Activated sludge modelling: development and potential use of a practical applications database.

This study aims at synthesizing experiences in the practical application of ASM type models. The information is made easily accessible to model users by creating a database of modelling projects. This database includes answers to a questionnaire that was sent out to model users in 2008 to provide inputs for a Scientific and Technical Report of the IWA Task Group on Good Modelling Practice - Guidelines for use of activated sludge models, and a literature review on published modelling projects. The database is analysed to determine which biokinetic model parameters are usually changed by modellers, in which ranges, and what values are typically used for seven selected activated sludge models. These results should help model users in the calibration step, by providing typical parameter values as a starting point and ranges as a guide. However, the proposed values should be used with great care since they are the result of averaging practical experience and not taking into account specific parameter correlations.

[1]  Willi Gujer,et al.  Calibration and validation of activated sludge model no. 3 for Swiss municipal wastewater , 2000 .

[2]  P. Dold,et al.  General model for biological nutrient removal activated‐sludge systems: model presentation , 1997 .

[3]  Gürkan Sin,et al.  Uncertainty analysis in WWTP model applications: a critical discussion using an example from design. , 2009, Water research.

[4]  J. Makinia,et al.  Comparison of Two Model Concepts for Simulation of Nitrogen Removal at a Full-Scale Biological Nutrient Removal Pilot Plant , 2006 .

[5]  Peide Sun Numerical Modelling COD, N and P Removal in a Full-scale WWTP of China , 2006 .

[6]  K H Rosenwinkel,et al.  Modelling of full-scale wastewater treatment plants with different treatment processes using the Activated Sludge Model no. 3. , 2001, Water science and technology : a journal of the International Association on Water Pollution Research.

[7]  N. Funamizu,et al.  SIMULATION OF THE OPERATING CONDITIONS OF THE MUNICIPAL WASTEWATER TREATMENT PLANT AT LOW TEMPERATURES USING A MODEL THAT INCLUDES THE IA WPRC ACTIVATED SLUDGE MODEL , 1994 .

[8]  Glen T. Daigger,et al.  Evaluation of IAWQ Activated Sludge Model No. 2 using steady‐state data from four full‐scale wastewater treatment plants , 1998 .

[9]  S Winkler,et al.  A guideline for simulation studies of wastewater treatment plants. , 2004, Water science and technology : a journal of the International Association on Water Pollution Research.

[10]  A Seco,et al.  Calibration and Validation of Activated Sludge Model No.2d for Spanish Municipal Wastewater , 2002, Environmental technology.

[11]  A Seco,et al.  Calibration and simulation of ASM2d at different temperatures in a phosphorus removal pilot plant. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[12]  Bulent Keskinler,et al.  Mathematical modelling of the activated sludge process: the Erzincan case , 2005 .

[13]  S Winkler,et al.  Activated sludge modelling in practice: an international survey. , 2009, Water science and technology : a journal of the International Association on Water Pollution Research.

[14]  A. Stricker Application de la modelisation a l'etude du traitement de l'azote par boues activees en aeration prolongee : comparaison des performances en temps sec et en temps de pluie , 2000 .

[15]  Updated Activated Sludge Model n°1 Parameter Values for Improved Prediction of Nitrogen Removal in Activated Sludge Processes: Validation at 13 Full‐scale Plants , 2009, Water environment research : a research publication of the Water Environment Federation.

[16]  Mogens Henze,et al.  PERFORMANCE AND MODEL CALIBRATION OF R-D-N PROCESSES IN PILOT PLANT , 1994 .

[17]  L Rieger,et al.  The EAWAG Bio-P module for activated sludge model No. 3. , 2001, Water research.

[18]  Assessing chemical oxygen demand and nitrogen conversions in a multi-stage activated sludge plant with alternating aeration , 2007 .

[19]  K. Gernaey,et al.  A comprehensive model calibration procedure for activated sludge models , 2003 .

