Development of a process model for simultaneous saccharification and fermentation (SSF) of algal starch to third-generation bioethanol

References

• Agarwal AK. Biofuels (alcohols and biodiesel) applications as fuels for internal combustion engines. Progr Energy Combust Sci. 2007;33:233–271.
   Google Scholar
• Singh A, Nigam PS, Murphy JD. Renewable fuels from algae: an answer to debatable land based fuels. Bioresour Technol. 2011;102:10–16.
   Google Scholar
• Singh B, Korstad J, Sharma Y. A critical review on corrosion of compression ignition (CI) engine parts by biodiesel and biodiesel blends and its inhibition. Renew Sust Energ Rev. 2012;16:3401–3408.
   Google Scholar
• Raju S, Shinoj P, Joshi P. Sustainable development of biofuels: prospects and challenges. Econ Polit Weekly. 2009;44:65–72.
   Google Scholar
• Um B-H, Kim Y-S. Review: a chance for Korea to advance algal-biodiesel technology. J Ind Eng Chem. 2009;15:1–7.
   Google Scholar
• Sánchez OJ, Cardona CA. Trends in biotechnological production of fuel ethanol from different feedstocks. Bioresour Technol. 2008;99:5270–5295.
   Google Scholar
• Harun R, Danquah MK, Forde GM. Microalgal biomass as a fermentation feedstock for bioethanol production. J Chem Technol Biotechnol. 2010;85:199–203.
   Google Scholar
• John RP, Anisha G, Nampoothiri KM, et al. Micro and macroalgal biomass: a renewable source for bioethanol. Bioresour Technol. 2011;102:186–193.
   Google Scholar
• Markou G, Nerantzis E. Microalgae for high-value compounds and biofuels production: a review with focus on cultivation under stress conditions. Biotechnol Adv. 2013;31:1532–1542.
   Google Scholar
• Douskova I, Doucha J, Machat J, et al. Microalgae as a means for converting flue gas CO2 into biomass with high content of starch. 2008. In Proceedings of the International Conference: Bioenergy: Challenges and Opportunities, 6th/9th April.
   Google Scholar
• Zachleder V, Vtov M. Microalgaenovel highly efficient starch producers. Biotechnol Bioeng. 2011;108:766–776.
   Google Scholar
• Hari Krishna S, Chowdary G. Optimization of simultaneous saccharification and fermentation for the production of ethanol from lignocellulosic biomass. J Agric Food Chem. 2000;48:1971–1976.
   Google Scholar
• Chandel AK, Chandrasekhar G, Narasu ML, et al. Simultaneous saccharification and fermentation (SSF) of aqueous ammonia pretreated Saccharum spontaneum (wild sugarcane) for second generation ethanol production. Sugar Tech. 2010;12:125–132.
   Google Scholar
• Anuradha R, Suresh A, Venkatesh K. Simultaneous saccharification and fermentation of starch to lactic acid. Process Biochem. 1999;35:367–375.
   Google Scholar
• Jang J-S, Cho Y, Jeong G-T, et al. Optimization of saccharification and ethanol production by simultaneous saccharification and fermentation (SSF) from seaweed, Saccharina japonica. Bioprocess Biosyst Eng. 2012;35:11–18.
   Google Scholar
• Kundu S, Singh S, Ojha S, et al. Role of biorefining and biomass utilization in environmental control. Proc International Science Index, London United Kingdom Jan 19-20, 2015; 13 (01) Part IV. 2015. p. 886–889.
   Google Scholar
• Ochoa S, Yoo A, Repke JU, et al. Modeling and parameter identification of the simultaneous saccharification‐fermentation process for ethanol production. Biotechnol Prog. 2007;23:1454–1462.
   Google Scholar
• Lee C-G, Kim CH, Rhee SK. A kinetic model and simulation of starch saccharification and simultaneous ethanol fermentation by amyloglucosidase and Zymomonas mobilis. Bioprocess Eng. 1992;7:335–341.
