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Sylvie Granet (EDF R&D - AMA) Sam Cuvilliez, R. Fernandes, Sofia M’Jahad, Simon Raude, Journées multiphasiques - Octobre, 2015 Modelling of coupling problems in porous media: Goals and Issues in Geological Nuclear Waste Disposal application

Modelling of coupling problems in porous media: Goals and …massonr/MOMASMultiphasique2015/... · 2015. 10. 11. · Anisotropic porous media constituted by 3 phases (compressible

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  • Sylvie Granet (EDF R&D - AMA)

    Sam Cuvilliez, R. Fernandes, Sofia M’Jahad,

    Simon Raude,

    Journées multiphasiques - Octobre, 2015

    Modelling of coupling

    problems in porous media:

    Goals and Issues in

    Geological Nuclear Waste

    Disposal application

  • 2

    Outline

    • General Context• General Macroscopic THM model

    description

    • An overview of THM problems• Near field modeling

    Mechanical laws and numerical treatment

    Simulation of in situ experiment

    Numerical locks and perspectives

    • Package modeling Cementitious package

    Bituminous porous media

    • Conclusions and Perspectives

    Journées multiphasiques -

    Octobre 2015

  • 33

    General Context (1/3)

    Nuclear waste disposal modeling

    • Dimensioning and optimization of the geometry(compactness of the installations)

    • Robustness and safety

    Hydraulic buildings (dams …)

    • Coupling between hydraulic and mechanic(impoundment, emptying, level variation)

    • Seismic risk (dynamic problems)

    Containment structures, air coolers

    • Coupling between H, T, and M• Estimation of leakage in concrete structures

    Journées multiphasiques - Octobre 2015

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    Esquisse Andra

    Multiphysic problems in porous media in electricity industry

  • 44

    General Context (2/3)

    • Near Field THM modeling Estimation of the Excavation Damage Zone (EDZ) around galleries

    and cells – Study of the digging

    Study of the concrete –> dimensioning of concrete lining

    Understanding and prediction of the comportment of sealings and

    plugs : swelling and saturation/desaturation mechanisms

    Comportment of voids between materials

    Estimation of temperature and liquid pressure due to thermal

    dilatation – Mechanical consequences

    Estimation of the Hydrogen pressure (corrosion, radiolysis) and

    Gas preferential pathways

    • Package modeling Radiolysis Hydrogen production in cementitious package (surface

    disposal)

    Bituminous package : risk of swelling under water uptake =>

    THMC problem

    Journées multiphasiques - Octobre 2015

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    Esquisse Andra

    Issues for porous media modeling in nuclear waste disposal

  • 55

    General Context (3/3)

    • Specificities A fully coupled T.H.M (C) problem (Multiphysic problem)

    A complex geometry : 3D, from cells to geological layer ; crossing of galleries

    Time dependant problem at different scales (evolution of excavation, creeping

    of host rock, thermal problem, hydrogen production …) until post-closure stage

    Heterogeneous materials with high contrasts and specific comportments

    o Intact or damage host rocks, sealing, plugs, concrete, bituminous, steels …o Goal of anisotropy

    High contrast of initial boundary conditions: stiff front

    Hydraulic specificities : low permeability, weak desaturation of host rock, high

    level of capillary pressure and of water and gas pressure …

    Journées multiphasiques - Octobre 2015

    => Software Code_Aster (www.code_aster.org)

    High number of parameters and high number of experimental data =>

    Uncertainties management becomes a crucial issue

  • 66

    Basic THM model

    • Hypothesis of a classical model (Coussy formulation) Anisotropic porous media constituted by 3 phases (compressible liquid + gas +

    solid) and 2 components (ex. H20 and H2)

    Equilibrium equations

    Mass conservation of each component (classical two-phase flow model)

    Mechanical equilibrium (total stresses)

    Energy conservation

    Component laws

    Darcy law on each phase (liquid and gas)

    Porosity evolution linked to solid deformation and dilatation

    Diffusion : Fick’s law for each mixture

    Gas perfect law

    Dissolution : Henry’s law

    Vaporization

    Mechanical laws : several laws adapted to each material (elastic,

    elastoplastic, viscoplastic, thermo-viscoplastic …)

    Journées multiphasiques - Octobre 2015

    ,...fσ

  • 7

    7

    General numerical choices

    Fully Coupled formulation T,P,U

    Two-phase flow unknowns : adapted to gas

    appearance/desappearance treatment (Angelini et al. 2010)

    Finite Elements P2P1 (2D, AXI, 3D) or VF SUSHI for pure hydraulic problems

    (Angelini et al. 2010)

    Euler implicit

    High non linear (S(Pc), kr(S)…) problem solved by Newton Method + Linear

    research (Newton Krylov available)

    Linear problem solved by direct methods (Mumps) or iterative methods (from

    PESTC : BCGS, GMRES, etc.)

