Statistical Optimization of Process Variables for Direct Fermentation of 226 White Rose Tapioca Stem to Ethanol by Fusarium oxysporum

Direct fermentation of 226 white rose tapioca stem to ethanol by Fusarium oxysporum was studied in a batch reactor. Fermentation of ethanol can be achieved by sequential pretreatment using dilute acid and dilute alkali solutions using 100 mesh tapioca stem particles. The quantitative effects of substrate concentration, pH and temperature on ethanol concentration were optimized using a full factorial central composite design experiment. The optimum process conditions were then obtained using response surface methodology. The quadratic model indicated that substrate concentration of 33g/l, pH 5.52 and a temperature of 30.13oC were found to be optimum for maximum ethanol concentration of 8.64g/l. The predicted optimum process conditions obtained using response surface methodology was verified through confirmatory experiments. Leudeking-piret model was used to study the product formation kinetics for the production of ethanol and the model parameters were evaluated using experimental data.




References:
[1] Moiser, N., C. Wyman, B. Dake, R. Elander, Y. Y. Lee, and M.
Holtzapple, 2005, "Features of promising technologies for pre-treatment
of lignocellulosic biomass", Bioresource Technology, 96, 673 - 686.
[2] Jian Shi, Ratna R. Sharma-Shivappa, Mari Chinn, Noura Howell, 2008,
"Effect of microbial pre-treatment on enzymatic hydrolysis and
fermentation of cotton stalks for ethanol production", Biomass and
Bioenergy, 33, 88 - 96.
[3] Gianni Panagiotou, Paul Christakopoulos, S. G. Villas-Boas, L. Olsson,
2005, "Fermentation performance and intracellular metabolite profiling
of Fusarium oxysporum cultivated on a glucose-xylose mixture",
Enzyme and Microbial Technology, 36, 100-106.
[4] Paul Christakopoulos, Basil J. Macris, Dimitris Kekos, 1990, "On the
mechanisms of direct conversion of cellulose to ethanol by Fusarium
oxysporum: effect of cellulose and β-glucosidase" Applied
Microbiology and Biotechnology, 33, 18-20.
[5] Christakopoulos, P., D. Mamma, D. Kekos, 1999, "Enhanced acetyl
esterase production by Fusarium oxysporum" World Journal of
Microbiology and Biotechnology, 15, 443-446.
[6] Panagiotou, G., Christakopoulos, P., Olsson, L. (2005) Simultaneous
saccharification and fermentation of cellulose by Fusarium oxysporum
F3- growth characteristics and metabolite profiling", Enzyme and
Microbial Technology, 36, 693-699.
[7] Box, G. E., and N. R. Draper, 1987, "Empirical model building and
response surfaces", Wiley, New york.
[8] Mason, R. I., R. F. Gunst, and J. L. Hess,. 1989, "Statistical design and
analysis of experiments" Wiley, New york.
[9] Khuri, A. I., and J. A. Cornell, 1987, "Response Surfaces: Design and
Analysis", Marcel Dekker, New York.
[10] Montgomery, D. C., 1991, "Design and Analysis of experiments", 3rd
edn, Wiley, New York.
[11] Chang, V., and M. Holtzapple, 2000, "Fundamental factors affecting
biomass enzymatic reactivity", Applied Biochemistry and
Biotechnology, 84-86, 5-36.
[12] Sadasivam, S., and A. Manickam, 1996, "Biochemical Methods" 2nd
edn.
[13] Bailey, J. E., and D. F. Ollis, 1986, "Biochemical Engineering
Fundamentals", McGraw-Hill, New York.
[14] Cowling, E. B., 1975, "Physical and chemical constraints in the
hydrolysis of cellulose and lignocellulosic materials", Biotechnology
and Bioengineering Symposium, 5, 163 - 81.
[15] Mala Rao, Chittra Mishra, Sulbha Keskar, M. C. Srinivasan, 1985,
"Production of ethanol from wood and agricultural residues by
Neurospora crassa", Enzyme and Microbial Technology, 7, 625-628.
[16] Vasanti Deshpande, Sulbha Keskar, Chitra Mishra and Mala Rao, 1986,
"Direct conversion of cellulose/hemicellulose to ethanol by Neurospora
crassa", Enzyme and Microbial Technology, 8, 149-152.