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Parameter estimation and long-term process simulation of a biogas reactor operated under trace elements limitation

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  • Lübken, Manfred
  • Koch, Konrad
  • Gehring, Tito
  • Horn, Harald
  • Wichern, Marc

Abstract

The Anaerobic Digestion Model No. 1 (ADM1) was modified to describe the long-term process stability of a two-stage agricultural biogas system operated for 494days with a mono-substrate. The ADM1 model fraction for carbohydrates was divided into a slowly and readily degradable part. Significant different hydrolysis rate constants were found for proteins and single fractions of carbohydrates in batch experiments. Degradation of starch, xylan (hemicellulose), cellulose and zein (protein) were modeled with first order hydrolysis rate coefficients of 1.20d−1, 0.70d−1, 0.18d−1 and 0.30d−1, respectively. While the hydrolysis rate coefficients found in batch experiments could be used for predicting continuous process data, the statistically calculated confidence regions (nonlinear parameter estimation) showed that the upper limits were unbounded. Single discrepancies between measured and modeled process data of the two-stage pilot system could be explained by the lack of bioavailability of trace elements. Addition of iron, as Fe(III)Cl3, allowed stable process conditions for an organic loading rate (OLR) up to 2.5gVSL−1d−1. Additional supplement of trace elements was necessary for process operation at OLRs above 2.5gVSL−1d−1.

Suggested Citation

  • Lübken, Manfred & Koch, Konrad & Gehring, Tito & Horn, Harald & Wichern, Marc, 2015. "Parameter estimation and long-term process simulation of a biogas reactor operated under trace elements limitation," Applied Energy, Elsevier, vol. 142(C), pages 352-360.
    • Handle: RePEc:eee:appene:v:142:y:2015:i:c:p:352-360
    DOI: 10.1016/j.apenergy.2015.01.014
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    1. Browne, James D. & Allen, Eoin & Murphy, Jerry D., 2014. "Assessing the variability in biomethane production from the organic fraction of municipal solid waste in batch and continuous operation," Applied Energy, Elsevier, vol. 128(C), pages 307-314.
    2. Ortner, Markus & Rachbauer, Lydia & Somitsch, Walter & Fuchs, Werner, 2014. "Can bioavailability of trace nutrients be measured in anaerobic digestion?," Applied Energy, Elsevier, vol. 126(C), pages 190-198.
    3. Kaparaju, Prasad & Serrano, María & Angelidaki, Irini, 2010. "Optimization of biogas production from wheat straw stillage in UASB reactor," Applied Energy, Elsevier, vol. 87(12), pages 3779-3783, December.
    4. Koch, Konrad & Helmreich, Brigitte & Drewes, Jörg E., 2015. "Co-digestion of food waste in municipal wastewater treatment plants: Effect of different mixtures on methane yield and hydrolysis rate constant," Applied Energy, Elsevier, vol. 137(C), pages 250-255.
    5. Koch, Konrad & Drewes, Jörg E., 2014. "Alternative approach to estimate the hydrolysis rate constant of particulate material from batch data," Applied Energy, Elsevier, vol. 120(C), pages 11-15.
    6. Zamalloa, Carlos & Boon, Nico & Verstraete, Willy, 2012. "Anaerobic digestibility of Scenedesmus obliquus and Phaeodactylum tricornutum under mesophilic and thermophilic conditions," Applied Energy, Elsevier, vol. 92(C), pages 733-738.
    7. Sambusiti, C. & Ficara, E. & Malpei, F. & Steyer, J.P. & Carrère, H., 2013. "Effect of sodium hydroxide pretreatment on physical, chemical characteristics and methane production of five varieties of sorghum," Energy, Elsevier, vol. 55(C), pages 449-456.
    8. Mendez, Lara & Mahdy, Ahmed & Ballesteros, Mercedes & González-Fernández, Cristina, 2014. "Methane production of thermally pretreated Chlorella vulgaris and Scenedesmus sp. biomass at increasing biomass loads," Applied Energy, Elsevier, vol. 129(C), pages 238-242.
    9. Zhen, Guangyin & Lu, Xueqin & Li, Yu-You & Zhao, Youcai, 2014. "Combined electrical-alkali pretreatment to increase the anaerobic hydrolysis rate of waste activated sludge during anaerobic digestion," Applied Energy, Elsevier, vol. 128(C), pages 93-102.
    10. Thamsiriroj, T. & Nizami, A.S. & Murphy, J.D., 2012. "Why does mono-digestion of grass silage fail in long term operation?," Applied Energy, Elsevier, vol. 95(C), pages 64-76.
    11. Martinez, E. & Marcos, A. & Al-Kassir, A. & Jaramillo, M.A. & Mohamad, A.A., 2012. "Mathematical model of a laboratory-scale plant for slaughterhouse effluents biodigestion for biogas production," Applied Energy, Elsevier, vol. 95(C), pages 210-219.
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    2. Begum, Sameena & Ahuja, Shruti & Anupoju, Gangagni Rao & Kuruti, Kranti & Juntupally, Sudharshan & Gandu, Bharath & Ahuja, D.K., 2017. "Process intensification with inline pre and post processing mechanism for valorization of poultry litter through high rate biomethanation technology: A full scale experience," Renewable Energy, Elsevier, vol. 114(PB), pages 428-436.
    3. Bułkowska, K. & Białobrzewski, I. & Klimiuk, E. & Pokój, T., 2018. "Kinetic parameters of volatile fatty acids uptake in the ADM1 as key factors for modeling co-digestion of silages with pig manure, thin stillage and glycerine phase," Renewable Energy, Elsevier, vol. 126(C), pages 163-176.
    4. Tsapekos, P. & Kougias, P.G. & Treu, L. & Campanaro, S. & Angelidaki, I., 2017. "Process performance and comparative metagenomic analysis during co-digestion of manure and lignocellulosic biomass for biogas production," Applied Energy, Elsevier, vol. 185(P1), pages 126-135.
    5. Tsapekos, Panagiotis & Lovato, Giovanna & Domingues Rodrigues, José Alberto & Alvarado-Morales, Merlin, 2024. "Amendments to model frameworks to optimize the anaerobic digestion and support the green transition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 197(C).
    6. Dandikas, Vasilis & Heuwinkel, Hauke & Lichti, Fabian & Eckl, Thomas & Drewes, Jörg E. & Koch, Konrad, 2018. "Correlation between hydrolysis rate constant and chemical composition of energy crops," Renewable Energy, Elsevier, vol. 118(C), pages 34-42.

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