    In some cases, it could be preferable to chain some softwares with other instead

    of fully coupling problems => Crucial question

    Journées multiphasiques - Octobre 2015

    ),(2

    2

    2

    H

    lHH

    llM

    KP

    H

    Ex: Syrthes (thermal Software) -> Code_Aster (THM software)

    T THM

  • 88

    Mechanical laws and treatment (1/4)• Mechanical law adapted to material rheology : For Callovo Oxfordien argilite (ex. L&K, Hoek &

    Brown…):

    Journées multiphasiques - Octobre 2015

    •Brittle behavior of the rock

    •Softening behavior

    •Dilatancy

    •Creeping phenomena (viscoplasticity)

    Risk : apparition of localization effects due to strong micro deformation gradient not

    included in classical treatment (only on macroscopic variables)

    Results are dependent of grid !

    Methods of regularization : non local model using a microscopic field

    =>Micro Gradient Dilation Model (Fernandes et al. 2009) – regularization only on

    volumic strain (second gradient)

    ****

    * . eVjj

    ijij Pddxx

    D

    adLd 0 *V*

    p,u χ ,

    u

    λ

    pu ,

    u

  • 99

    Mechanical laws and treatment (2/4)

    Journées multiphasiques - Octobre 2015

    Porosity variation excavation problem without and with second gradient method (from

    MoMas Benchmark):

    Without regularization With 2d gradient

    Plastic Volumic deformation in a dam modeling with 2d gradient (Foucault 2010) :

    Coarse mesh Fine mesh

    Difficulty : Necessity of the introduction of additional parameters and internal length

    representative of localization pattern. A procedure is necessary

  • 101

    0

    Mechanical laws and treatment (3/4)

    Journées multiphasiques - Octobre 2015GeoRessources 2011

    Classical material

    parameters calibration

    curves on experimental

    homogeneous triaxial test

    Analytical

    ratio

    High order parameters

    (for second gradient)

    Numerical application on

    the structure

    Change some classical material parameters (slope of the post peak branch)

    1D problem

    analytical problem,

    Chambon et al

    2001

    Definition of a methodology to identify second gradient parameters

    (Raude et al. 2015 – collaboration with GeoRessources)=>Combination of a triaxial test modeling and analytical 1D solution

  • 111

    1

    Mechanical laws and treatment (4/4)

    Application to a shale specimen : Sisteron shale

    Porous shale specimens from Sisteron : triaxial tests (GeoRessources)

    Elasto-plastic law : Drücker Prager

    Journées multiphasiques - Octobre 2015

    First step : Calibration of the Drücker Prager

    parameters

    Distribution of the accumulated plastic shear for different slopes

    for a fixed lc

    Same results obtained with different meshes

    Perspective : Generalization of this method on different rocks and complex

    laws

    =>First hypothesis : we consider that characteristic length is about 1/3 of the horizontal size

    of the specimen

  • 121

    2

    Mechanical Numerical simulations (1/3)

    Journées multiphasiques - Octobre 2015

    Context : Andra numerical benchmark exercise (Cuvilliez et al. 2014)

    Goal : compare numerical results of underground excavation to experimental

    measures (based on a realistic experiment of tunnel digging in Bure)

    Evaluate effect of HM couplings, concrete lining, etc.

    Data : geometry, advancement of digging, etc.

