MODELING AND OPTIMIZATION OF PROCESS CONDITIONS INFLUENCE ON GLUCOSE, XYLOSE AND BIOETHANOL YIELD FROM LIGNOCELLULOSIC WASTE PALM FRUIT BUNCHES

Authors

DOI:

https://doi.org/10.5281/zenodo.18771014

Keywords:

Lignocellulosic biofeedstock, hydrolysis, fermentation, bioethanol, bioprocess modeling

Abstract

This study examined the effect of processing parameters (acid concentration, temperature and process duration) on the yield of glucose, xylose and bioethanol synthesized from lignocellulosic waste palm fruit bunches. Raw material was procured from a palm oil processing company in Port-Harcourt, Nigeria. It was mechanically communited, characterized and hydrolyzed using different concentrations of H2SO4, temperatures and resident times. Hydrolysates were tested for xylose and glucose yield using a spectrophotometer Hydrolysates were then fermented at room temperature for different time duration using Saccharomyces sereviciae. Hydrolysis and fermentation processes were modeled and optimized using the RSM. A laboratory distiller was used to purify the bioethanol obtained, and the proximate composition and fuel properties were determined. Results showed that the feedstock had a composition of 74.33 % holocellulose, (57.44 % α-cellulose and 16.89 % hemicelluloses), 15.87 % lignin and 5.57 % ash.  RSM polynomial of the quadratic form adequately expressed the relationship existing between process variables and yield of glucose, xylose, and bioethanol with R2 and SEE ranging from 0.963 to 0.993 and 0.121 to 2.501, respectively. Optimum glucose and xylose yield was 34.643g/L and 18.471g/L, at 1.196 and 1.195% acid load hydrolysis for 26.924 and 21.578 mins at 160.407 and 160.071oC, respectively. Optimum bioethanol yield of 32.838 g/L was obtained at 72.933h and 86.15% fermentation efficiency. The bioethanol had 97.68 % purity, 0.03 % ash, 0.42 % moisture content, 5.05 mg/L acidity, and 6.61 pH. The fuel properties were 791.13 kg/m3 density at 15oC, 1.67 mm/s2 viscosity at 40oC, 124 Octane Number, 13.043 kPa vapour pressure, 12.8oC flash point, 79 - 101oC distillation temperature range, 358oC auto-ignition, 29.16 MJ/kg calorific value, and 589.51oC drivability index. Proximate composition of the bioethanol satisfied the ASTM D4806 specification, its fuel properties met the International Standard, therefore, it can be blended with pure petrol for use in spark ignition engines.

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Author Biographies

  • Onuoha, L. N., Gregory University Uturu

    Department of Mechanical Engineering

  • Ehiem, J. C., Michael Okpara University of Agriculture

    Department of Agricultural and Biosystems Engineering

  • Aviara, N. A., Michael Okpara University of Agriculture

    Department of Agricultural and Biosystems Engineering

    Department of Food Engineering

  • Igbozulike, A. O., Michael Okpara University of Agriculture

    Department of Agricultural and Biosystems Engineering

  • Nwankwojike, B. N., Michael Okpara University of Agriculture

    Department of Mechanical Engineering

References

Abdullah, N., Sulaiman, F. and Gerhauser, H. (2011). Characterization of oil palm empty fruit bunches for fuel application. Journal of Physical Science, 22: 1–24.

Ahmad, M., Khan, I., Qaiser, M., Khan, S. and Jabeen, G. (2022). Households’ perception-based factors influencing biogas adoption: Innovation diffusion framework. Energy, 263: 126155.

https://doi.org/10.1016/j.energy. 022.126155.

Akpan, U., Kovo, A., Abdullahi, M. and Ijah, J. (2005). The Production of Ethanol from Maize Cobs and Groundnut Shells. Australian Journal of Technology (AU.J.T.), 1(2): 106 - 110.

