8 results on '"Biofilm growth"'
Search Results
2. Interaction between biofilm growth and NAPL remediation: A pore-scale study.
- Author
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Benioug, M., Golfier, F., Fischer, P., Oltean, C., Buès, M.A., and Yang, X.
- Subjects
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BIOFILMS , *AQUEOUS solutions , *COMPUTER simulation , *LATTICE Boltzmann methods , *CELLULAR automata - Abstract
Highlights • A complex and sophisticated mathematical model at the pore scale has been developed for simulating biofilm growth, fluid flow, and the dissolution of immobile non-aqueous-phase-liquids (NAPLs). • A series of numerical simulations were conducted to investigate the mechanisms involved in the enhanced dissolution of the NAPLs due to microbial activity. • The model can be used to validate assumptions which are typically invoked to simplify upscaling of NAPL dissolution to larger scales. Abstract In this paper, we introduce a pore-scale model to study the interaction between biofilm growth and non-aqueous-phase-liquid (NAPL) dissolution. Liquid flow and dissolved NAPL transport are coupled with a biofilm growth model to correctly describe the complex dynamics of the processes including fluid flow, NAPL dissolution/biodegradation and biofilm growth. Fluid flow is simulated using an immersed boundary-lattice Boltzmann (IB-LB) model; while solute transport is solved by a cut-cell finite volume method (FVM). A uniform dissolution approach is also adopted to capture the temporal evolution of trapped blobs. Spatio-temporal distributions of the biomass are investigated using a cellular automaton algorithm combined with the immersed boundary method (IBM). Simulations focused on NAPL dissolution in both abiotic and biotic conditions are conducted to assess the capability of the model. In abiotic conditions, we analyze the effects of the hydrodynamic regimes and the spatial distribution of NAPL blobs on the dissolution rate under different assumptions (i.e., blob size and Péclet number). In biotic conditions, a series of impact factors are also investigated (i.e., spatial distribution, reaction kinetics and NAPL-induced toxicity). Finally, the current model is used to evaluate the pore scale relevance of a local equilibrium assumption between fluid phase and biofilm phase in the vicinity of the NAPL source. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
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3. Multi-scale simulation of the effect of microbial growth on the permeability of porous media.
- Author
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Wang, Shilin, Yang, Yong, Lu, Taijia, Chen, Yu, Jin, Chunming, Gong, Yanfeng, and Chen, Liping
- Subjects
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POROUS materials , *MICROBIAL growth , *PERMEABILITY , *LATTICE Boltzmann methods , *FLUID flow , *SEEPAGE , *CELLULAR automata - Abstract
• A coupling algorithm of flow at pore-scale and porous medium permeability at REV-scale. • Spatial and temporal characteristics of microbial growth at pore-scale. • The equivalent porosity change with time caused by microbial growth. • The linear relationship between clogging periods at REV-scale and pore-scale. In this study, a novel algorithm coupling the flow at the pore and representative elementary volume (REV) scales was developed to analyze the effect of microbial growth at the pore scale on the permeability decay of porous media at the REV scale. This provides a new method for investigating microbial clogging in porous media. At the pore scale, an immersed boundary-lattice Boltzmann model was used to simulate the flow field and solute transportation in porous media, and the cellular automata (CA) model was employed to investigate microbial growth. According to Ergun's empirical relationship, the equivalent porosity change at the pore scale caused by microbial growth was calculated and used in a generalised seepage model describing the fluid flow in the porous medium at the REV scale. First, the microbial growth experiments were conducted to validate the coupling algorithm. Second, the spatial and temporal characteristics of microbial growth at the pore scale were analyzed. Third, we investigated the effects of nutrient inlet concentrations and pH on microbial growth at the pore scale and the macroscopic permeability properties of porous media. The main results are as follows. (1) Microbial growth changes the local porosity and dominant flow path. Spatial non-uniformity in microbial growth depends on the availability of nutrients in the dominant flow path. (2) The discrepancy in microbial growth under different nutrient inlet concentrations was gradually amplified from the pore scale to the REV scale. (3) The microbial clogging period was the shortest at a pH of 6.7. When the pH was >6.7, the microbial clogging period slightly increased at a rate of 6.1 h/pH. When the pH was <6.7, the microbial clogging period increased significantly with decreasing pH at a rate of 20.0 h/pH. (4) A linear relationship was observed between the microbial clogging periods at the REV and pore scales, which enriches the theory about microbial clogging in porous medium. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
4. An immersed boundary-lattice Boltzmann model for biofilm growth in porous media.
- Author
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Benioug, M., Golfier, F., Oltéan, C., Buès, M.A., Bahar, T., and Cuny, J.