    Computation hypothesis :

    2D modeling using convergence-confinement method

    Mechanical law : L&K (specific elasto-visco-plastic law)

    Coupling with hydraulic (HM simulation)

    Using of a regularization model

  • 131

    3

    Mechanical Numerical simulations (2/3)

    Journées multiphasiques - Octobre 2015

    • Goal of regularization

    • Comparison with experimental results

    Plastic strain hardening

    Local modeling With regularization

    Eigenvalue evolution in Jacobian Matrix

    Vertical displacement Water pressure

  • 141

    4

    Mechanical Numerical simulations (3/3)

    Journées multiphasiques - Octobre 2015

    Conclusion of Andra Benchmark simulation

    • Numerical predictions are consistent with experimental results: waterpressure drop and displacement well reproduced

    • Necessity to have HM modeling even for displacement reproduction• Necessity of non local method to avoid mesh dependency

    • In the future 3D modeling will be necessary to reproduce correctly diggingadvancement (convergence confinement method is limited)

    More complexity is required

  • 15

    Geometry (example) Mechanisms

    HM (elastic) – two phase flow – several

    materials

    3D

    ≈ 1 Millions DOF

    HM (elastic)– realistic modeling of digging

    One material

    3D ≈ 3 Millions DOF

    Ex : Modeling of High Activity cell THM (viscoplastic law)– homogeneous

    digging

    3D– 2d gradient ≈ 1 Millions DOF

    THM (viscoplastic) – 2d gradient – Simple

    modeling of digging (convergence

    confinement) – numerous heterogeneities

    2D

    1

    5

    What we can do (overview)

    Journées multiphasiques - Octobre 2015

    Ex : PGZ1 experiment modeling

    (FORGE Project)

    Injection of Hydrogen in

    anisotropic initially saturated

    host rock

    (Granet et al, 2010)

    Ex : Modeling of a Gallery

    digging and concrete installation

    with compressible wedge and

    interface

    Ex : Modeling of GMR Gallery

    (Meunier et al., 2011)

  • 16

    1

    6

    What we would like to do in the future

    Journées multiphasiques - Octobre 2015

    3D Viscoplastic THM study with digging progression on a complex

    geometry (crossing of galleries)

    3D two-phase flow THM problem with several materials on a complex

    geometry

    Galerie expérimentale GMR

    Unité de mesure des

    pressions d’eau

    Today : too expensive, too long

    More generally, we need :

    • More complexity (geometry, mechanisms, etc.) => more DOFand non linearities

    • More computations : Sensitive analysis are required in order to reduce uncertainties

    Experimental fitting

    Andra

  • 171

    7

    Numerical locks and perspective

    Journées multiphasiques - Octobre 2015

    Very high non linear problems

    Nature of the variables : multiple and heterogeneous

    Convergence criterion difficult to define for Newton Method

    Bad conditioning of Matrix =>Iterative solvers not optimized

    Time evolution of Interest area

    Mesh refinement criterion well adapted to Hydro-Mechanical problem not yet

    available => explosion of DOF

    HM (elastic) study of a digging. Using Homard mesh

    refinement tool (Meunier et al 2011)

    Perspective : PHD Thesis, Rita Riedlbeck, 2014 (supervised by D. di Pietro and

    A. Ern)

    Stopping criteria and adaptative scheme for non linear Hydro-Mechanical problem

    Extension to poromechanical problem of error estimates by equilibrated

    reconstructions of velocity and stress (Ern et Vohralik 2010). Flux equilibrium allows a

    systematic normalization.

    Dominant error criterion for linear solvers

    Using of iterative algebric solvers (PETSC and GMRES) adapted to parallelism

    Dynamic adaptation of time and space step

  • 181

    8

    Numerical perspectives

    Journées multiphasiques - Octobre 2015

    First investigations of the thesis:

    A posteriori error estimate for HM (elastic) problem in 2D based on equilibrated flux

    reconstruction

    Fluid velocity reconstruction in the Raviart Thomas FE space.

    Stress tensor reconstruction in the Arnold Winther FE space (new technique)

    Next steps:

    Normalization of estimate error in order to make hydraulic and mechanic comparable

    Error estimate development for plasticity problem

    Stopping criterion for Newton and algebraic solver

    Exemple of a HM problem =>Application of a Pressure loading on the cell

    Comparison between coarse mesh and fine mesh

  • 191

    9

    Packages modeling : several approaches

    Journées multiphasiques - Octobre 2015

    In cementitious package : Production of Hydrogen due to radiolyse

    Goal : estimation of H2 produced in the atmosphere

    A muliphysic problem =>Methodology : coupling of several softwares

    • Software (TRIPOLI, CEA) to estimate the dose rate• Chemical software to estimate the production of H2 inside the package• Two-phase flow THM model (Code_Aster) to estimate the hydrogen

    production and the mechanical effort

    Example : hydrogen prediction in a cementitious package (surface

    disposal)