   Google Scholar
• Jang MF, Chou YS. Modeling and optimization of bioethanol production via a simultaneous saccharification and fermentation process using starch. J Chem Technol Biotechnol. 2013;88:1164–1174.
   Google Scholar
• Davis RA. Parameter estimation for simultaneous saccharification and fermentation of food waste into ethanol using Matlab Simulink. Appl Biochem Biotechnol. 2008;147:11–21.
   Google Scholar
• Connon R. Culturing of Chlorella vulgaris - Standard Operating Procedure, SOP on how to prepare Bold's Basal Medium (BBM) 2007. Available from: http://www.biosci.rdg.ac.uk/Research/eb/daphnia.htm
   Google Scholar
• Wang L, Min M, Li Y, et al. Cultivation of green algae Chlorella sp. in different wastewaters from municipal wastewater treatment plant. Appl Biochem Biotechnol. 2010;162:1174–1186.
   Google Scholar
• Fernandes B, Dragone G, Abreu AP, et al. Starch determination in Chlorella vulgaris—a comparison between acid and enzymatic methods. J Appl Phycol. 2012;24:1203–1208.
   Google Scholar
• Hodge J. Determination of reducing sugars and carbohydrates. Methods Carbohyd Chem. 1962;1:380–394.
   Google Scholar
• Giordano M, Norici A, Beardall J. Impact of inhibitors of amino acid, protein, and RNA synthesis on C allocation in the diatom Chaetoceros muellerii: a FTIR approach. Algae. 2017;32:161–170.
   Google Scholar
• Gupta A, Gupta V, Modi D, et al. Production and characterization of α-amylase from Aspergillus niger. Biotechnology. 2008;7:551–556.
   Google Scholar
• Quirós C, Herrero M, García LA, et al. Application of flow cytometry to segregated kinetic modeling based on the physiological states of microorganisms. Appl Environ Microbiol. 2007;73:3993–4000.
   Google Scholar
• Asada C, Doi K, Sasaki C, Nakamura Y. Efficient extraction of starch from microalgae using ultrasonic homogenizer and its conversion into ethanol by simultaneous saccharification and fermentation. Natural Resources. 2012.;3:175–179.
   Google Scholar
• Stackler B, Christensen E. Quantitative determination of ethanol in wine by gas chromatography. Am J Enol Vitic. 1974;25:202–207.
   Google Scholar
• Eklund R, Zacchi G. Simultaneous saccharification and fermentation of steam-pretreated willow. Enzyme Microb Technol. 1995;17:255–259.
   Google Scholar
• Kroumov AD, Módenes AN, de Araujo Tait MC. Development of new unstructured model for simultaneous saccharification and fermentation of starch to ethanol by recombinant strain. Biochem Eng J. 2006;28:243–255.
   Google Scholar
• Jiménez-Islas D, Páez-Lerma J, Soto-Cruz NO, et al. Modelling of ethanol production from red beet juice by Saccharomyces cerevisiae under thermal and acid stress conditions. Food Technol Biotechnol. 2014;52:93.
   Google Scholar
• Liu D, Xu L, Xiong W, et al. Fermentation process modeling with Levenberg-Marquardt algorithm and Runge-Kutta method on ethanol production by Saccharomyces cerevisiae. Math Probl Eng. 2014;2014:
   Google Scholar
• Zachleder V, Bišová K, Vítová M, et al. Variety of cell cycle patterns in the alga Scenedesmus quadricauda (Chlorophyta) as revealed by application of illumination regimes and inhibitors. Eur J Phycol. 2002;37:361–371.
   Google Scholar
• McMillan JD, Newman MM, Templeton DW, et al. Simultaneous saccharification and cofermentation of dilute-acid pretreated yellow poplar hardwood to ethanol using xylose-fermenting Zymomonas mobilis. Appl Biochem Biotechnol. 1999;79:649–665.
   Google Scholar
• Kádár Z, Szengyel Z, Réczey K. Simultaneous saccharification and fermentation (SSF) of industrial wastes for the production of ethanol. Ind Crops Prod. 2004;20:103–110.
   Google Scholar