Open Access Open Access  Restricted Access Subscription or Fee Access

Mathematical Modeling of Anaerobic Digestion of Maize Waste: a Case Study

Mohamed Amine Bellahkim(1), Kamal Gueraoui(2*), Ahmed Mzerd(3), Hamid Benbih(4), Samir Men-La-Yakhaf(5), N. A. Zeggwagh(6), Mohamed Taibi(7), Gerald Debenest(8)

(1) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(2) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(3) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(4) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(5) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(6) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(7) Team of Modeling and Simulation in Mechanics and Energy, Energy Center, Faculty of Science, Mohammed V University in Rabat, Morocco
(8) Institute of Fluid Mechanics of Toulouse, France
(*) Corresponding author


DOI: https://doi.org/10.15866/irea.v9i3.19167

Abstract


In the last two decades, the terms waste management and climate conservation have become major worldwide issues with global warming and its opposing sides on the future of the planet. The main purpose of this study is the modeling of Anaerobic Digestion (AD) that can be utilized to analyze various operational strategies in order to recover biogas from Maize Waste (MW). The production of methane is the go of this paper, which requires the inclusion of biological and Physico-chemical models in order to describe the whole process of methanization. One of the best choice in the modeling of such biological issues is the phenomenological model of Anaerobic Digestion (AD), which is the most complete model for wastewater treatment. This model is called ADM1, and it is an integrated model that describes very well the transformation of the Organic Matter (OM) into soluble components, then into biogas as the final phase of this biological conversion. The modeling tools for anaerobic degradation make the subject of this study. The completion of the ADM1 model is done by the resolution of systems of Differential Equations (DE) by a numerical method. In this study, the Runge-Kutta method is used to resolve the ADM1 model.
Copyright © 2021 Praise Worthy Prize - All rights reserved.

Keywords


Model; ADM1; Anaerobic Digestion; Methane; Maize; Runge-Kutta; Degradation

Full Text:

PDF


References


Bellahkim, M., Gueraoui, K., Mahboub, M., Taibi, M., Belgada, R., Debenest, G., Application of the IWA Anaerobic Digestion Model (ADM1) for the Valorization of Maize Residues in Morocco, (2019) International Journal on Engineering Applications (IREA), 7 (6), pp. 220-226.
https://doi.org/10.15866/irea.v7i6.17936

Belgada, R., Gueraoui, K., Mzerd, A., Taibi, M., Ouhimmou, S., Benbih, H., Mathematical and Numerical Modeling of Energy Recovery of Sunflower Waste, (2019) International Journal on Engineering Applications (IREA), 7 (5), pp. 160-168.
https://doi.org/10.15866/irea.v7i5.17707

Rico-Martínez, Ramiro & Rivas, Pasiano&Botello-Alvarez, Enrique & Cano-Gómez, José. (2020). New Model Of Hydrolysis In The Anaerobic Co-Digestion Of Bovine Manure With Vegetablewaste: Modification Of Anaerobic Digestion Model No. 1. Revista mexicana de ingeniería química.
https://doi.org/10.24275/rmiq/bio557

Satpathy, P., Steinigeweg, S., Siefert, E. and Cypionka, H. (2017) Effect of Lactate and Starter Inoculum on Biogas Production from Fresh Maize and Maize Silage. Advances in Microbiology, 7, 358-376.
https://doi.org/10.4236/aim.2017.75030

Li P, Li W, Sun M, Xu X, Zhang B, Sun Y. Evaluation of Biochemical Methane Potential and Kinetics on the Anaerobic Digestion of Vegetable Crop Residues. Energies. 2019; 12(1):26.
https://doi.org/10.3390/en12010026

Blumensaat, F.; Keller, J. Modeling of two-stage anaerobic digestion using the IWA Anaerobic Digestion Model No. 1 (ADM1). Water Res. 2005, 39, 171–183
https://doi.org/10.1016/j.watres.2004.07.024

Parker WJ. Application of the ADM1 model to advanced anaerobic digestion. Bioresource Technology. 2005 Nov; 96(16):1832-1842.
https://doi.org/10.1016/j.biortech.2005.01.022

