A kinetic modeling for carbon metabolism in sequencing batch reactor under multiple aerobic/anoxic conditions

Applied Microbiology and Biotechnology

Volumn 96, Issue 1, 2012, Pages 241-252

  Fan, Ji ^a,b   Vanrolleghem, Peter A ^b   Lu, Shuguang ^a  

^a EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b UNIVERSITÉ LAVAL   (Canada)

Author keywords

Activated sludge modeling; Biological wastewater treatment; SBR; Simultaneous substrate storage and biomass growth process (SSSG); SMPs

Indexed keywords

ACTIVATED SLUDGE; BIOLOGICAL WASTE WATER TREATMENT; BIOMASS GROWTH; SBR; SMPS;

CARBON; CHEMICAL OXYGEN DEMAND; COMPUTER SIMULATION; ECOLOGY; EFFLUENTS; ENERGY UTILIZATION; KINETIC THEORY; KINETICS; METABOLISM; PHYSIOLOGY; SHAPE MEMORY EFFECT;

ACTIVATED SLUDGE PROCESS;

DISSOLVED OXYGEN; NITRATE; NITROGEN;

ACTIVATED SLUDGE; BIOMASS; BIOREACTOR; CARBON; CHEMICAL ENVIRONMENTAL CONDITIONS; CHEMICAL OXYGEN DEMAND; DISSOLVED OXYGEN; METABOLISM; NITRATE; NITROGEN; POLLUTANT REMOVAL; REACTION KINETICS; WASTEWATER; WATER TREATMENT;

ACTIVATED SLUDGE; AERATION; ARTICLE; CARBON METABOLISM; CARBON SOURCE; CHEMICAL OXYGEN DEMAND; ENERGY COST; KINETICS; NITROGEN DYNAMICS; SEQUENCING BATCH REACTOR; SIMULATION; SIMULTANEOUS SUBSTRATE STORAGE AND BIOMASS GROWTH; SOLUBLE MICROBIAL PRODUCT; WASTE WATER TREATMENT PLANT;

AEROBIOSIS; ANAEROBIOSIS; BIOREACTORS; CARBON; KINETICS; MODELS, STATISTICAL; SEWAGE; WATER PURIFICATION;

EID: 84866047653     PISSN: 01757598     EISSN: 14320614     Source Type: Journal    
DOI: 10.1007/s00253-011-3729-x     Document Type: Article

References (48)

