Modelling enhanced groundwater denitrification in batch micrococosm tests

被引:16
作者
Calderer, M. [1 ,2 ]
Jubany, I. [1 ]
Perez, R. [1 ,3 ]
Marti, V. [1 ,2 ]
de Pablo, J. [1 ,2 ]
机构
[1] CTM Technol Ctr, Environm Technol Area, Manresa 08242, Spain
[2] Tech Univ Catalonia ETSEIB UPC, Dept Chem Engn, Barcelona 08028, Spain
[3] Adv Control Syst SAC UPC, Terrassa 08222, Spain
关键词
Enhanced denitrification; Modelling; Calibration; Practical identifiability; Fisher Information Matrix; WATER-DERIVED NITROGEN; PRACTICAL IDENTIFIABILITY; MULTICOMPONENT SIMULATION; PARAMETERS; AQUIFERS; CARBON;
D O I
10.1016/j.cej.2010.08.042
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the last few years enhanced in situ denitrification has gained a lot of interest as a reliable bioremediation option to remove nitrate from groundwater However denitrification modelling in the subsurface environment is less developed than in other fields like wastewater treatment due to the complexity of describing microbial processes in natural systems and the lack of proper kinetic and stoichiometric parameters In this study a mathematical model describing nitrate oxygen and organic carbon consumption coupled with the growth and decay of a heterotrophic microbial population was developed The model has the aim of explaining experimental data that was obtained in microcosm batch tests containing groundwater and subsoil from a nitrate contaminated aquifer stimulated with glucose as an external carbon source The most sensitive parameters (heterotrophic maximum growth rate decay rate constant and initial heterotrophic biomass concentration) were calibrated by experimental data fitting Two experimental designs a single dentrification test and a fedbatch-operation test were performed in order to calibrate these parameters The fedbatch-operation experiment consisting of four consecutive pulses of nitrate and a carbon source resulted in a more appropriate calibration of model parameters than the single denitrification test based on the practical identifiability study Parameter confidence intervals were calculated by means of the Fisher Information Matrix (FIM) Results indicated that the model with the optimal estimated parameters could properly fit experimental data The presented model constitutes a first approach for modelling enhanced denitrification in aquifer systems (C) 2010 Elsevier B V All rights reserved
引用
收藏
页码:2 / 9
页数:8
相关论文
共 25 条
[1]  
[Anonymous], 2006, BROCK BIOL MICROORGA
[2]  
APHA (AMERICAN PUBLIC HEALTH ASSOCIATION), 1995, Standard Methods for the Examination of Water and Waste Water
[3]  
Bae W, 1996, BIOTECHNOL BIOENG, V49, P683, DOI 10.1002/(SICI)1097-0290(19960320)49:6<683::AID-BIT10>3.3.CO
[4]  
2-E
[5]  
BATCHELOR B, 1982, J WATER POLLUT CON F, V54, P1493
[6]   Denitrification in presence of acetate and glucose for bioremediation of nitrate-contaminated groundwater [J].
Calderer, M. ;
Gibert, O. ;
Marti, V. ;
Rovira, M. ;
de Pablo, J. ;
Jordana, S. ;
Duro, L. ;
Guimera, J. ;
Bruno, J. .
ENVIRONMENTAL TECHNOLOGY, 2010, 31 (07) :799-814
[7]  
Dochain D., 2001, Dynamic modelling and estimation in wastewater treatment processes
[8]   Modeling of a bacterial and fungal biofilter applied to toluene abatement: Kinetic parameters estimation and model validation [J].
Dorado, Antoni David ;
Baquerizo, Guillermo ;
Maestre, Juan Pedro ;
Gamisans, Xavier ;
Gabriel, David ;
Lafuente, Javier .
CHEMICAL ENGINEERING JOURNAL, 2008, 140 (1-3) :52-61
[9]  
*ENV AG, 2005, SC030155SR2 ENV AG
[10]   Nitrate reduction in streambed sediments: Effects of flow and biogeochemical kinetics [J].
Gu, Chuanhui ;
Hornberger, George M. ;
Mills, Aaron L. ;
Herman, Janet S. ;
Flewelling, Samuel A. .
WATER RESOURCES RESEARCH, 2007, 43 (12)