Mohcine, A., Gueraoui, K., Mahboub, M., Bensalah, H., Rtibi, A., Theoretical and Numerical Modeling of Turbulent Flow Problems in an Anaerobic Digester of Household Waste in Morocco, (2018) International Review of Civil Engineering (IRECE), 9 (1), pp. 40-49.
https://doi.org/10.15866/irece.v9i1.14226

Fezzani, Boubaker&Cheikh, Ridha. (2008). Modeling of the mesophilic anaerobic co-digestion of olive mill wastewater with olive mill solid waste using anaerobic digestion model No. 1 (ADM1). Bioresource technology. 99. 6565-77.
https://doi.org/10.1016/j.biortech.2007.11.035

Men-la-yakhaf, S., Gueraoui, K., Maaouni, A., Driouich, M., Numerical and Mathematical Modeling of Reactive Mass Transfer and Heat Storage Installations of Argan Waste, (2014) International Review of Mechanical Engineering (IREME), 8 (1), pp. 236-240.
https://doi.org/10.15866/ireme.v8i1.1265

Samir Men-La-Yakhaf, Kamal Gueraoui, Mohamed Driouich, Mohamed Sammouda
Numerical and mathematical modeling of reactive mass transfer and heat storage installations of palms waste,Applied Mathematical Sciences, Vol. 9, 2015, no. 102, 5055-5063.
https://doi.org/10.12988/ams.2015.49730

Paritosh, Kunwar & Kushwaha, Sandeep & Yadav, Monika & Pareek, Nidhi &Chawade, Aakash & Vivekanand, Vivekanand. (2017). Food Waste to Energy: An Overview of Sustainable Approaches for Food Waste Management and Nutrient Recycling. BioMed Research International. 2017. 1-19.
https://doi.org/10.1155/2017/2370927

J. Lauwers, L. Appels, I. P. Thompson, J. Degreve, J. F. Van Impe, ` and R. Dewil, Mathematical modeling of anaerobic digestion of biomass and waste: power and limitations, Progress in Energy and Combustion Science, vol. 39, no. 4, pp. 383–402, 2013
https://doi.org/10.1016/j.pecs.2013.03.003

I. Angelidaki, L. Ellegaard, and B. K. Ahring, A mathematical model for dynamic simulation of anaerobic digestion of complex substrates: focusing on ammonia inhibition, Biotechnology and Bioengineering, vol. 42, no. 2, pp. 159–166, 1993.
https://doi.org/10.1002/bit.260420203

Fritsch C, Staebler A, Happel A, Cubero Márquez MA, Aguiló-Aguayo I, Abadias M, Gallur M, Cigognini IM, Montanari A, López MJ, Suárez-Estrella F, Brunton N, Luengo E, Sisti L, Ferri M, Belotti G. Processing, Valorization and Application of Bio-Waste Derived Compounds from Potato, Tomato, Olive and Cereals: A Review. Sustainability. 2017; 9(8):1492.
https://doi.org/10.3390/su9081492

Ali, Zulfiqar & Hussain, Maqsood & Arshad, Muhammad. (2014). Saccharification of corn cobs an agro-industrial waste by sulphuric acid for the production of monomeric sugars. International Journal of Biosciences. 5. 204-213.
https://doi.org/10.12692/ijb/5.3.204-213

Elegbede, Joseph & Lateef, Agbaje. (2018). Valorization of Corn-Cob by Fungal Isolates for Production of Xylanase in Submerged and Solid State Fermentation Media and Potential Biotechnological Applications. Waste and Biomass Valorization. 9. 1273-1287.
https://doi.org/10.1007/s12649-017-9932-y

Lauwers, Joost & Appels, Lise& Thompson, Ian &Degrève, Jan & Van Impe, Jan &Dewil, Raf. (2013). Mathematical modeling of anaerobic digestion of biomass and waste: Power and limitations. Progress in Energy and Combustion Science. 39. 383–402.
https://doi.org/10.1016/j.pecs.2013.03.003

Pointner, M. &Kuttner, P. &Obrlik, T. &Jäger, Alexander & Kahr, Heike. (2014). Composition of corncobs as a substrate for fermentation of biofuels. Agronomy Research. 12.