1. APHA (1999) Standard methods for the examination of water and wastewater (20th edition). American Public Health Association, Washington DC
2. Barker DJ, Stuckey DC (1999) A review of soluble microbial products (SMP) in wastewater treatment systems. Water Res 33(14):3063-3082
3. Beccari M, Dionisi D, Giuliani A, Majone M, Ramadori R (2002) Effect of different carbon sources on aerobic storage by activated sludge. Water Sci Technol 45(6):157-168
4. Benu JJ, Paletta F, van Loosdrecht MCM, Heijnen JJ (2000) Stoichiometry and kinetics of poly-β-hydroxybutyrate metabolism in aerobic, slow growing activated sludge cultures. Biotechnol Bioeng 67(4):379-389
5. Benu JJ, Dircks K, van Loosdrecht MCM, Heijnen JJ (2002) Poly-B hydroxybutyrate metabolism in dynamically fed mixed microbial cultures. Water Res 36:1167-1180
6. Boero VJ, Eckenfelder WW Jr, Bowers AR (1991) Soluble microbial product formation in biological systems. Water Sci Technol 23(4-6):1067-1076
7. Carucci A, Dionisi D, Majone M, Rolle E, Smurra P (2001) Aerobic storage by activated sludge on real wastewater. Water Res 35:3833-3844
8. Chang CH, Hao OJ (1996) Sequencing batch reactor system for nutrient removal: ORP and pH profiles. J Chem Technol Biotechnol 67:27-38
9. Chang HY, Ouyang CF (2000) Improvement of nitrogen and phosphorus removal in the anaerobic-oxic-anoxic-oxic (AOAO) process by stepwise feeding. Water Sci Technol 42:89-94
10. Corominas Ll, Sin G, Puig S, Dolors Balaguer M, Vanrolleghem PA, Colprim J (2011) Modified calibration protocol evaluated in a model-based testing of SBR flexibility. Bioproc Biosyst Eng 34:205-214
11. de Silva DGV, Rittmann BE (2000) Nonsteady-state modeling of multispecies activated sludge process. Water Environ Res 72(5):554-565
12. Demuynck C, Vanrolleghem PA, Mingneau C, Liessens J, Verstraete W (1994) NDBEPR process optimization in SBRs: reduction of external carbon source and oxygen supply. Water Sci Technol 30(4):169-179
13. Dircks K, Henze M, van Loosdrecht MCM, Mosbaek H, Aspegren H (2001) Storage and degradation of poly-B-hydroxybutyrate in activated sludge under aerobic conditions. Water Res 35:277-2285
14. Fan J, Lu SG, Qiu ZF, Wang XX, Li WZ (2009) An activated sludge model based on activated sludge model number 3 for full-scale wastewater treatment plant simulation. Environ Technol 30(7):641-649
15. Furumai H, Rittmann BE (1992) Advanced modeling of mixed populations of heterotrophs and nitrifiers considering the formation and exchange of soluble microbial products. Water Sci Technol 26:493-502
16. Ge S, Peng Y, Wang S, Guo J, Ma B, Zhang L, Cao X (2010) Enhanced nutrient removal in a modified step feed process treating municipal wastewater with different inflow distribution ratios and nutrient ratios. Bioresour Technol 101:9012-9019
17. Gujer W, Henze M, Takahashi M, van Loosdrecht MCM (1999) Activated sludge model no. 3. Water Sci Technol 29(1):183-193
18. Guo J, Yang Q, Peng Y, Yang A, Wang S (2007) Biological nitrogen removal with real-time control using step-feed SBR technology. Enzyme Microb Technol 40:1564-1569
19. Henze M (1992) Characterization of wastewater for modeling of activated sludge processes. Water Sci Technol 25(6):1-15
20. Henze M, Gujer W, Mino T, van Loosdrecht MCM (2000) Activated sludge models ASM1, ASM2, ASM2d and ASM3. IWA Scientific and technical report no. 9 IWA, London.
21. Hulsbeek JJW, Kruit J, Roeleveld PJ, Van Loosdrecht MCM (2002) A practical protocol for dynamic modeling of activated sludge systems. Water Sci Technol 45(6):127-136
22. Jiang T, Myngheer S, De Pauw DJW, Spanjers H, Nopens I, Kennedy MD, Amy G, Vanrolleghem PA (2008) Modelling the production and degradation of soluble microbial products (SMP) in membrane bioreactors (MBR). Water Res 42(20):4955-4964
23. Karahan-Gül Ö, van Loosdrecht MCM, Orhon D (2003) Modification of activated sludge no.3 considering direct growth on primary substrate. Water Sci Technol 47(11):219-225
24. Katsogiannis AN, Kornaros M, Lyberatos G (2003) Enhanced nitrogen removal in SBRs bypassing nitrate generation accomplished by multiple aerobic/anoxic phase pairs. Water Sci Technol 47(11):53-59
