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Articles

Ethanol production in a biofilm reactor with non-sterile carob extract media and its modeling

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Pages 2726-2734 | Received 08 Mar 2018, Accepted 22 Jul 2018, Published online: 24 Aug 2018

References

  • Ayaz, F. A., H. Torun, S. Ayaz, P. J. Correia, M. Alaiz, C. Sanz, J. Grúz, and M. Strnad. 2007. Determination of chemical composition of anatolian carob pod (Ceratonia siliqua L.): Sugars, amino and organic acids, minerals and phenolic compounds. Journal of Food Quality 30 (6):1040–55. doi:10.1111/jfq.2007.30.issue-6.
  • Chai, T., and R. R. Draxler. 2014. Root mean square error (RMSE) or mean absolute error (MAE)?–Arguments against avoiding RMSE in the literature. Geoscientific Model Development 7 (3):1247–50. doi:10.5194/gmd-7-1247-2014.
  • Dodić, J. M., D. G. Vučurović, S. N. Dodić, J. A. Grahovac, S. D. Popov, and N. M. Nedeljković. 2012. Kinetic modelling of batch ethanol production from sugar beet raw juice. Applied Energy 99:192–97. doi:10.1016/j.apenergy.2012.05.016.
  • Ercan, D., and A. Demirci. 2015. Current and future trends for biofilm reactors for fermentation processes. Critical Reviews in Biotechnology 35 (1):1–14. doi:10.3109/07388551.2013.793170.
  • Fan, Y., Y. Wang, P.-Y. Qian, and J.-D. Gu. 2004. Optimization of phthalic acid batch biodegradation and the use of modified Richards model for modelling degradation. International Biodeterioration and Biodegradation 53 (1):57–63. doi:10.1016/j.ibiod.2003.10.001.
  • Gabardo, S., G. F. Pereira, R. Rech, and M. A. Z. Ayub. 2015. The modeling of ethanol production by Kluyveromyces marxianus using whey as substrate in continuous A-Stat bioreactors. Journal of Industrial Microbiology and Biotechnology 42 (9):1243–53. doi:10.1007/s10295-015-1661-2.
  • Germec, M., I. Turhan, A. Demirci, and M. Karhan. 2016. Effect of media sterilization and enrichment on ethanol production from carob extract in a biofilm reactor. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 38 (21):3268–72. doi:10.1080/15567036.2015.1138004.
  • Germec, M., I. Turhan, M. Karhan, and A. Demirci. 2015. Ethanol production via repeated-batch fermentation from carob pod extract by using Saccharomyces cerevisiae in biofilm reactor. Fuel 161:304–11. doi:10.1016/j.fuel.2015.08.060.
  • Ghorbani, F., and H. Younesi. 2013. The kinetics of ethanol production from cane molasses by Saccharomyces cerevisiae in a batch bioreactor. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 35 (11):1073–83. doi:10.1080/15567036.2010.518218.
  • Jin, H., R. Liu, and Y. He. 2015. Kinetic models and effects of initial total soluble sugar concentrations on batch ethanol fermentation of sweet sorghum stalk juice by Saccharomyces cerevisiae strain. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 37 (12):1282–90. doi:10.1080/15567036.2011.616871.
  • Miller, G. L. 1959. Use of dinitrosalicylic acid reagent for determination of reducing sugar. Analytical Chemistry 31 (3):426–28. doi:10.1021/ac60147a030.
  • Putra, M. D., A. E. Abasaeed, H. K. Atiyeh, S. M. Al-Zahrani, M. H. Gaily, A. K. Sulieman, and M. A. Zeinelabdeen. 2015. Kinetic modeling and enhanced production of fructose and ethanol from date fruit extract. Chemical Engineering Communications 202 (12):1618–27. doi:10.1080/00986445.2014.968711.
  • Roukas, T. 1994. Ethanol production from nonsterilized carob pod extract by free and immobilized Saccharomyces cerevisiae cells using fed‐batch culture. Biotechnology and Bioengineering 43 (3):189–94. doi:10.1002/bit.260430302.
  • Roukas, T. 1996. Continuous ethanol production from nonsterilized carob pod extract by immobilized Saccharomyces cerevisiae on mineral kissiris using a two-reactor system. Applied Biochemistry and Biotechnology 59 (3):299–307.
  • Sablani, S. S., A. K. Datta, M. S. Rahman, and A. S. Mujumdar. 2006. Handbook of food and bioprocess modeling techniques, 1–13. Boca Raton, FL: CRC Press.
  • Srivastava, N., R. Rawat, H. Singh Oberoi, and P. W. Ramteke. 2015. A review on fuel ethanol production from lignocellulosic biomass. International Journal of Green Energy 12 (9):949–60. doi:10.1080/15435075.2014.890104.
  • Turhan, I., K. L. Bialka, A. Demirci, and M. Karhan. 2010. Ethanol production from carob extract by using. Saccharomyces Cerevisiae. Bioresource Technology. 101 (14):5290–96. doi:10.1016/j.biortech.2010.01.146.
  • Yatmaz, E., I. Turhan, and M. Karhan. 2013. Optimization of ethanol production from carob pod extract using immobilized Saccharomyces cerevisiae cells in a stirred tank bioreactor. Bioresource Technology 135:365–71. doi:10.1016/j.biortech.2012.09.006.
  • Zwietering, M., I. Jongenburger, F. Rombouts, and K. Van’t Riet. 1990. Modeling of the bacterial growth curve. Applied and Environmental Microbiology 56 (6):1875–81.

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