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BIOFILMS , *MOVEMENT of solutes in soils , *BOLTZMANN factor , *LATTICE theory , *POROUS materials - Abstract
In this paper, we present a two-dimensional pore-scale numerical model to investigate the main mechanisms governing biofilm growth in porous media. The fluid flow and solute transport equations are coupled with a biofilm evolution model. Fluid flow is simulated with an immersed boundary–lattice Boltzmann model while solute transport is described with a volume-of-fluid-type approach. A cellular automaton algorithm combined with immersed boundary methods was developed to describe the spreading and distribution of biomass. Bacterial attachment and detachment mechanisms are also taken into account. The capability of this model to describe correctly the couplings involved between fluid circulation, nutrient transport and bacterial growth is tested under different hydrostatic and hydrodynamic conditions (i) on a flat medium and (ii) for a complex porous medium. For the second case, different regimes of biofilm growth are identified and are found to be related to the dimensionless parameters of the model, Damköhler and Péclet numbers and dimensionless shear stress. Finally, the impact of biofilm growth on the macroscopic properties of the porous medium is investigated and we discuss the unicity of the relationships between hydraulic conductivity and biofilm volume fraction. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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5. Investigating the influence of flow rate on biofilm growth in three dimensions using microimaging
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Brian D. Wood, Sassan Ostvar, G. Iltis, Linnéa Andersson, Yohan Davit, Dorthe Wildenschild, Steffen Schlüter, Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - INPT (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Helmholtz-Zentrum für Umweltforschung - UFZ (GERMANY), Oregon State University (USA), Institut de Mécanique des Fluides de Toulouse - IMFT (Toulouse, France), Oregon State University (OSU), Institut de mécanique des fluides de Toulouse (IMFT), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées, Department of Soil Physics [Halle], Helmholtz Zentrum für Umweltforschung = Helmholtz Centre for Environmental Research (UFZ), and Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
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Materials science ,010504 meteorology & atmospheric sciences ,0208 environmental biotechnology ,Soil science ,02 engineering and technology ,Differential pressure ,01 natural sciences ,Image processing ,Hydraulic conductivity ,Porosity ,Biofilm growth ,X-ray computed microtomography ,0105 earth and related environmental sciences ,Water Science and Technology ,Pressure drop ,Biofilm ,[SDE.ES]Environmental Sciences/Environmental and Society ,Granular porous media ,Fluid phase topology ,Statistical learning ,020801 environmental engineering ,Volumetric flow rate ,Biofilms ,Environnement et Société ,Porous medium - Abstract
International audience; We explore how X-ray computed microtomography can be used to generate highly-resolved 3D biofilm datasets on length scales that span multiple pore bodies. The data is integrated into a study of the effects of flow rate on three-dimensional growth of biofilm in porous media. Three flow rates were investigated in model packed-bed columns. Biofilm growth was monitored during an 11-day growth period using a combination of differential pressure and effluent dissolved oxygen measurements. At the end of the growth period, all columns were scanned using X-ray computed microtomography and a barium sulfate-based contrast agent. The resulting images were prepared for quantitative analysis using a novel image processing workflow that was tailored to this specific system. The reduction in permeability due to biofilm growth was studied using both transducer-based pressure drop measurements and image-based calculations using the Kozeny–Carman model. In addition, a set of structural measures related to the spatial distribution of biofilms were computed and analyzed for the different flow rates. We generally observed 1 to 2 orders of magnitude decrease in permeability as a result of bioclogging for all columns (i.e, across flow rates). The greatest average permeability and porosity reduction was observed for the intermediate flow rate (4.5 ml/h). A combination of results from different measurements all suggest that biofilm growth was oxygen limited at the lowest flow rate, and affected by shear stresses at the highest flow rate. We hypothesize that the interplay between these two factors drives the spatial distribution and quantity of biofilm growth in the class of porous media studied here. Our approach opens the way to more systematic studies of the structure-function relationships involved in biofilm growth in porous media and the impact that such growth may have on physical properties such as hydraulic conductivity.
