Model-based evaluation of competition between polyphosphate- and glycogen-accumulating organisms

Water Research

Volumn 41, Issue 6, 2007, Pages 1312-1324

  Whang, L M ^a   Filipe, C D M ^b   Park, J K ^c  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

^b MCMASTER UNIVERSITY   (Canada)

^c University of Wisconsin Madison   (United States)

Author keywords

Competition; Glycogen accumulating organisms (GAOs); Model simulation; Polyphosphate accumulating organisms (PAOs)

Indexed keywords

BIOMASS; BIOREACTORS; COMPUTER SIMULATION; MATHEMATICAL MODELS; PHOSPHORUS; SEWAGE SLUDGE;

GLYCOGEN ACCUMULATING ORGANISMS (GAO); POLYPHOSPHATE ACCUMULATING ORGANISMS (PAO); SEQUENCING BATCH REACTOR (SBR);

ANAEROBIC DIGESTION;

ACETIC ACID; GLYCOGEN; PHOSPHORUS; POLYPHOSPHATE;

ANAEROBIC DIGESTION; BIOMASS; BIOREACTORS; COMPUTER SIMULATION; MATHEMATICAL MODELS; PHOSPHORUS; SEWAGE SLUDGE;

ACETATE; ANOXIC CONDITIONS; BIOMASS; CARBOHYDRATE; COMPETITION (ECOLOGY); ECOLOGICAL MODELING; PHOSPHATE; PHOSPHORUS; POLYSACCHARIDE; SLUDGE;

ARTICLE; BIOACCUMULATION; BIOMASS; COMPETITION; EVALUATION; KINETICS; MODEL; PRIORITY JOURNAL; SEQUENCING BATCH REACTOR; SLUDGE; WASTE COMPONENT REMOVAL;

EID: 33847137741     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.watres.2006.12.022     Document Type: Article

References (31)