Amraini, S. Z., Sari, S., Andrio, D., Fatra, W. and Susanto, R. (2023). Optimizing raw material pretreatment for bioethanol production from empty fruit bunches: A comparative study. Grimsa Journal of Science, Engineering and Technology, 1(1): 17-23., doi.10.61975/gjset.v1i1.

Atkinson, A. C., Donev, A. N. and Tobias, R. D. (2007). Optimum Experimental Designs, with SAS. Oxford University Press. New York, pp. 511.

Betiku, E. and Taiwo, A. E. (2015). Modeling and optimization of bioethanol production from breadfruit starch hydrolysate vis-à-vis response surface methodology and Artificial Neural Network. Renewable Energy, 74: 87-94.

Browning, B. (1967). Determination of Sugars: Methods of Wood Chemistry, Wiley, New York, 1: 598 - 599.

Caputi, A., Ueda, M. and Brown, T. (1968).Spectrophotometric Determination of Ethanol from Wine. American Journal of Enology. Viticulture, 19: 160 - 165.

Chayanoot, S. and Sairudee, D. (2013). Fermentation of Oil Palm Empty Fruit Bunch Hydrolysate to Ethanol by Baker’s Yeast and Long-Pang. PSU-UNS International Conference on Engineering and Technology, No. T2-2.1: 1- 3.

Cheng, C., Hajar, H. and Ku, S. (2007). Production of bioethanol from oil palm empty fruit bunch. International Conference Symposium (ICoSM). University of Malaysia Pahang. http://umpir.ump.edu.my/7248/, 9 - 11th June, 69 - 72.

Congcong, C., Hou-Min, C., Zhijan, I., Hasan, J. and Zeng, Z. (2013). Sugars Analysis of Hydrolyzate: A Method for Rapid Determination of Sugar in Lignocellulose Prehydrolyzate. Bioresources, 8(1): 172 - 181.

Djimtoingar, S. S., Derkyi, N. S. A., Kuranchie, F. A. and Yankyera, J. K. (2022). A review of response surface methodology for biogas process optimization. Cogent Engineering, 9(1): 1 – 35.

Dubois, M., Gilles, K., Hamilton, J., Rebers, P. and Smith, F. (1956). Colorimetric Method for Determination of Sugars and Related Substances. Analytical Chemistry, 28(3): 350 - 356.

Ebrahimiagda, E. and Ogden, K. I. (2018). Evaluation and modelling of bioethanol yield efficiency from sweet sorghum juice. BioEnergy Research, 11: 449-455.

Ezea, I. B. (2023). Technologies and factors affecting bioethanol fermentation and its commercialization. Archives of Ecotoxicology, 5(1): 32-36.

Fakruddin, M., Abdu Quayum, M., Ahmed, M. M. and Choudhury, N. (2012). Analysis of key factors affecting ethanol production by Saccharomyces cerevisiae. Biotechnology, 11(4): 248-252.

Farid, T., Dimitar, K. And Irini, A. (2010). Production of Bioethanol from Wheat Straw: An Overview on Pretreatment, Hydrolysis and Fermentation. Bioresource Technology, 101: 4744 - 4753.

Ferreira, V., Mariana, O. F., Sabrina, S. M. and Nei, P. (2010). Simultaneous Sacharification and Fermentation Process of Different Cellulosic Substrates using a Recombinant Sachromyces Cerevisiae Harbouring the b-Glucocidae Gene. Electronic Journal of Biotechnology, 13: 2.

Fitrriani, K. and Anwar, K. (2013). Hydrolyzate as Raw Material for Bioethanol Production. International Journal of Advanced Science, Engineering Information and Technology, 3: 3.

Friedemann, A. J. (2021). Life After Fossil Fuels: A Reality Check on Alternative Energy. Springer International Publishing, London, UK.

Garda, M., Ballesteros, I., Gonzalez, A., Oliva, J., Ballesteros, M. and Negro, M. (2006). Effect of Inhibitors Released during Steam-Explosion Pretreatment of Barley Straw on Enzymatic Hydrolysis. Applied Biochemistry and Biotechnology, 129(32): 278–288.

