Abstract
Anaerobic digestion is one of the most commonly accepted processes applied for the stabilization and treatment of primary sludge generated in municipal wastewater treatment plants enabling energy recovery via biogas production. Understanding and optimizing anaerobic sludge digesters play a key role in sustainability of wastewater treatment plants. Mathematical modeling of biological treatment systems provides several advantages such as better understanding of biochemical processes, interrelations of different biomass types, and impact of environmental conditions on the treatment plant performance. This research presents the modeling of a full-scale anaerobic sludge digester by implementing Anaerobic Digestion Model No. 1 with a limited number of monitored parameters. Model calibration was carried out using a long-term data set. The accuracy of the optimized parameter sets was assessed against measured data obtained from the full-scale sludge digester. The model could predict the methane flow and effluent chemical oxygen demand concentration in good agreement with the measured data. Therefore, the validated model can be used to predict full-scale sludge digester performance under dynamic loadings, and to optimize methane production at different operation conditions.
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References
Miron Y, Zeeman G, van Lier JB, Lettinga G (2000) The role of sludge retention time in the hydrolysis and acidification of lipids, carbohydrates and proteins during digestion of primary sludge in CSTR systems. Water Res 34:1705–1713
Tchobanoglous G, Stensel HD, Tsuchihashi R, Burton F (2014) Wastewater engineering: treatment and resource recovery, 5th edn. McGraw-Hill, Singapore
Carlsson M, Lagerkvist A, Morgan-Sagastume F (2016) Energy balance performance of municipal wastewater treatment systems considering sludge anaerobic biodegradability and biogas utilisation routes. J Environ Chem Eng 4:4680–4689
Wang P, Yu Z, Zhao J, Zhang H (2018) Do microbial communities in an anaerobic bioreactor change with continuous feeding sludge into a full-scale anaerobic digestion system? Bioresour Technol 249:89–98
Appels L, Baeyens J, Degreve J, Dewil R (2008) Principles and potential of the anaerobic digestion of waste-activated sludge. Prog Energy Combust 34:755–781
Mustafa N, Elbeshbishy E, Nakhla G, Zhu J (2014) Anaerobic digestion of municipal wastewater sludges using anaerobic fluidized bed bioreactor. Bioresour Technol 172:461–466
Shang Y, Johnson R, Sieger R, Forbes R (2005) Evaluation of the IWA anaerobic digestion model (ADM1) for simulating full-scale anaerobic sewage sludge digestion. Water Sci Technol 52:487–492
Batstone DJ, Keller J, Angelidaki I, Kalyuzhnyi SV, Pavlostathis SG, Rozzi A, Sanders WTM, Siegrist H, Vavilin VA (2002) Anaerobic digestion model no.1, scientific and technical report no.13. IWA Publishing, London
Parker WJ (2005) Application of the ADM1 model to advanced anaerobic digestion. Bioresour Technol 96:1832–1842
Batstone DJ, Keller J, Steyer JP (2006) A review of ADM1 extensions, applications, and analysis: 2002–2005. Water Sci Technol 54:1–10
Ersahin ME, Insel G, Dereli RK, Ozturk I, Kinaci C (2007) Model based evaluation for the anaerobic treatment of corn processing wastewaters. Clean 35:576–581
Fezzani B, Cheikh RB (2008) Implementation of IWA Anaerobic Digestion Model No. 1 (ADM1) for simulating the thermophilic anaerobic co-digestion of olive mill wastewater with olive mill solid waste in a semi-continuous tubular digester. Chem Eng J 141:75–88
Derbal K, Bencheikh-Lehocine M, Cecchi F, Meniai AH, Pavan P (2009) Application of the IWA ADM1 model to simulate anaerobic co-digestion of organic waste with waste activated sludge in mesophilic condition. Bioresour Technol 100:1539–1543
Dereli RK, Ersahin ME, Ozgun H, Ozturk I, Aydin AF (2010) Applicability of Anaerobic Digestion Model No 1 (ADM1) for a specific industrial wastewater: opium alkaloid effluents. Chem Eng J 165:89–94
Astals S, Esteban-Gutierrez M, Fernandez-Arevalo T, Aymerich E, Garcia-Heras JL, Mata-Alvarez J (2013) Anaerobic digestion of seven different sewage sludges: a biodegradability and modelling study. Water Res 47:6033–6043