Preseela Satpathy, Piotr Biernacki, Heribert Cypionka & Sven Steinigeweg (2016): Modelling anaerobic digestion in an industrial biogas digester: Application of lactate including ADM1 model (Part II), Journal of Environmental Science and Health, Part A,
https://doi.org/10.1080/10934529.2016.1212559

Pan-in, Sopee, Sukasem, Natthanicha. (2017). Methane production potential from anaerobic co-digestions of different animal dungs and sweet corn residuals. Energy Procedia. 138. 943-948.
https://doi.org/10.1016/j.egypro.2017.10.062

Frunzo, Luigi, G. Fermoso, Fernando, Luongo, Vincenzo, Mattei, M. R., Esposito, Giovanni. (2019). ADM1-based mechanistic model for the role of trace elements in anaerobic digestion processes. Journal of Environmental Management. 241.
https://doi.org/10.1016/j.jenvman.2018.11.058

Surra, Elena & Bernardo, Maria & Lapa, Nuno & Esteves, Isabel & Fonseca, Isabel &Mota, José. (2018). Maize cob waste pre-treatments to enhance biogas production through co-anaerobic digestion with OFMSW. Waste Management. 72. 193-205.
https://doi.org/10.1016/j.wasman.2017.11.004

El Kaihal, A., Kifani-Sahban, F., Wahby, I., Gueraoui, K., Mahboub, M., Mohcine, A., Men-La-Yakhaf, S., Mathematical and Numerical Modeling of Microalgae Growth, (2019) International Review of Mechanical Engineering (IREME), 13 (1), pp. 38-46.
https://doi.org/10.15866/ireme.v13i1.16493

Benbih, H., Gueraoui, K., Bensalah, H., Rtibi, A., Belkasmi, Y., Zeggwagh, G., Mathematical and Numerical Modeling of the Suspension of Particles Due to the Air Flow Between Two Rigid Walls, (2018) International Review of Civil Engineering (IRECE), 9 (1), pp. 50-56.
https://doi.org/10.15866/irece.v9i1.14286

Mahboub, M., Gueraoui, K., Men-la-yakhaf, S., Taibi, M., Driouich, M., Mohcine, A., Aberdane, I., Mathematical and Numerical Modeling for Energy Valorization of Sugarcane, (2018) International Review of Civil Engineering (IRECE), 9 (5), pp. 194-201.
https://doi.org/10.15866/irece.v9i5.10864

Jeppsson, Ulf & Rosen, Christian. (2006). Aspects on ADM1 Implementation within the BSM2 Framework.

D.J. Batstone, J. Keller, I. Angelidaki, S.V. Kalyuzhnyi, S.G. Pavlostathis, A. Rozzi, W.T.M. Sanders, H. Siegrist, V.A. Vavilin; The IWA Anaerobic Digestion Model No 1 (ADM1). Water Sci Technol 1 May 2002; 45 (10): 65–73.
https://doi.org/10.2166/wst.2002.0292

Laabyech, A., Men-la-yakhaf, S., Kifani-Sahban, F., Gueraoui, K., Wahby, I., Effects of the Variation of Organic Carbon Rate on the Biogas Production During Anaerobic Digestion, (2018) International Review of Mechanical Engineering (IREME), 12 (10), pp. 854-859.
https://doi.org/10.15866/ireme.v12i10.15399

Belgada, R., Gueraoui, K., Mzerd, A., Bellahkim, M., Benbih, H., A Biological Degradation Model of Sunflower Waste with Comparison of the Growth Profiles of Microorganisms Between the Meal and the Complete Sunflower Seed, (2020) International Journal on Engineering Applications(IREA),8(3),pp.107-117.
https://doi.org/10.15866/irea.v8i3.18579


Refbacks

  • There are currently no refbacks.



Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2021 Praise Worthy Prize