Reduction of waste biosolids by RAS-ozonation: Model validation and sensitivity analysis for biosolids reduction and nitrification. (March 2015)
- Record Type:
- Journal Article
- Title:
- Reduction of waste biosolids by RAS-ozonation: Model validation and sensitivity analysis for biosolids reduction and nitrification. (March 2015)
- Main Title:
- Reduction of waste biosolids by RAS-ozonation: Model validation and sensitivity analysis for biosolids reduction and nitrification
- Authors:
- Isazadeh, Siavash
Urbina Rivas, Luis Enrique
Ozdural Ozcer, Pinar
Frigon, Dominic - Abstract:
- Abstract: Biosolids reduction model by return activated sludge ozonation was validated by simulating nitrification data compiled from our pilot-scale and the literature studies. Then, a global sensitivity analysis (GSA) was performed to identify influential and non-influential parameters for biosolids reduction efficiency, change in specific nitrification activity (SNA), and alteration to expected nitrification stability. In general, the model outputs were sensitive to operational and ozone reaction parameters, but not to biochemical parameters. For operational parameters, mainly temperature and initial solids retention time (SRT) influenced all model outputs. For biosolids reduction, increase in the degradability of the influent COD decreased the reduction efficiency. For SNA, the changes were highly dependent on the influent TKN/COD ratio. Our findings also imply that the stability of the nitrification process in ozonated systems should be enhanced at constant MLVSS for warm temperatures, but could be reduced at temperatures below 12 °C and aerated SRTs below 10 days. Graphical abstract: Highlights: Model predicts biosolids reductions and nitrification rates in 2 different years. Initial SRT and temperature influenced most biosolids reduction by ozonation. Model explains how nitrification can both increase and decrease due to ozonation. Nitrifiers' inactivation rate is higher than non-degradable VSS transformation rate. RAS-ozonation could decrease the stability ofAbstract: Biosolids reduction model by return activated sludge ozonation was validated by simulating nitrification data compiled from our pilot-scale and the literature studies. Then, a global sensitivity analysis (GSA) was performed to identify influential and non-influential parameters for biosolids reduction efficiency, change in specific nitrification activity (SNA), and alteration to expected nitrification stability. In general, the model outputs were sensitive to operational and ozone reaction parameters, but not to biochemical parameters. For operational parameters, mainly temperature and initial solids retention time (SRT) influenced all model outputs. For biosolids reduction, increase in the degradability of the influent COD decreased the reduction efficiency. For SNA, the changes were highly dependent on the influent TKN/COD ratio. Our findings also imply that the stability of the nitrification process in ozonated systems should be enhanced at constant MLVSS for warm temperatures, but could be reduced at temperatures below 12 °C and aerated SRTs below 10 days. Graphical abstract: Highlights: Model predicts biosolids reductions and nitrification rates in 2 different years. Initial SRT and temperature influenced most biosolids reduction by ozonation. Model explains how nitrification can both increase and decrease due to ozonation. Nitrifiers' inactivation rate is higher than non-degradable VSS transformation rate. RAS-ozonation could decrease the stability of nitrification at temperatures <12 °C. … (more)
- Is Part Of:
- Environmental modelling & software. Volume 65(2015:Mar.)
- Journal:
- Environmental modelling & software
- Issue:
- Volume 65(2015:Mar.)
- Issue Display:
- Volume 65 (2015)
- Year:
- 2015
- Volume:
- 65
- Issue Sort Value:
- 2015-0065-0000-0000
- Page Start:
- 41
- Page End:
- 49
- Publication Date:
- 2015-03
- Subjects:
- Activated sludge -- ASM3 model -- Biosolids reduction -- Global sensitivity -- Nitrification -- Ozonation -- Sludge
Environmental monitoring -- Computer programs -- Periodicals
Ecology -- Computer simulation -- Periodicals
Digital computer simulation -- Periodicals
Computer software -- Periodicals
Environmental Monitoring -- Periodicals
Computer Simulation -- Periodicals
Environnement -- Surveillance -- Logiciels -- Périodiques
Écologie -- Simulation, Méthodes de -- Périodiques
Simulation par ordinateur -- Périodiques
Logiciels -- Périodiques
Computer software
Digital computer simulation
Ecology -- Computer simulation
Environmental monitoring -- Computer programs
Periodicals
Electronic journals
363.70015118 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13648152 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envsoft.2014.11.009 ↗
- Languages:
- English
- ISSNs:
- 1364-8152
- Deposit Type:
- Legaldeposit
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