Citation: Boumediene Benyahia, Tewfik Sari. Effect of a new variable integration on steady states of a two-step Anaerobic Digestion Model[J]. Mathematical Biosciences and Engineering, 2020, 17(5): 5504-5533. doi: 10.3934/mbe.2020296
[1] | M. J. Wade, J. Harmand, B. Benyahia, T. Bouchez, S. Chaillou, B. Cloez, et al., Perspectives in mathematical modelling for microbial ecology, Ecol. Model., 321 (2016), 64-74. |
[2] | S. Di, A. Yang, Analysis of productivity and stability of synthetic microbial communities, J. R. Soc. Interface, 16 (2019), 20180859. |
[3] | T. Sari, M. El Hajji, J. Harmand, The mathematical analysis of a syntrophic relationship between two microbial species in a chemostat, Math. Biosci. Eng., 9 (2012), 627-645. |
[4] | M. El Hajji, F. Mazenc, J. Harmand, A mathematical study of a syntrophic relationship of a model of anaerobic digestion process, Math. Biosci. Eng., 7 (2010), 641-656. |
[5] | D. J. Batstone, J. Keller, I. Angelidaki, S. V. Kalyuzhnyi, S. G. Pavlostathis, A. Rozzi, et al., The IWA Anaerobic Digestion Model No 1 (ADM1), Water Sci. Technol., 45 (2002), 65-73. |
[6] | Z. Khedim, B. Benyahia, B. Cherki, T. Sari, J. Harmand, Effect of control parameters on biogas production during the anaerobic digestion of protein-rich substrates, Appl. Math. Model., 61 (2018), 351-376. |
[7] | T. Sari, J. Harmand, A model of a syntrophic relationship between two microbial species in a chemostat including maintenance, Math. Biosci., 275 (2016), 1-9. |
[8] | T. Sari, M. J. Wade, Generalised approach to modelling a three-tiered microbial food-web, Math. Biosci., 291 (2017), 21-37. |
[9] | M. J. Wade, Not Just Numbers: Mathematical Modelling and Its Contribution to Anaerobic Digestion Processes, Processes, 8 (2020), 888. |
[10] | D. J. Batstone, D. Puyol, X. Flores-Alsina, R. Jorge, Mathematical modelling of anaerobic digestion processes: applications and future needs, Rev. Environ. Sci. Biotechnol., 14 (2015), 595-613. |
[11] | O. Bernard, Z. Hadj-Sadock, D. Dochain, A. Genovesi, J. P. Steyer, Dynamical model development and parameter identification for an anareobic wastewater treatment process, Biotechnol. Bioeng., 75 (2001), 424-438. |
[12] | O. Bernard, G. Bastin, On the estimation of the pseudo-stoichiometric matrix for macroscopic mass balance modelling of biotechnological processes, Math. Biosci., 193 (2005), 51-77. |
[13] | J. A. Arzate, M. Kirstein, F. C. Ertem, E. Kielhorn, H. R. Malule, P. Neubauer, et al., Anaerobic Digestion Model (AM2) for the Description of Biogas Processes at Dynamic Feedstock Loading Rates, Chem. Ing. Tech., 89 (2017), 686-695. |
[14] | V. Alcaraz-González, J. Harmand, A. Rapaport, J. P. Steyer, V. González-Alvarez, C. Pelayo-Ortiz, Software sensors for highly uncertain WWTPs: a new approach based on interval observers, Water Res., 36 (2002), 2515-2524. |
[15] | V. Alcaraz-González, J. P. Steyer, J. Harmand, A. Rapaport, V. González-Alvarez, C. Pelayo-Ortiz, Application of a Robust Interval Observer to an Anaerobic Digestion Process, Dev. Chem. Eng. Miner. Process., 13 (2008), 267-278. |
[16] | B. Benyahia, T. Sari, B. Cherki, J. Harmand, Bifurcation and stability analysis of a two step model for monitoring anaerobic digestion processes, J. Process Control, 22 (2012), 1008-1019. |
