Use of COMSOL as an Educational Tool through its ... - COMSOL.com
Use of COMSOL as an Educational Tool through its ... - COMSOL.com
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Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to<br />
Ground Water Pollution<br />
Presented at the <strong>COMSOL</strong> Conference 2009 Mil<strong>an</strong><br />
Arezou Modaressi-Farahm<strong>an</strong>d-Razavi<br />
Laboratoire MSS-Mat<br />
École Centrale Paris<br />
arezou.modaressi@ecp.fr<br />
16 October - <strong>COMSOL</strong> 2009 Mil<strong>an</strong><br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
1 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
1 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
2 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Description <strong>of</strong> the course<br />
1 Tr<strong>an</strong>sport <strong>an</strong>d tr<strong>an</strong>sfer <strong>of</strong> pollut<strong>an</strong>ts in the soil<br />
2 W<strong>as</strong>te disposal <strong>an</strong>d ground water protection<br />
3 Curiculum<br />
Undergraduate level in a generalist engineering school ,<br />
9/33 hours<br />
MSc in Soil & Rock Mech<strong>an</strong>ics<br />
12/21 hours<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
3 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Description <strong>of</strong> the course<br />
1 Tr<strong>an</strong>sport <strong>an</strong>d tr<strong>an</strong>sfer <strong>of</strong> pollut<strong>an</strong>ts in the soil<br />
2 W<strong>as</strong>te disposal <strong>an</strong>d ground water protection<br />
3 Curiculum<br />
Undergraduate level in a generalist engineering school ,<br />
9/33 hours<br />
MSc in Soil & Rock Mech<strong>an</strong>ics<br />
12/21 hours<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
3 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
4 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Statement <strong>of</strong> problem<br />
Domestic w<strong>as</strong>te disposal near a river<br />
1 Physical mech<strong>an</strong>isms<br />
Ground water flow<br />
Tr<strong>an</strong>sport & tr<strong>an</strong>sfer <strong>of</strong> pollut<strong>an</strong>t<br />
2 Geohydrological configuration<br />
medium s<strong>an</strong>d<br />
clay layer<br />
hydraulic gradient<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
5 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
6 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Ground water flow<br />
Discover <strong>COMSOL</strong> <strong>through</strong> <strong>an</strong> example with <strong>an</strong>alytical solution<br />
Lowering <strong>of</strong> water table <strong>through</strong> excavation <strong>of</strong> a trench<br />
Q1: Give the conceptual model including the governing equations <strong>an</strong>d the<br />
corresponding boundary conditions<br />
R1: Water m<strong>as</strong>s bal<strong>an</strong>ce <strong>through</strong> a porous media respecting Darcy’s flow rule:<br />
with:<br />
− ∇ · (k∇h) = S ∂h<br />
∂t<br />
h: hydraulic head,<br />
S: storage capacity which c<strong>an</strong> be neglected,<br />
k the hydraulic conductivity tensor.<br />
x ∈ Ω (1)<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
7 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
R1 The boundary conditions are:<br />
1 Neum<strong>an</strong>n boundary condition:<br />
n · (k n∇ n h) = 0 x ∈ Γ h1 , Γ h2 , Γ h3 (2)<br />
2 Dirichlet conditions:<br />
h = H 1 − 10 x ∈ Γ h4 (3)<br />
h = H 1 m x ∈ Γ h5 (4)<br />
Γ h2<br />
Γ h3<br />
8 / 20<br />
Γ h4<br />
Γ h5<br />
Γ h1<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
Q2 Compute the flux <strong>of</strong> water to be pumped <strong>an</strong>d discuss the precision. How<br />
c<strong>an</strong> the difference be reduced?<br />
R2 Dupuit <strong>as</strong>sumption (flow is horizontal in each vertical section) gives the<br />
input <strong>an</strong>d output flows on Γ h5 <strong>an</strong>d Γ h4 boundaries:<br />
∫<br />
Q Γi = k ∂h dS (5)<br />
Γ i<br />
∂n<br />
Flow lines & equipotential contours<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
9 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
Flux error estimation / <strong>an</strong>alytical solution Q a<br />
Q Γ5 −Q Γ4<br />
Q Γ5<br />
Q Γ4 −Q a<br />
Q a<br />
Γ<br />
Q Γ5 −Q h4<br />
a<br />
Q a<br />
[%] [%] [%]<br />
Γ h3<br />
Γ h2<br />
Γ h1<br />
Γ h5<br />
mesh1 10.5 -1.1 10.5<br />
mesh2 7.5 2.2 10.5<br />
mesh3 5.2 4.6 10.4<br />
mesh ∞ 2.7 7.5 10.4<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
10 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
S<strong>an</strong>d lentils<br />
REV model<br />
Horizontal & vertical flow<br />
Questions & <strong>an</strong>swers<br />
Computation <strong>of</strong> equivalent horizontal & vertical conductivity<br />
∫<br />
k ∂h<br />
Γ i<br />
∂n dS = ∆h<br />
Keq<br />
∆L<br />
(6)<br />
k h = 10k v<br />
d<br />
horizontal flow<br />
vertical flow<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
11 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
12 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
