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Formation of soluble microbial products by activated sludge under anoxic conditions

Abstract

In this work, both experimental and modeling approaches are used to explore the formation of soluble microbial products (SMP) by activated sludge under anoxic conditions. With substrate consumption, the SMP concentration increases gradually. Utilization associated products (UAP) are the main fraction of SMP when substrate is present; whereas biomass associated products (BAP) are the major content of SMP as substrate is completely consumed. The fraction of the accumulated SMP accounts for 3-4% of initial organic substrate. Three dimensional excitation emission matrix analysis results indicate that the SMP concentration increases in the denitrification process. The accumulation of nitrite up to 22.6 mg/l under anoxic conditions has no significant effect on the SMP formation. With a consideration of SMP formation under anoxic conditions, an ASM3-based denitrification model is developed. The results show that the developed model is able to capture the relationship between the SMP formation and the substrate consumption by activated sludge in the denitrification process.

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References

  • Almeida JS, Reis MAM, Carrondo MJT (1995) Competition between nitrate and nitrite reduction in denitrification by Pseudomonas fluorescens. Biotechnol Bioeng 46:476–484

    Article  CAS  Google Scholar 

  • APHA (1995) Standard methods for the examination of water and wastewater, 19th edn. American Public Health Association, Washington, DC

    Google Scholar 

  • Aquino SF, Stuckey DC (2004) Soluble microbial product formation in anaerobic chemostats in the presence of toxic compounds. Water Res 38:255–266

    Article  CAS  Google Scholar 

  • Aquino SF, Stuckey DC (2008) Integrated model of the production of soluble microbial products (SMP) and extracellular polymeric substances (EPS) in anaerobic chemostats during transient conditions. Biochem Eng J 38:138–146

    Article  CAS  Google Scholar 

  • Barker DJ, Stuckey DD (1999) A review of soluble microbial products (SMP) in wastewater treatment system. Water Res 33:3063–3082

    Article  CAS  Google Scholar 

  • Benjamin S, Magbanua Jr, Bowers AR (2006) Characterization of soluble microbial products (SMP) derived from glucose and phenol in dual substrate activated sludge bioreactors. Biotechnol Bioeng 93:862–870

    Article  Google Scholar 

  • Frolund B, Griebe T, Nielsen PH (1996) Enzymatic activity in the activated-sludge floc matrix. Appl Microbiol Biotechnol 43:755–761

    Article  Google Scholar 

  • Gaudy AF (1962) Colorimetric determination of proteins and carbohydrate. Ind Water Wastes 7:17–22

    CAS  Google Scholar 

  • Glass C, Silverstein J, Oh J (1997) Inhibition of denitrification in activated sludge by nitrite. Water Environ Res 69:1086–1093

    Article  CAS  Google Scholar 

  • Gómez MA, González-López J, Hontoria-García E (2000) Influence of carbon source on nitrate removal of contaminated groundwater in a denitrifying submerged filter. J Hazard Mater 80:69–80

    Article  Google Scholar 

  • Gujer W, Henze M, Mino T, van Loosdrecht MCM (1999) Activated sludge model no. 3. Water Sci Technol 39:183–193

    CAS  Google Scholar 

  • Jarusutthirak C, Amy G, Croue JP (2005) Fouling characteristics of wastewater effluent organic matter (EfOM) isolates on NF and UF membranes. Desalination 145:247–255

    Article  Google Scholar 

  • 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 42:4955–4964

    Article  CAS  Google Scholar 

  • Kaelin D, Manser R, Rieger L, Eugster J, Rottermann K, Siegrist H (2009) Extension of ASM3 for two-step nitrification and denitrification and its calibration and validation with batch tests and pilot scale data. Water Res 43:1680–1692

    Article  CAS  Google Scholar 

  • Laspidou CS, Rittmann BE (2002a) A unified theory for extracellular polymeric substances, soluble microbial products, and active and inert biomass. Water Res 36:2711–2720

    Article  CAS  Google Scholar 

  • Laspidou CS, Rittmann BE (2002b) Non-steady state modeling of extracellular polymeric substances, soluble microbial products, and active and inert biomass. Water Res 36:1983–1992

    Article  CAS  Google Scholar 

  • Li WH, Sheng GP, Liu XW, Yu HQ (2008) Characterizing the extracellular and intracellular fluorescent products of activated sludge in a sequencing batch reactor. Water Res 42:3173–3181

    Article  CAS  Google Scholar 

  • Makinia J, Rosenwinkel KH, Spering V (2005) Long-term simulation of the activated sludge process at the Hanover-Gummerwald pilot WWTP. Water Res 39:1489–1502

