Modeling the anaerobic digestion of cane-molasses vinasse: Extension of the Anaerobic Digestion Model No. 1 (ADM1) with sulfate reduction for a very high strength and sulfate rich wastewater. (15th March 2015)
- Record Type:
- Journal Article
- Title:
- Modeling the anaerobic digestion of cane-molasses vinasse: Extension of the Anaerobic Digestion Model No. 1 (ADM1) with sulfate reduction for a very high strength and sulfate rich wastewater. (15th March 2015)
- Main Title:
- Modeling the anaerobic digestion of cane-molasses vinasse: Extension of the Anaerobic Digestion Model No. 1 (ADM1) with sulfate reduction for a very high strength and sulfate rich wastewater
- Authors:
- Barrera, Ernesto L.
Spanjers, Henri
Solon, Kimberly
Amerlinck, Youri
Nopens, Ingmar
Dewulf, Jo - Abstract:
- Abstract: This research presents the modeling of the anaerobic digestion of cane-molasses vinasse, hereby extending the Anaerobic Digestion Model No. 1 with sulfate reduction for a very high strength and sulfate rich wastewater. Based on a sensitivity analysis, four parameters of the original ADM1 and all sulfate reduction parameters were calibrated. Although some deviations were observed between model predictions and experimental values, it was shown that sulfates, total aqueous sulfide, free sulfides, methane, carbon dioxide and sulfide in the gas phase, gas flow, propionic and acetic acids, chemical oxygen demand (COD), and pH were accurately predicted during model validation. The model showed high (±10%) to medium (10%–30%) accuracy predictions with a mean absolute relative error ranging from 1% to 26%, and was able to predict failure of methanogenesis and sulfidogenesis when the sulfate loading rate increased. Therefore, the kinetic parameters and the model structure proposed in this work can be considered as valid for the sulfate reduction process in the anaerobic digestion of cane-molasses vinasse when sulfate and organic loading rates range from 0.36 to 1.57 kg SO 4 2 − m −3 d −1 and from 7.66 to 12 kg COD m −3 d −1, respectively. Graphical abstract: Highlights: An extension of ADM1 for sulfate reduction was proposed, calibrated & validated. Four parameters of ADM1 & all the sulfate reduction parameters were calibrated. Nine process variables were accuratelyAbstract: This research presents the modeling of the anaerobic digestion of cane-molasses vinasse, hereby extending the Anaerobic Digestion Model No. 1 with sulfate reduction for a very high strength and sulfate rich wastewater. Based on a sensitivity analysis, four parameters of the original ADM1 and all sulfate reduction parameters were calibrated. Although some deviations were observed between model predictions and experimental values, it was shown that sulfates, total aqueous sulfide, free sulfides, methane, carbon dioxide and sulfide in the gas phase, gas flow, propionic and acetic acids, chemical oxygen demand (COD), and pH were accurately predicted during model validation. The model showed high (±10%) to medium (10%–30%) accuracy predictions with a mean absolute relative error ranging from 1% to 26%, and was able to predict failure of methanogenesis and sulfidogenesis when the sulfate loading rate increased. Therefore, the kinetic parameters and the model structure proposed in this work can be considered as valid for the sulfate reduction process in the anaerobic digestion of cane-molasses vinasse when sulfate and organic loading rates range from 0.36 to 1.57 kg SO 4 2 − m −3 d −1 and from 7.66 to 12 kg COD m −3 d −1, respectively. Graphical abstract: Highlights: An extension of ADM1 for sulfate reduction was proposed, calibrated & validated. Four parameters of ADM1 & all the sulfate reduction parameters were calibrated. Nine process variables were accurately predicted during model validation. High (±10%) to medium (10%–30%) accuracy quantitative predictions were achieved. The model was considered as valid to assist the anaerobic digestion of vinasse. … (more)
- Is Part Of:
- Water research. Volume 71(2015)
- Journal:
- Water research
- Issue:
- Volume 71(2015)
- Issue Display:
- Volume 71, Issue 2015 (2015)
- Year:
- 2015
- Volume:
- 71
- Issue:
- 2015
- Issue Sort Value:
- 2015-0071-2015-0000
- Page Start:
- 42
- Page End:
- 54
- Publication Date:
- 2015-03-15
- Subjects:
- ADM1 -- Mathematical modeling -- Simulation -- Sulfate reduction -- Vinasse
ADM1 Anaerobic Digestion Model No. 1 -- aSRB Acetate sulfate reducing bacteria -- COD Chemical oxygen demand -- CI Confidence interval -- COV Covariance matrix -- FIM Fisher information matrix -- hMA Hydrogenotrophic methanogenic archea -- hSRB Hydrogenotrophic sulfate reducing bacteria -- LCFA Long chain fatty acids -- ODE Ordinary differential equation -- OLR Organic loading rate -- pSRB Propionate sulfate reducing bacteria -- SCOD Soluble COD concentration -- SLR Sulfate loading rate -- SRB Sulfate reducing bacteria -- UASB Upflow anaerobic sludge bed -- XCOD Particulate COD concentration
Water -- Pollution -- Research -- Periodicals
363.7394 - Journal URLs:
- http://catalog.hathitrust.org/api/volumes/oclc/1769499.html ↗
http://www.sciencedirect.com/science/journal/00431354 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.watres.2014.12.026 ↗
- Languages:
- English
- ISSNs:
- 0043-1354
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9273.400000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 220.xml