    0,00

    10,00

    20,00

    30,00

    40,00

    50,00

    60,00

    70,00

    0,00 10,00 20,00 30,00 40,00 50,00 60,00 70,00 80,00 90,00 100,00

    [l/c

    olis

    /an

    ]

    [an]

    H2 flow

  • 202

    0

    Packages modeling : Bitumen (1/4)

    Journées multiphasiques - Octobre 2015

    Bituminized radioactive waste modeling : a multiphysic problem

    Bitumen = Matrix for the immobilization of low and intermediate

    radioactive waste

    Issue:

    estimation of swelling pressure due to water uptake and salt leaching =>

    effects on host rock

    Acceptability in CIGEO

    A bituminous package is mainly composed of :

    Soluble salts (NaNO3, Na2SO4,)

    Crystalized salts

    Solid matrix

    Mechanisms of transfer :

    Advection (Darcy)

    Osmosis

    Diffusion

    Mechanisms of swelling :

    Crystalized salt is solved by water : Volume of soluble salts > volume of

    crystalized salts

    Osmotic pressuretemps

    Ref : Marien et al. 2013

  • 21

    2

    1

    Packages modeling : Bitumen (2/4)

    Journées multiphasiques - Octobre 2015

    Formulation of a simplified model (elastic, 1D)

    Water mass conservation

    Solute (solved salt) mass conservation

    Cristal mass conservation

    Mechanic equilibrium on total stress

    Dissolution/precipitation term

    Liquid flux

    Water flux

    Solute flux Diffusion terms

    Osmotic terms

    0

    wwlwll Jqww

    t

    dt

    dmJqww

    tsslsll

    dt

    dm

    tcc

    swpK

    q s

    l

    M

    RT

    s

    sslw wD

    Kwp

    KwJ

    s

    ssls wD

    Kwp

    KwJ

    c : crystalized salt

    w: water

    s : solved salt

    l : liquid

  • 22

    Packages modeling : Bitumen (3/4)

    Journées multiphasiques - Octobre 2015

    Example : leaching of a sample at constant volume with injection of pure

    water (student S. Roman)

    L=0,01 m

    1 day

    10 days

    100 days

    1000 days

    Hydraulic pressure at several times

    Without osmosis (only diffusion) With osmosis

    Importance of osmosis : P (and compression stress) x 20

    Same order of magnitude than experimental results (Marien et al. 2013)

    atmp

    u

    ws

    1

    0

    001,0

    atmp

    u

    ws

    1

    0

    001,0

    sat

    sscl ww ;16,0;001,0

  • 23

    Packages modeling : Bitumen (4/4)

    Journées multiphasiques - Octobre 2015

    Bituminized radioactive waste under water uptake : fully coupled

    problem

    Importance of osmotic process

    Consequences of swelling on mechanical stress

    Necessity to integrate a chemical model in a THM software

    Bitumen package in contact with concrete or rocks

    Phenomena to take into account

    Dissolution, precipitation, osmosis, diffusion …

    Mechanical creeping phenomena

    Several Salts ?

    Comparison with experimental results is necessary

    Numerical difficulties

    High non linearities

    Phase and porosity appearance (water)

    Work in progress ….

  • 242

    4

    Conclusions and general

    perspectives

    On a numerical point of view :

    More and more complexity : complex 3D structural problems, Chemico-Hydro-

    Mechanical problems (concrete, bitumen, …), …

    More and more sensitive computations are required in order to improve waste

    disposal dimensioning and robustness

    Necessity to link softwares adapted to specific problems (coupling vs chaining)

    Journées multiphasiques - Octobre 2015

    Link with experimental tests is crucial

    Calibration of numerical tools (ex : characteristic length)

    Calibration of data

    More and more comparisons with experiments are required

    how to build an experiment representative of a structural problem ?

    Link between numerical model and experiment is necessary to design an experimental test

    How to deal with dispersion of experimental data ? => uncertainties management is a

    crucial issue

    Importance of adapted numerical tools