Barrera EL, Spanjers H, Solon K, Amerlinck Y, Nopens I, Dewulf J (2015) Modeling the anaerobic digestion of canemolasses vinasse: extension of the Anaerobic Digestion Model No. 1 (ADM1) with sulfate reduction for a very high strength and sulfate rich wastewater. Water Res 71:42–54
Lohani SP, Wang S, Lackner S, Horn H, Khanal SN, Bakke R (2016) ADM1 modeling of UASB treating domestic wastewater in Nepal. Renew Energy 95:263–268
Beline F, Rodriguez-Mendez R, Girault R, Le Bihan Y, Lessard P (2017) Comparison of existing models to simulate anaerobic digestion of lipid-rich waste. Bioresour Technol 226:99–107
Nordlander E, Thorin E, Yan J (2017) Investigating the possibility of applying an ADM1 based model to a full-scale co-digestion plant. Biochem Eng J 120:73–83
Jeong HS, Suh CW, Lim JL, Lee SH, Shin HS (2005) Analysis and application of ADM1 for anaerobic methane production. Bioprocess Biosyst Eng 27(2):81–89
Aboulfotoh AM (2018) Anaerobic digestion model no. 1 simulation of high solids anaerobic digestion with feasibility study for El Gabal El Asfar Water Resource Recovery Facility. Water Environ Res 90(3):197–205
Uhlenhut F, Schluter K, Gallert C (2018) Wet biowaste digestion: ADM1 model improvement by implementation of known genera and activity of propionate oxidizing bacteria. Water Res 129:384–393
Bai J, Liu H, Yin B, Ma H, Chen X (2017) Modified ADM1 for modeling free ammonia inhibition in anaerobic acidogenic fermentation with high-solid sludge. J Environ Sci 52:58–65
Bułkowska K, Bialobrzewski I, Klimiuk E, Pokoj 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. Renew Energy 126:163–176
Kleerebezem R, van Loosdrecht MCM (2006) Waste characterization for implementation in ADM1. Water Sci Technol 54:167–174
Ozkan-Yucel UG, Gökçay CF (2010) Application of ADM1 model to a full-scale anaerobic digester under dynamic organic loading conditions. Environ Technol 31:633–640
DWA-A 216E (2015) Energy check and energy analysis—instruments to optimise the energy usage of wastewater systems. German Association for Water, Wastewater and Waste (DWA), Hennef
Lauwers J, Appels L, Thompson IP, Degreve J, Van Impe JF, Dewil R (2013) Mathematical modelling of anaerobic digestion of biomass and waste: power and limitations. Prog Energy Combust 39:383–402
Wett B, Buchauer K, Fimml C (2007) Energy self-sufficiency as a feasible concept for wastewater treatment systems. In: IWA leading edge technology conference: Asian water, Singapore, pp 21–24
Dereli RK, Ersahin ME, Gomec CY, Ozturk I, Ozdemir O (2010) Co-digestion of the organic fraction of municipal solid waste with primary sludge at a municipal wastewater treatment plant in Turkey. Waste Manag Res 28:404–410
Reichert P, Ruchti J, Simon W (1998) Aquasim 2.0. Swiss Federal Institute for Environmental Science and Technology (EAWAG), Dübendorf
Poggio D, Walker M, Nimmo W, Ma L, Pourkashanian M (2016) Modelling the anaerobic digestion of solid organic waste—substrate characterisation method for ADM1 using a combined biochemical and kinetic parameter estimation approach. Waste Manag 53:40–54
Mottet A, Francois E, Latrille E, Steyer JP, Deleris S, Vedrenne F, Carr-re H (2010) Estimating anaerobic biodegradability indicators for waste activated sludge. Chem Eng J 160:488–496
Wichern M, Lubken M, Schlattmann M, Gronauer A, Horn H (2008) Investigations and mathematical simulation on decentralized anaerobic treatment of agricultural substrate from livestock farming. Water Sci Technol 58(1):67–72
Tartakovsky B, Mu SJ, Zeng Y, Lou SJ, Guiot SR, Wu P (2008) Anaerobic Digestion Model No. 1-based distributed parameter model of an anaerobic reactor: II. Model validation. Bioresour Technol 99(9):3676–3684
Meerburg FA, Boon N, Winckel TW, Pauwels KTG, Vlaeminck SE (2016) Live fast, die young: optimizing retention times in high-rate contact stabilization for maximal recovery of organics from wastewater. Environ Sci Technol 50:9781–9790
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Ersahin, M.E. Modeling the dynamic performance of full-scale anaerobic primary sludge digester using Anaerobic Digestion Model No. 1 (ADM1). Bioprocess Biosyst Eng 41, 1539–1545 (2018). https://doi.org/10.1007/s00449-018-1981-5
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DOI: https://doi.org/10.1007/s00449-018-1981-5