Geng, A. (2013). Conversion of oil palm empty fruit bunch to biofuels. Chapter 16, Liquid, Gaseous and Solid Biofuels – Conversion Techniques. Intech Open Ltd, London, pp. 480-490.

Helma, K. R. (2013). Review of Research on Production Method of Hydrogen: Future Fuel. European Journal of Biotechnology and Bioscience, 1(2): 84 - 93.

Holochek, J. L., Goli, H. M. L., Sawalhah, M. N. and Valdez, R. (2022). A global assessment: Can renewable energy replace fossil fuel by 2050? Sustainability, 14:4792., https://doi.org/10.3390/su14084792.

Hu, Z., Wing, J., Kong, H. and Chai, X. (2008). A Novel Method for Determination of Sugars by UV Spectroscopy. Journal of Chemical Industrial Engineering, 59(5): 233 - 1237.

Igbokwe, J. O., Onuoha, L. N., Nwafor, M. O. I. and Aviara, N. A. (2019). Characterization of Blends of Petrol and Bioethanol Synthesized from Nigerian Palm Bunch. Arid Zone Journal of Engineering, Technology and Environment, 15: 142-152.

Kabue, T. G., Koske, J. and Mutiso, J. (2020). Modeling effects of process variables during fermentation of pineapple peels using the yeast for ethanol production using a second order optimal rotatable design in four dimensions. Mathematical Theory and Modeling, 10(6): 1-9.

Kumar, S., Sing, S., Mishra, I. and Adhikari, I. (2009). Recent Advances in Production of Bioethanol from Lignocellulosic Biomass. Chemical Engineering and Biotechnology, 32(4): 517 - 526.

Leland, M. V. (2005). A review of pervaporation for product recovery from biomass fermentation processes. Journal of Chemical Technology and Biotechnology, 80: 603 – 629.

Liu, R. and Shen, F. (2008). Impacts of Main Factors on Bioethanol Fermentation from Stalk Juice of Sweet Sorgan by Immorbilized Sacchromyces Cerevisiae (Cicc 1308). Bioresources Technology, 99: 847 - 854.

Millati, R., Wikandari, R., Trihandayani, E. Cahyanto, M., Taherzadeh, M. and Nikklason, C. (2011). Ethanol from Oil Palm Empty Fruit Bunch via Dilute Acid Hydrolysis and Fermentation by Mucor Indicus and Saccharomyces Cerevisae, Agriculture Journal, 6(2): 54 - 59.

Miller, G. (1959). Use of Dinitrosalycylic Acid Reagent for Determination of Reducing Sugar. Analytical Chemistry, 31(3): 426 - 428.

Mingjia, Z., Fang, W., Rongxin, S., Wei, Q. and Zhimin, H. 2010. Ethanol Production from High Dry Matter Corncob using Fed-Batch Simultaneous Saccharfication and Fermentation after Combined Prtreatment. Bioresource Technology, 101: 4959 - 4964.

Mishra, A. and Goh, S. (2019). Bioethanol production from various lignocellulosic feedstocks by a novel fractional hydrolysis technique with different inorganic acids and co-culture fermentation. Fuel, 236: 544-553.

Mohd, A. K., Loh, S. K., Nasrin, A. B., Astimar, A. A. and Rosnah, M. S. (2011). Bioethanol production from enzymatically saccharified empty fruit bunches hydrolysates using Sacccharomyces cerevisiae. Research Journal of Environmental Sciences, 5(6): 573-586.

Nor, A., Mailin, M., Roslindawati, H., Mohd, F., Wan, N. and Kok-Giap, H. (2012). Bio-oils and Diesel Fuel derived from Alkaline treated Empty Fruit Bunch (EFB). International Journal of Biomass and Renewable Energy, 1: 6 – 14.

Nurul, A., Nasrin, A., Loh, S. and Choo, Y. (2014). Bioethanol production by fermentation of oil palm empty fruit bunches pretreated with combined chemicals. Journal of Applied Environmental and Biological Sciences, 4: 234 - 242.