25. Krishna C, van Loosdrecht MCM (1999) Substrate flux into storage and growth in relation to activated sludge modelling. Water Res 33(14):3149-3161
26. Larrea L, Larrea A, Ayesa E, Rodrigo JC, Lopez-Carrasco MD, Cortacans JA (2001) Development and verification of design and operation criteria for the step feed process with nitrogen removal. Water Sci Technol 43:261-268
27. Laspidou CS, Rittmann BE (2002) A unified theory for extracellular polymeric substances, soluble microbial products, and active and inert biomass. Water Res 36(11):2711-2720
28. Lin YF, Jing SR (2001) Characterization of denitrification and nitrification in a step-feed alternating anoxic-oxic sequencing batch reactor. Water Environ Res 73(5):526-533
29. Logan BE, Wagenseller GA (2000) Molecular size distributions of dissolved organic matter in wastewater transformed by treatment in a full-scale trickling filter. Water Environ Res 72(3):277-281
30. Lu SG, Imai T, Ukita M, Sekine M, Higuchi T (2002) Modeling prediction of membrane bioreactor process with the concept of soluble microbial product. Water Sci Technol 46(11-12):63-70
31. Majone M, Massanisso P, Ramadori R (1998) Comparison of carbon storage under aerobic and anoxic conditions. Water Sci Technol 38:77-84
32. Ni BJ, Yu HQ (2008) Growth and storage processes in aerobic granules grown on soybean wastewater. Biotechnol Bioeng 100(4):664-672
33. Noguera DR, Araki N, Rittmann BE (1994) Soluble microbial products (SMP) in anaerobic chemostats. Biotechnol Bioeng 44(9):1040-1047
34. Nyberg U, Aspegren H, Andersson B, Jansen JLC, Villadsen IS (1992) Full-scale application of nitrogen removal with methanol as carbon source. Water Sci Technol 26(5-6):1077-1086
35. Oliveira-Esquerre KP, Narita H, Yamato N, Funamizu N, Watanabe Y (2006) Incorporation of the concept of microbial product formation into ASM3 and the modeling of a membrane bioreactor for wastewater treatment. Braz J Chem Eng 23(4):461-471
36. Orhon D, Artan N, CimŚit Y (1989) The concept of soluble residual product formation in the modeling of activated sludge. Water Sci Technol 21(4-5):339-350
37. Pai TY, Tsai YP, Chou YJ, Chang HY, Leu HG, Ouyang CF (2004) Microbial kinetic analysis of three different types of EBNR process. Chemosphere 55:109-118
38. Pratt S, Yuan Z, Keller J (2004) Modelling aerobic carbon oxidation and storage by integrating respirometric, titrimetric, and off-gas CO2 measurements. Biotechnol Bioeng 88:135-147
39. Pulg S, Vives MT, Ll C, Balaguer MD, Colprim J (2004) Wastewater nitrogen removal in SBRs, applying a step-feed strategy: from lab-scale to pilot-plant operation. Water Sci Technol 50(10):89-96
40. Rittmann BE, McCarty PL (2001) Environmental biotechnology: principles and applications. McGrawHil, New York
41. Rittmann BE, Bae W, Namkung E, Lu CJ (1987) A critical evaluation of microbial product formation in biological processes. Water Sci Technol 19(3-4):517-528
42. Sin G, Guisasola A, De Pauw DJW, Baeza JA, Carrera J, Vanrolleghem PA (2005) A new approach for modelling simultaneous storage and growth processes for activated sludge systems under aerobic conditions. Biotechnol Bioeng 92(5):600-613
43. Sobol IM (1993) Sensitivity analysis for non-linear mathematical model. Math Modelling Comput Exp 1:407-414
44. Takacs I, Patry GG, Nolasco D (1991) A dynamic model of the clarification-thickening process. Water Res 25(10):1263-1271
45. Tam NFY, Wong YS, Leung G (1992) Effect of exogenous carbon sources on removal of inorganic nutrients by the nitrification denitrification process. Water Res 26:12-29
46. van Loosdrecht MCM, Pot MA, Heijnen JJ (1997) Importance of bacterial storage polymers in bioprocesses. Water Sci Technol 35(1):41-47
47. Vanrolleghem PA, Insel G, Petersen B, Sin G, De Pauw D, Nopens I, Dovermann H, Weijers S, Gernaey K (2003) A comprehensive model calibration procedure for activated sludge models. In: Proceedings 76th annual WEF conference and exposition. Los Angeles, USA, October 11-15
48. Zhu GB, Peng YZ, Zhai LM, Wang Y, Wang SY (2009) Performance and optimization of biological nitrogen removal process enhanced by anoxic/oxic step feeding. Biochem Eng J 43:280-287