[17] | T. Sari, B. Benyahia, The operating diagram for a two-step anaerobic digestion model, preprint, https://hal.inrae.fr/hal-02557464, (2020). |
[18] | M. Sbarciog, M. Loccufier, E. Noldus, Determination of appropriate operating strategies for anaerobic digestion systems, Biochem. Eng. J., 51 (2010), 180-188. |
[19] | J. Hess, O. Bernard, Design and study of a risk management criterion for an unstable anaerobic wastewater treatment process, J. Process Control, 18 (2008), 71-79. |
[20] | N. Dimitrova, M. Krastanov, Nonlinear stabilizing control of an uncertain bioprocess model, Int. J. Appl. Math. Comput. Sci., 19 (2009), 441-454. |
[21] | A. Donoso-Bravo, P. Gajardo, M. Sebbah, D. Vicencio, Comparison of performance in an anaerobic digestion process: one-reactor vs two-reactor configurations, Math. Biosci. Eng., 16 (2019), 2447-2465. |
[22] | M. Weedermann, Analysis of a model for the effects of an external toxin on anaerobic digestion, Math. Biosci. Eng., 9 (2012), 445-459. |
[23] | O. H. Abdelkader, A. H. Abdelkader, Modeling Anaerobic Digestion Using Stochastic Approaches, Trends in Biomathematics: Mathematical Modeling for Health, Harvesting, and Population Dynamics. Springer International Publishing, 99 (2019), 373-396. |
[24] | S. Hassam, E. Ficara, A. Leva, J. Harmand, A generic and systematic procedure to derive a simplified model from the Anaerobic Digestion Model No. 1 (ADM1), Biochem. Eng. J., 99 (2015), 193-203. |
[25] | B. Benyahia, T. Sari, B. Cherki, J. Harmand, Anaerobic membrane bioreactor modeling in the presence of Soluble Microbial Products (SMP) - the Anaerobic Model AM2b, Chem. Eng. J., 228 (2013), 1011-1022. |
[26] | A. Charfi, N. Thongmak, B. Benyahia, M. Aslam, J. Harmand, N. Ben Amar, et al., A modelling approach to study the fouling of an anaerobic membrane bioreactor for industrial wastewater treatment, Bioresour. Technol., 245 (2017), 207-215. |
[27] | B. Benyahia, A. Charfi, M. Heran, B. Cherki, N. Kalboussi, J. Harmand, Coupling a simple and generic membrane fouling model with biological dynamics: application to the modeling of an Anaerobic Membrane BioReactor (AnMBR), preprint, https://hal.inrae.fr/hal-02558408, (2020). |
[28] | A. Charfi, E. Parka, M. Aslam, J. Kim, Particle-sparged anaerobic membrane bioreactor with fluidized polyethylene terephthalate beads for domestic wastewater treatment: Modelling approach and fouling control, Bioresour. Technol., 258 (2018), 263-269. |
[29] | Á. Robles, M. V. Ruano, A. Charfi, G. Lesage, M. Heran, J. Harmand, et al., A review on anaerobic membrane bioreactors (AnMBRs) focused on modelling and control aspects, Bioresour. Technol., 270 (2018), 612-626. |
[30] | F. Campillo, M. Chebbi, S. Toumi, Stochastic modeling for biotechnologies: Anaerobic model AM2b, Math. Biol. Environ., 28 (2019), 13-23. |
[31] | O. Hadj Abdelkader, Méthodes stochastiques pour la modélisation et l'identification des bioprocédés de digestion anáerobie, Ph.D Thesis, Tlemcen University, 2019. |
[32] | G. Bastin, D. Dochain, On-line Estimation and Adaptive Control of Bioreactors, Elsevier, 1990. |
[33] | B. Benyahia, Modélisation et Observation des Bioprocédés à Membranes: Application à la digestion anáerobie, Ph.D Thesis, Tlemcen University, 2012. |