Petersson, A., Thomsen, M., Hauggaard, H. and Thomsen, A. (2007). Potential Bioethanol and Biogas Production using Lignocellulosic Biomass from Winter Rye, Oilseed Rape and Faba Bean. Biomass and Bioenergy, 31: 812–819.

Pradeep, C. M. and Samir, K. K. (2011). Biomass Derived Syngas Fermentation into Biofuels. New York: Academic Press, Elsevier.

Prassad, S., Singh, A. and Joshi, H. (2007). Ethanol as an Alternative Fuel from Agricultural, Industrial and Urban Residues. Resources Conservation and Recycling, 50: 1–39.

Richana, N., Winarti, C., Hidayat, T. and Prastowo, B. (2015). Hydrolysis of Empty Fruit Bunches of Palm Oil (Elaeis Guineensis Jacq.) by Chemical, Physical, and Enzymatic Methods for Bioethanol Production. International Journal of Chemical Engineering and Applications, 6: 6.

Salakkan, A., Phukoetphim, N., Laopaiboon, P. and Laopaiboon, L. (2023). Mathematical modeling of bioethanol production from sweet sorghum juice under high gravity fermentation: Applicability of Monod-based, Logistic, modified Gompertz and Weibull models. Electronic Journal of Biotechnology, 64: 18-26.

Saud, S., Haseed, A., Anees, S., Zaidi, H., Khan, H. and Li, H. (2024). Moving towards green growth: Harnessing natural resources and economic complexity for sustainable development through the lens of the N-Shaped EKC framework for the European Union. Resources Policy, 91: 104804., https://doi.org/10.1016/j.resourpol2024.104804.

Suanes, G., Bolonio, D., Cantero, A. and Yenes, J. I. (2024). Principles for the design of a biomass-fueled internal combustion engine. Energies, 17:1700., https://doi.org/10.3390/en17071700.

Tan, K., Lim, S., Low, C. and Chang, S. (2014). Engine emission analysis and performance test with ethanol-gasoline blended fuel. European International Journal of Science Technology, 3(7): 9 – 22.

Tran, T. T. A., Le, T. K. P., Mai, T. P. and Nguyen, D. Q. (2019). Bioethanol production from lignocellulosic biomass. Alcohol Fuels: Current Technologies and Future Prospects. Intech Open Ltd, London.

Umikalsom, M., Ariff, B., Zulkifli, H., Tong, C., Hassan, M. and Karim, M. (1997). The Treatment of Oil Palm Empty Fruit Bunch for Subsequent as Substrate for Cellulose Production by Chaetomium Globosum. Bioresource Technology, 62: 1- 9.

Vasic, K., Knez, Z. and Leitgeb, M. (2021). Bioethanol Production by Enzymatic Hydrolysis from Different Lignocellulosic Sources. Molecules, 26: 753. https://doi.org/10.3390/molecules26030753.

Wang, J. And Azam, W. (2024). Natural resource scarcity, fossil fuel energy consumption, and total greenhouse gas emission in top emitting countries. GeoScience Frontiers, 15: 101757., https://doi.org/10.1016/j.gsf.2023.101757.

Zhang, J. (2024). Energy access challenge and role of fossil fuels in meeting electricity demand: Promoting renewable energy capacity for sustainable development. GeoScience Frontiers, 15:101873., https://doi.org/10.1016/j.gsf.2024.101873.

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Published

2026-02-25

How to Cite

Onuoha, L. N., Ehiem, J. C., Aviara, N. A., Igbozulike, A. O., & Nwankwojike, B. N. (2026). MODELING AND OPTIMIZATION OF PROCESS CONDITIONS INFLUENCE ON GLUCOSE, XYLOSE AND BIOETHANOL YIELD FROM LIGNOCELLULOSIC WASTE PALM FRUIT BUNCHES. International Journal of Renewable Energy and Environment, 4(1), 172-198. https://doi.org/10.5281/zenodo.18771014

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