[20]  Peter A. Vanrolleghem,et al.  Towards a simulation-benchmark for evaluating respirometry-based control strategies , 1997 .

[21]  Chris D Cox,et al.  Statistical Distributions of Uncertainty and Variability in Activated Sludge Model Parameters , 2004, Water environment research : a research publication of the Water Environment Federation.

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

[23]  Anastasios I. Stamou,et al.  Modelling of an alternating oxidation ditch system , 1999 .

[24]  J. Mąkinia,et al.  Experimental and model-based evaluation of the role of denitrifying polyphosphate accumulating organisms at two large scale WWTPs in northern Poland. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[25]  J. J. Morenilla,et al.  Calibration and simulation of two large wastewater treatment plants operated for nutrient removal. , 2004, Water science and technology : a journal of the International Association on Water Pollution Research.

[26]  S.C.F. Meijer,et al.  Theoretical and practical aspects of modelling activated sludge processes , 2004 .

[27]  Gürkan Sin,et al.  An efficient approach to automate the manual trial and error calibration of activated sludge models , 2008, Biotechnology and bioengineering.

[28]  Karel J. Keesman,et al.  Sensitivity analysis in oxidation ditch modelling: the effect of variations in stoichiometric, kinetic and operating parameters on the performance indices , 2001 .

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

[30]  G. A. Ekama,et al.  A general kinetic model for biological nutrient removal activated sludge systems: Model evaluation , 2007, Biotechnology and bioengineering.

[31]  J J Heijnen,et al.  Metabolic modelling of full-scale biological nitrogen and phosphorus removing wwtp's. , 2001, Water research.

[32]  J Kruit,et al.  A practical protocol for dynamic modelling of activated sludge systems. , 2002, Water science and technology : a journal of the International Association on Water Pollution Research.

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

[34]  Scott A. Wells,et al.  A general model of the activated sludge reactor with dispersive flow- I. Model development and parameter estimation , 2000 .

[35]  G. Marais,et al.  Processes and Modelling of Nitrification Denitrification Biological Excess Phosphorus Removal Systems – A Review , 1992 .

[36]  A. Mennerich,et al.  Specific SBR population behaviour as revealed by comparative dynamic simulation analysis of three full-scale municipal SBR wastewater treatment plants. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[37]  A E Stricker,et al.  ASM1 dynamic calibration and long-term validation for an intermittently aerated WWTP. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[38]  G Sin,et al.  Modeling of a large-scale wastewater treatment plant for efficient operation. , 2004, Water science and technology : a journal of the International Association on Water Pollution Research.

[39]  K H Rosenwinkel,et al.  Efficiency of the Activated Sludge Model no. 3 for German wastewater on six different WWTPs. , 2003, Water science and technology : a journal of the International Association on Water Pollution Research.

[40]  P A Vanrolleghem,et al.  New framework for standardized notation in wastewater treatment modelling. , 2010, Water science and technology : a journal of the International Association on Water Pollution Research.

[41]  P. Dold,et al.  Importance and measurement of decay rate when assessing nitrification kinetics. , 2005, Water science and technology : a journal of the International Association on Water Pollution Research.

[42]  Jacek Makinia,et al.  Long-term simulation of the activated sludge process at the Hanover-Gümmerwald pilot WWTP. , 2005, Water research.

[43]  Benoît Chachuat,et al.  Optimal aeration control of industrial alternating activated sludge plants , 2005 .

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

[45]  Jörg Londong,et al.  HINWEISE ZUR DYNAMISCHEN SIMULATION VON BELEBUNGSANLAGEN MIT DEM BELEBTSCHLAMMODELL NR. 1 DER IAWQ , 1998 .

[46]  Peter Reichert,et al.  Practical identifiability of ASM2d parameters--systematic selection and tuning of parameter subsets. , 2002, Water research.

[47]  Krist V. Gernaey,et al.  Evaluation of an ASM1 model calibration procedure on a municipal-industrial wastewater treatment plant , 2002 .