    Article  CAS  Google Scholar 

  • Meijer SCF, van Loosdrecht MCM, Heijnen JJ (2002) Modelling the start-up of a full-scale biological phosphorous and nitrogen removing WWTP. Water Res 36:4667–4682

    Article  CAS  Google Scholar 

  • Meinhold J, Arnold E, Isaacs S (1999) Effect of nitrite on anoxic phosphate uptake in biological phosphorus removal activated sludge. Water Res 33:1871–1883

    Article  CAS  Google Scholar 

  • Muller A, Wentzel MC, Loewenthal RE, Ekama GA (2003) Heterotroph anoxic yield in anoxic aerobic activated sludge systems treating municipal wastewater. Water Res 37:2435–2441

    Article  CAS  Google Scholar 

  • Namkung E, Rittmann BE (1986) Soluble microbial products (SMP) formation kinetics by biofilms. Water Res 20:795–806

    Article  CAS  Google Scholar 

  • Ni BJ, Yu HQ (2008) An approach for modeling two-step denitrification in activated sludge systems. Chem Eng Sci 63:1449–1459

    CAS  Google Scholar 

  • Ni BJ, Xie WM, Liu SG, Yu HQ, Wang YZ, Wang G, Dai XL (2009a) Modeling and simulation of the sequencing batch reactor (SBR) at a full-scale municipal wastewater treatment plant. AIChE J 55:2186–2196

    Article  CAS  Google Scholar 

  • Ni BJ, Fang F, Rittmann BE, Yu HQ (2009b) Modeling microbial products in activated sludge under feast-famine conditions. Environ Sci Technol 43:2489–2497

    Article  CAS  Google Scholar 

  • Oh J, Silverstein J (1999) Acetate limitation and nitrite accumulation during denitrification. J Environ Eng 125:234–242

    Article  CAS  Google Scholar 

  • Ramesh A, Lee DJ, Hong SG (2006) Soluble microbial products (SMP) and soluble extracellular polymeric substances (EPS) from wastewater sludge. Appl Microbiol Biotechnol 73:219–225

    Article  CAS  Google Scholar 

  • Reichert P (1998) Aquasim 2.0-User Manual, Computer Program for the Identification and Simulation of Aquatic Systems. EAWAG, Du¨ bendorf, Switzerland, ISBN 3906484 165.

  • Saito T, Brdjanovic D, van Loosdrecht MCM (2004) Effect of nitrite on phosphate uptake by phosphate accumulating organisms. Water Res 38:3760–3768

    Article  CAS  Google Scholar 

  • Shao MF, Zhang T, Fang HHP (2009) Autotrophic denitrification and its effect on metal speciation during marine sediment remediation. Water Res 43:2961–2968

    Article  CAS  Google Scholar 

  • Sheng GP, Yu HQ (2006) Characterization of extracellular polymeric substances of aerobic and anaerobic sludge using three-dimensional excitation and emission matrix fluorescence spectroscopy. Water Res 40:1233–1239

    Article  CAS  Google Scholar 

  • Sin G, Guisasola A, De Pauw DJW, Baeza JA, Carrera J, Vanrolleghem PA (2005) A new approach for modeling simultaneous storage and growth processes for activated sludge systems under aerobic conditions. Biotechnol Bioeng 92:600–613

    Article  CAS  Google Scholar 

  • Sozen S, Orhon D (1999) The effect of nitrite correction on the evaluation of the rate of nitrate utilization under anoxic conditions. J Chem Technol Biot 74:790–800

    Article  CAS  Google Scholar 

  • Thomsen JK, Geest T, Cox RP (1994) Mass spectrometric studies of the effect of pH on the accumulation of intermediates in denitrification by Paracoccus denitrificans. Appl Environ Microbiol 60:536–541

    CAS  Google Scholar 

  • Zhang ML, Sheng GP, Yu HQ (2008) Determination of proteins and carbohydrates in the effluents from wastewater treatment bioreactors using resonance light-scattering method. Water Res 42:3464–3472

    Article  CAS  Google Scholar 

Download references

Acknowledgments

The authors wish to thank the Natural Science Foundation of China (50625825, 50708106 and 50738006), and the Key Special Program on the S&T for the Pollution Control and Treatment of Water Bodies (2008ZX07316-002 and 2008ZX07010-005) for the partial support of this study.

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Correspondence to Han-Qing Yu.

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Xie, WM., Ni, BJ., Zeng, R.J. et al. Formation of soluble microbial products by activated sludge under anoxic conditions. Appl Microbiol Biotechnol 87, 373–382 (2010). https://doi.org/10.1007/s00253-010-2563-x

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  • DOI: https://doi.org/10.1007/s00253-010-2563-x

Keywords

  • Activated sludge
  • C/N
  • Denitrification
  • Modeling
  • Soluble microbial products (SMP)