Kola Anand Kishore, Mekala Mallaiah, Goli Venkat Reddy
Department of Chemical Engineering, National Institute of Technology, Warangal, Telangana 506004, India.
Data Brief. 2017 Apr 8;12:234-241. doi: 10.1016/j.dib.2017.03.049. eCollection 2017 Jun.
In the present investigation, we report that statistical design and optimization of significant variables for the microbial production of citric acid from sucrose in presence of filamentous fungi NCIM 705. Various combinations of experiments were designed with Central Composite Design (CCD) of Response Surface Methodology (RSM) for the production of citric acid as a function of six variables. The variables are; initial sucrose concentration, initial pH of medium, fermentation temperature, incubation time, stirrer rotational speed, and oxygen flow rate. From experimental data, a statistical model for this process has been developed. The optimum conditions reported in the present article are initial concentration of sucrose of 163.6 g/L, initial pH of medium 5.26, stirrer rotational speed of 247.78 rpm, incubation time of 8.18 days, fermentation temperature of 30.06 °C and flow rate of oxygen of 1.35 lpm. Under optimum conditions the predicted maximum citric acid is 86.42 g/L. The experimental validation carried out under the optimal values and reported citric acid to be 82.0 g/L. The model is able to represent the experimental data and the agreement between the model and experimental data is good.
在本研究中,我们报告了在丝状真菌NCIM 705存在下,从蔗糖微生物生产柠檬酸的显著变量的统计设计和优化。采用响应面法(RSM)的中心复合设计(CCD)设计了各种实验组合,以研究柠檬酸产量与六个变量的关系。这些变量包括:初始蔗糖浓度、培养基初始pH值、发酵温度、培养时间、搅拌器转速和氧气流速。根据实验数据,建立了该过程的统计模型。本文报道的最佳条件为:蔗糖初始浓度163.6 g/L、培养基初始pH值5.26、搅拌器转速247.78 rpm、培养时间8.18天、发酵温度30.06℃和氧气流速1.35 lpm。在最佳条件下,预测的最大柠檬酸产量为86.42 g/L。在最佳值下进行的实验验证表明,柠檬酸产量为82.0 g/L。该模型能够代表实验数据,模型与实验数据之间的一致性良好。