Optimization of Fermentation Parameters to Enhance the Production of Ethanol from Palmyra Jaggery Using Saccharomyces cerevisiae in a Batch Fermentor

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作者
Veera Venkata Ratnam Bandaru
Sita Ramalakshmi Bandaru
Subba Rao Somalanka
Damodara Rao Mendu
Sarat Babu Imandi
Srinivasa Rao Bejawada
Narasimha Rao Medicherla
Thangadurai Devarajan
Jayaraju Karothi
Ayyanna Chityala
机构
[1] Johns Hopkins University School of Medicine,Department of Neurology
[2] Andhra University,RITAMS Degree College
[3] Andhra University,Center for Biotechnology, Department of Chemical Engineering, College of Engineering
[4] Georgetown University,Bioanalytical Core Laboratory, General Clinical Research Center
[5] Sri Krishnadevaraya University,Department of Botany
[6] Al-Ameer College of Engineering and Technology,Department of Bio
[7] Acharya Nagarjuna University,Technology
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关键词
Batch fermentor; Palmyra jaggery; Ethanol; Plackett–Burman design; Central composite design;
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学科分类号
摘要
Application of statistical experimental designs for optimization of fermentation parameters to enhance ethanol production, which is an economical and renewable energy source using Saccharomyces cerevisiae NCIM 3090 from palmyra jaggery, was studied in a batch fermentor. Using Plackett–Burman design, impeller speed, concentrations of CoCl2 and KH2PO4 were identified as significant variables, which highly influenced ethanol production, and these variables were further optimized using a central composite design (CCD). The ethanol production was adequately approximated with a full quadratic equation obtained from three factors and five levels of CCD. Maximum ethanol concentration of 132.56 g/l (16.8% [v/v]) was obtained for an impeller speed of 247.179 (≈250) rev/min, CoCl2 of 0.263 g/l and KH2PO4 of 2.39 g/l. A second-order polynomial regression model was fitted and was found adequate with R2 of 0.8952. This combined statistical approach enables rapid identification and investigation of significant parameters for improving the ethanol production and could be very useful in optimizing processes.
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页码:224 / 235
页数:11
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