1. Bond P., Hugenholtz P., Keller J., and Blackall L. Bacterial community structures of phosphate removing and non-phosphate removing activated sludge from sequencing batch reactor. Appl. Environ. Microbiol. 61 (1995) 1910-1916
2. Brdjanovic D., van Loosdrecht M.C.M., Hooijmans C.M., Alaerts G.J., and Heijnen J.J. Temperature effects on physiology of biological phosphorus removal. J. Environ. Eng. 123 (1997) 144-154
3. Brdjanovic D., Logemann S., van Loosdrecht M.C.M., Hooijmans C.M., Alaerts G.J., and Heijnen J.J. Influence of temperature on biological phosphorus removal: process and molecular ecological studies. Water Res. 32 (1998) 1035-1048
4. Brdjanovic D., van Loosdrecht M.C.M., Versteeg P., Hooijmans C.M., Alaerts G.J., and Heijnen J.J. Modeling COD, N, and P removal in a full-scale WWTP Haarlem Waarderpolder. Water Res. 34 (2000) 846-858
5. Cech J.S., and Hartman P. Glucose induced breakdown of enhanced biological phosphate removal. Environ. Technol. 11 (1990) 651-656
6. Comeau Y., Hall K.J., Hancock R.E.W., and Oldham W.K. Biochemical model for enhanced biological phosphorus removal. Water Res. 20 (1986) 1511-1521
7. Daigger G.T., and Nolasco D. Evaluation and design of full-scale wastewater treatment plants using biological process models. Water Sci. Technol. 31 (1995) 245-255
8. Filipe C.D.M., Daigger G.T., and Grady C.P.L. pH as a key factor in the competition between glycogen-accumulating organisms and phosphorus-accumulating organisms. Water Environ. Res. 73 (2001) 223-232
9. Filipe C.D.M., Daigger G.T., and Grady C.P.L. A metabolic model for acetate uptake under anaerobic conditions by glycogen accumulating organisms: stoichiometry kinetics and the effect of pH. Biotechnol. Bioeng. 76 (2001) 17-31
10. Filipe, C.D.M., Daigger, G.T., Grady, C.P.L., 2001c. An integrated metabolic model for the anaerobic and aerobic metabolism of glycogen accumulating organisms. In: 3rd International Water Association Specialized Conference on Microbiology of the Activated Sludge and Biofilm Processes, Rome, Italy.
11. Filipe C.D.M., Daigger G.T., and Grady C.P.L. Stoichiometry and kinetics of acetate uptake under anaerobic conditions by an enriched culture of phosphate-accumulating organisms at different pHs. Biotechnol. Bioeng. 76 (2001) 32-43
12. Hao X., and van Loosdrecht M.C.M. Model-based evaluation of COD influence on a partial nitrification-Anammox biofilm (CANON) process. Water Sci. Technol. 49 (2004) 83-90
13. 2 N. Water Res. 35 (2001) 2851-2860
14. Henze M., Gujer W., Mino T., Matsuo T., Wentzel M.C., Marais G.v.R., and Van Loosdrecht M.C.M. Activated sludge model No 2d, ASM2d. Water Sci. Technol. 39 (1999) 165-183
15. Liu W.-T., Mino T., Nakamura K., and Matsuo T. Role of glycogen in acetate uptake and polyhydroxyalkanoate synthesis in anaerobic-aerobic activated sludge with a minimized polyphosphate content. J. Ferment. Bioeng. 77 (1994) 535-540
16. Liu W.-T., Nakamura K., Matsuo T., and Mino T. Internal energy-based competition between polyphosphate- and glycogen-accumulating bacteria in biological phosphorus removal reactors-effect of P/C feeding ratio. Water Res. 31 (1997) 1430-1438
17. Manga J., Ferrer J., Garcia-Usach F., and Seco A. A modification to the activated sludge model No. 2 based on the competition between phosphorus-accumulating organisms and glycogen-accumulating organisms. Water Sci. Technol. 43 (2001) 161-171
18. Meijer S.C.F., van Loosdrecht M.C.M., and Heijnen J.J. Metabolic modeling of full-scale biological nitrogen and phosphorus removing WWTPs. Water Res. 35 (2001) 2711-2723
19. Mino T., Arun V., Tsuzuki Y., and Matsuo T. Effect of phosphorus accumulation on acetate metabolism in the biological phosphorus removal process. In: Ramadori R. (Ed). Advances in Water Pollution Control: Biological Phosphorus Removal From Wastewaters (1987), Pergamon Press, Oxford, UK 27-38
20. Mino T., Liu W.T., Kurisu F., and Matsuo T. Modeling glycogen storage and denitrification capability of microorganisms in enhanced biological phosphate removal processes. Water Sci. Technol. 31 (1995) 25-34
21. Moussa M.S., Rojas A.R., Hooijmans C.M., Gijzen H.J., and van Loosdretch M.C.M. Model-based evaluation of nitrogen removal in a tannery wastewater treatment plant. Water Sci. Technol. 50 (2004) 251-260
22. Murnleitner E., Kuba T., van Loosdrecht M.C.M., and Heijnen J.J. An integrated metabolic model for the aerobic and denitrifying biological phosphorus removal. Biotechnol. Bioeng. 54 (1997) 434-450
23. Reichert, P., Ruchti, J., Simon, W., 1998. Aquasim 2.0, Swiss Federal Institute for Environmental Science and Technology (EAWAG), CH-8600 Duebendorf, Switzerland.
24. Schuler A.J. Diversity matters: dynamic simulation of distributed bacterial states in suspended growth biological wastewater treatment systems. Biotechnol. Bioeng. 91 (2005) 62-74
25. Schuler A.J., and Jenkins D. Enhanced biological phosphorus removal from wastewater by biomass with different phosphorus contents, part 1: experimental results and comparison with metabolic models. Water Environ. Res. 75 (2003) 485-498
26. Sin G., Lee D.S., and Vanrolleghem P.A. Optimal but robust N and P removal in SBRs: a model-based systematic study of operation scenarios. Water Sci. Technol. 50 (2004) 97-105
27. Smolders G.J.F., van der Meij J., van Loosdrecht M.C.M., and Heijnen J.J. Stoichiometric model of the aerobic metabolism of the biological phosphorus removal process. Biotechnol. Bioeng. 44 (1994) 837-848
28. van Veldhuizen H.M., van Loosdretch M.C.M., and Heijnen J.J. Modelling biological phosphate nitrogen removal in a full scale activated sludge process. Water Res. 33 (1999) 3459-3468
29. Whang L.M., and Park J.K. Competition between polyphosphate- and glycogen-accumulating organisms in enhanced biological phosphorus removal systems-effect of temperature and sludge age. Water Environ. Res. 78 (2006) 4-11
30. Yagci N., Insel G., Artan N., and Orhon D. Modelling and calibration of phosphate and glycogen accumulating organism competition for acetate uptake in a sequencing batch reactor. Water Sci. Technol. 50 (2004) 41-50
31. Zeng R.J., van Loosdrecht M.C.M., Yuan Z., and Keller J. Metabolic model for glycogen-accumulating organisms in anaerobic/aerobic activated sludge systems. Biotechnol. Bioeng. 81 (2003) 92-105