sociais, Universidade Federal Rural do Semiárido, Mossoró, RN, Brazil.

Programa de Pós-Graduação em Engenharia Química, Departamento de Engenharia Química, Universidade Federal do Ceará, Campus do Pici, Bloco 709, Fortaleza, CE, 60455-760, Brazil.

出版信息

Bioprocess Biosyst Eng. 2017 Aug;40(8):1221-1235. doi: 10.1007/s00449-017-1782-2. Epub 2017 Jun 6.

Abstract

In this work, the effect of initial sugar concentration and temperature on the production of ethanol by Saccharomyces cerevisiae CCA008, a flocculent yeast, using cashew apple juice in a 1L-bioreactor was studied. The experimental results were used to develop a kinetic model relating biomass, ethanol production and total reducing sugar consumption. Monod, Andrews, Levenspiel and Ghose and Tyagi models were investigated to represent the specific growth rate without inhibition, with inhibition by substrate and with inhibition by product, respectively. Model validation was performed using a new set of experimental data obtained at 34 °C and using 100 g L of initial substrate concentration. The model proposed by Ghose and Tyagi was able to accurately describe the dynamics of ethanol production by S. cerevisiae CCA008 growing on cashew apple juice, containing an initial reducing sugar concentration ranging from 70 to 170 g L and temperature, from 26 to 42 °C. The model optimization was also accomplished based on the following parameters: percentage volume of ethanol per volume of solution (%V /V ), efficiency and reaction productivity. The optimal operational conditions were determined using response surface graphs constructed with simulated data, reaching an efficiency and a productivity of 93.5% and 5.45 g L h, respectively.

摘要

在本研究中,考察了初始糖浓度和温度对絮凝酵母酿酒酵母CCA008在1L生物反应器中利用腰果苹果汁生产乙醇的影响。实验结果用于建立一个关联生物量、乙醇产量和总还原糖消耗的动力学模型。分别研究了莫诺德模型、安德鲁斯模型、列文斯皮尔模型以及戈斯和蒂亚吉模型,以分别表示无抑制、底物抑制和产物抑制条件下的比生长速率。使用在34℃和初始底物浓度为100 g/L时获得的一组新的实验数据进行模型验证。戈斯和蒂亚吉提出的模型能够准确描述酿酒酵母CCA008在腰果苹果汁上生长时乙醇生产的动态过程,其中初始还原糖浓度范围为70至170 g/L,温度范围为26至42℃。还基于以下参数完成了模型优化:每体积溶液中乙醇的体积百分比(%V /V)、效率和反应生产率。使用模拟数据构建响应面图确定了最佳操作条件,效率和生产率分别达到93.5%和5.45 g/(L·h)。

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