- Published
- 2018
- Full Text
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6. Modelling coupled microbial processes in the subsurface: Model development, verification, evaluation and application
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Shakil A. Masum and Hywel Rhys Thomas
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Work (thermodynamics) ,010504 meteorology & atmospheric sciences ,0208 environmental biotechnology ,Flow (psychology) ,Multiphase flow ,Soil science ,02 engineering and technology ,01 natural sciences ,020801 environmental engineering ,chemistry.chemical_compound ,chemistry ,Carbon dioxide ,Environmental science ,Model development ,Porous medium ,Dissolution ,Biofilm growth ,0105 earth and related environmental sciences ,Water Science and Technology - Abstract
To study subsurface microbial processes, a coupled model which has been developed within a Thermal-Hydraulic-Chemical-Mechanical (THCM) framework is presented. The work presented here, focuses on microbial transport, growth and decay mechanisms under the influence of multiphase flow and bio-geochemical reactions. In this paper, theoretical formulations and numerical implementations of the microbial model are presented. The model has been verified and also evaluated against relevant experimental results. Simulated results show that the microbial processes have been accurately implemented and their impacts on porous media properties can be predicted either qualitatively or quantitatively or both. The model has been applied to investigate biofilm growth in a sandstone core that is subjected to a two-phase flow and variable pH conditions. The results indicate that biofilm growth (if not limited by substrates) in a multiphase system largely depends on the hydraulic properties of the medium. When the change in porewater pH which occurred due to dissolution of carbon dioxide gas is considered, growth processes are affected. For the given parameter regime, it has been shown that the net biofilm growth is favoured by higher pH; whilst the processes are considerably retarded at lower pH values. The capabilities of the model to predict microbial respiration in a fully coupled multiphase flow condition and microbial fermentation leading to production of a gas phase are also demonstrated.
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- 2018
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7. Modelling biofilm growth in the presence of carbon dioxide and water flow in the subsurface
- Author
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Ebigbo, Anozie, Helmig, Rainer, Cunningham, Alfred B., Class, Holger, and Gerlach, Robin
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BIOFILMS , *CARBON dioxide , *GREENHOUSE gases , *TWO-phase flow , *PERMEABILITY , *SUPERCRITICAL fluids , *BIOMASS , *COMPUTER simulation - Abstract
Abstract: The concentration of greenhouse gases – particularly carbon dioxide (CO2) – in the atmosphere has been on the rise in the past decades. One of the methods which have been proposed to help reduce anthropogenic CO2 emissions is the capture of CO2from large, stationary point sources and storage in deep geological formations. The caprock is an impermeable geological layer which prevents the leakage of stored CO2, and its integrity is of utmost importance for storage security. Due to the high pressure build-up during injection, the caprock in the vicinity of the well is particularly at risk of fracturing. Biofilms could be used as biobarriers which help prevent the leakage of CO2 through the caprock in injection well vicinity by blocking leakage pathways. The biofilm could also protect well cement from corrosion by CO2-rich brine. The goal of this paper is to develop and test a numerical model which is capable of simulating the development of a biofilm in a CO2 storage reservoir. This involves the description of the growth of the biofilm, flow and transport in the geological formation, and the interaction between the biofilm and the flow processes. Important processes which are accounted for in the model include the effect of biofilm growth on the permeability of the formation, the hazardous effect of supercritical CO2 on suspended and attached bacteria, attachment and detachment of biomass, and two-phase fluid flow processes. The model is tested by comparing simulation results to experimental data. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
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8. Hierarchical simulator of biofilm growth and dynamics in granular porous materials
- Author
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Kapellos, George E., Alexiou, Terpsichori S., and Payatakes, Alkiviades C.
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BIOFILMS , *MICROBIAL growth , *POROUS materials , *DISPERSAL of microorganisms - Abstract
Abstract: A new simulator is developed for the prediction of the rate and pattern of growth of biofilms in granular porous media. The biofilm is considered as a heterogeneous porous material that exhibits a hierarchy of length scales. An effective-medium model is used to calculate the local hydraulic permeability and diffusion coefficient in the biofilm, as functions of the local geometric and physicochemical properties. The Navier–Stokes equations and the Brinkman equation are solved numerically to determine the velocity and pressure fields within the pore space and the biofilm, respectively. Biofilm fragments become detached if they are exposed to shear stress higher than a critical value. The detached fragments re-enter into the fluid stream and move within the pore space until they exit from the system or become reattached to downstream grain or biofilm surfaces. A Lagrangian-type simulation is used to determine the trajectories of detached fragments. The spatiotemporal distributions of a carbon source, an electron acceptor and a cell-to-cell signaling molecule are determined from the numerical solution of the governing convection–diffusion–reaction equations. The simulator incorporates growth and apoptosis kinetics for the bacterial cells and production and lysis kinetics for the EPS. The specific growth rate of active bacterial cells depends on the local concentrations of nutrients, mechanical stresses, and a quorum sensing mechanism. Growth-induced deformation of the biofilms is implemented with a cellular automaton approach. In this work, the spatiotemporal evolution of biofilms in the pore space of a 2D granular medium is simulated under high flow rate and nutrient-rich conditions. Transient changes in the pore geometry caused by biofilm growth lead to the formation of preferential flowpaths within the granular porous medium. The decrease of permeability caused by clogging of the porous medium is calculated and is found to be in qualitative agreement with published experimental results. [Copyright &y& Elsevier]
- Published
- 2007
- Full Text
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