Extension <strong>of</strong> the contamination plum<br />
A variety <strong>of</strong> pollut<strong>an</strong>t origins with different physical characteristics c<strong>an</strong> be<br />
studied<br />
Miscible or immiscible,<br />
Light or heavy,<br />
bio-degradable,<br />
etc<br />
Miscible one species pollut<strong>an</strong>t (sake <strong>of</strong> simplicity)<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
13 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
Q1: Give the conceptual model including the governing equations <strong>an</strong>d the<br />
corresponding boundary conditions<br />
R1: M<strong>as</strong>s bal<strong>an</strong>ce <strong>of</strong> the species taking into account advection, diffusion,<br />
dispersion <strong>an</strong>d possibly sorption:<br />
with:<br />
r ∂c − ∇ · (−D · ∇c) + v · ∇c = 0 (7)<br />
∂t<br />
c : concentration <strong>of</strong> the pollut<strong>an</strong>t,<br />
v: the advection tr<strong>an</strong>sport velocity (=V r/θ, V r = −k/θ · ∇h, θ: porosity)<br />
D : hydrodynamic dispersion tensor given by:<br />
D = D 0<br />
+ α L e L ⊗ e L + α T e T ⊗ e T (8)<br />
D 0<br />
: bulk diffusion <strong>of</strong> the medium,<br />
α L <strong>an</strong>d α T : longitudinal <strong>an</strong>d tr<strong>an</strong>sversal dispersivity coefficients,<br />
e A : unit vector along the A direction<br />
r: retardation factor , equal to one when absence <strong>of</strong> adsorption.<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
14 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Boundary conditions<br />
Questions & <strong>an</strong>swers<br />
Neum<strong>an</strong>n condition with no diffusive flux:<br />
Advective flux boundary:<br />
n · (D n∇ n c) = 0 x ∈ Γ c1 , Γ c3 , Γ c5 (9)<br />
n · (D n<br />
∂c<br />
∂n ) + vn · c = vn · c x ∈ Γc 2, Γ c6 (10)<br />
Dirichlet condition:<br />
c(x, t) = 1 x ∈ Γ c4 (11)<br />
Γ c5<br />
Γ c4<br />
Γ c3<br />
Γ c6<br />
Γ c2<br />
Γ c1<br />
The domain <strong>an</strong>d <strong>its</strong> boundaries for the solute tr<strong>an</strong>sport problem<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
15 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
Extension <strong>of</strong> pollution<br />
Contours <strong>of</strong> concentration after 10 years<br />
C∗ = 1<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
16 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Confinement walls<br />
Questions & <strong>an</strong>swers<br />
Q2 Give the flux <strong>of</strong> water to pump in order to prevent solute propagation <strong>an</strong>d<br />
to keep the fill out <strong>of</strong> water<br />
R2 Water flow patern modified after confinement <strong>an</strong>d excavation.<br />
Modification <strong>of</strong> hydraulic boundary conditions:<br />
Neum<strong>an</strong>n boundary condition:<br />
n · (k n∇ n h) = 0 (12)<br />
x ∈ Γ h1 , Γ h2b , Γ h2c , Γ h3 , Γ h4 , Γ h5 , Γ h6b , Γ h6c<br />
Dirichlet conditions:<br />
h = H 1 x ∈ Γ h2a , Γ h6a (13)<br />
h = H 1 − 10m x ∈ Γ h7 (14)<br />
Γ h6c<br />
Γ h6b<br />
h6a<br />
Γ h5<br />
Γ h4<br />
Γ h7<br />
Γ h1<br />
Γ h3<br />
Γ h2c<br />
Γ h2b<br />
h2a<br />
R3 S<strong>an</strong>d lentils: multiplication <strong>of</strong> the flux to be pumped by 10<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
17 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Questions & <strong>an</strong>swers<br />
Confinement walls<br />
Contours <strong>of</strong> concentration after the construction <strong>of</strong> the confining wall<br />
(t=10 years)<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
18 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Contents<br />
1 Introduction<br />
2 Statemend <strong>of</strong> problem<br />
3 Ground Water flow<br />
4 Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport<br />
5 Conclusion<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
19 / 20
Introduction Statemend <strong>of</strong> problem Ground Water flow Pollut<strong>an</strong>t tr<strong>an</strong>sfer <strong>an</strong>d tr<strong>an</strong>sport Conclusion<br />
Conclusion<br />
1 Step by step approach using <strong>COMSOL</strong><br />
intuitive use<br />
adequate default values<br />
practical post-processing<br />
automatic report<br />
2 Other possibilities<br />
Remediation techniques<br />
reactive permeable barrier<br />
bio-degradation<br />
venting<br />
...<br />
Physical models<br />
tr<strong>an</strong>sfert mech<strong>an</strong>isms: degradation<br />
immiscible species: multiph<strong>as</strong>e flow<br />
multiple species & coupling between them<br />
...<br />
Numerical point <strong>of</strong> view<br />
streamline<br />
regularisation<br />
non linearities (isoterm, conductivity,...)<br />
taking into account uncertainties<br />
interpretation <strong>of</strong> hydrogeological data<br />
<strong>Use</strong> <strong>of</strong> <strong>COMSOL</strong> <strong>as</strong> <strong>an</strong> <strong>Educational</strong> <strong>Tool</strong> <strong>through</strong> <strong>its</strong> Application to Ground Water Pollution<br />
20 / 20