An approach for modeling two-step denitrification in activated sludge systems

Abstract In the widely used Activated Sludge Models (ASMs) for biological wastewater treatment, denitrification is assumed as a single-step process, which is not true for some cases where a considerable amount of nitrite is build-up in system. This causes limitation to the application of ASMs. In this work, with a consideration of denitrification on both nitrite and nitrate, and an introduction of the simultaneous storage and growth concept, a two-step ASM3-based denitrification model is established. The sensitivity of the effluent chemical oxygen demand, NO 2 - – N and NO 3 - – N concentrations toward the stoichiometric and kinetic coefficients is analyzed. Model calibration is performed by comparing the measured and predicted values for model components. Thereafter, this model is evaluated with the experimental results of four different case studies on denitrification and compared with the original ASM3. The evaluation and comparison results demonstrate that the developed model is able to better and more mechanistically describe the denitrification process in the activated sludge systems.

[1]  Tove A. Larsen,et al.  The implementation of biokinetics and conservation principles in ASIM , 1995 .

[2]  Raymond P. Cox,et al.  Mass Spectrometric Studies of the Effect of pH on the Accumulation of Intermediates in Denitrification by Paracoccus denitrificans , 1994, Applied and environmental microbiology.

[3]  Gürkan Sin Systematic calibration of activated sludge models / door Gürkan Sin. , 2004 .

[4]  Peter Reichert,et al.  Concepts underlying a computer program for the identification and simulation of aquatic systems , 1994 .

[5]  Bengt Hultman,et al.  Experiences in wastewater characterization and model calibration for the activated sludge process , 1996 .

[6]  M. V. van Loosdrecht,et al.  Storage and degradation of poly-beta-hydroxybutyrate in activated sludge under aerobic conditions. , 2001, Water research.

[7]  M. V. van Loosdrecht,et al.  Modeling the utilization of starch by activated sludge for simultaneous substrate storage and microbial growth , 2006, Biotechnology and bioengineering.

[8]  J. Heijnen,et al.  Importance of bacterial storage polymers in bioprocesses , 1997 .

[9]  W. Gujer,et al.  Activated sludge model No. 3 , 1995 .

[10]  D. Dionisi,et al.  Aerobic storage by activated sludge on real wastewater. , 2001, Water research.

[11]  S. H. Møller,et al.  A multi-disciplinary danish research programme on rainbow trout (Oncorhynchus mykiss) farming , 1994 .

[12]  Krist V. Gernaey,et al.  Activated sludge wastewater treatment plant modelling and simulation: state of the art , 2004, Environ. Model. Softw..

[13]  Derin Orhon,et al.  Modelling of activated sludge systems , 1994 .

[14]  Derin Orhon,et al.  Respirometric analysis of activated sludge behaviour—I. Assessment of the readily biodegradable substrate , 1998 .

[15]  M. Loosdrecht,et al.  Substrate flux into storage and growth in relation to activated sludge modeling , 1999 .

[16]  Ahmed E. Abasaeed Sensitivity analysis on a sequencing batch reactor model I. Effect of kinetic parameters , 1997 .

[17]  Anuska Mosquera-Corral,et al.  Development and application of a denitrification test based on gas production , 2000 .

[18]  Mogens Henze,et al.  Activated sludge models ASM1, ASM2, ASM2d and ASM3 , 2015 .

[19]  Zhiguo Yuan,et al.  Modeling aerobic carbon oxidation and storage by integrating respirometric, titrimetric, and off‐gas CO2 measurements , 2004, Biotechnology and bioengineering.

[20]  J. Silverstein,et al.  Acetate Limitation and Nitrite Accumulation during Denitrification , 1999 .

[21]  J J Heijnen,et al.  Stoichiometry and kinetics of poly‐β‐hydroxybutyrate metabolism under denitrifying conditions in activated sludge cultures , 2000, Biotechnology and bioengineering.

[22]  D. Dionisi,et al.  The storage of acetate under anoxic conditions. , 2001, Water research.

[23]  J S Almeida,et al.  Competition between nitrate and nitrite reduction in denitrification by Pseudomonas fluorescens , 1995, Biotechnology and bioengineering.

[24]  J. J. Heijnen,et al.  Model Based Design of a Novel Process for Nitrogen Removal from Concentrated Flows , 1999 .

[25]  P Ratini,et al.  Implementation, study and calibration of a modified ASM2d for the simulation of SBR processes. , 2001, Water science and technology : a journal of the International Association on Water Pollution Research.

[26]  S. Sözen,et al.  The effect of nitrite correction on the evaluation of the rate of nitrate utilization under anoxic conditions , 1999 .

[27]  M. Loosdrecht,et al.  Maintenance, endogeneous respiration, lysis, decay and predation , 1999 .