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Titolo presentazione
sottotitolo
Milano, XX mese 20XX
Numerical simulation of propagating landslides
Massimiliano Cremonesi
Umberto Perego, Attilio Frangi, Francesco Ferri, Simone Meduri
Department of Civil and Environmental Engineering
Politecnico di Milano
Massimiliano Cremonesi
Landslides in Europe
Spatial distribution of fatal (death, injury, and missing) landslides
The territory of Europe is highly exposed to slope processes due to its geological, geomorphological,
and climate variations. Such slope processes include slope mass movements that can be further
categorized into landslides, soil slips, debris flow, and rock falls. Recently, triggered by
increasingly frequent extreme weather events, mass movements in many European countries have
become common natural phenomena and have caused considerable damage and economic
losses.
• 1.3 to 3.6 million Europeans live in landslide prone areas
• 8000 to 20,000 km of roads and railways are highly exposed to landslides
Haque, U., Blum, P., da Silva, P.F. et al. Landslides (2016) 13: 1545. doi:10.1007/s10346-016-0689-3
“The highest losses per percentage of gross domestic product (GDP) with 0.19 % worldwide
however occur in Italy, which along with the USA, Japan, and India suffer the highest economic
impact from landslides” (Haque et al., 2016)
Massimiliano Cremonesi
Landslides in Italy
Italian National Institute for Environmental Protection and Research presented in 2016 a database of
528903 active landslides on the Italian territory covering 22.176 km2, which represents 7,3% of the
national territory.
Trigila A., Iadanza C., Bussettini M., Lastoria B., Barbano A. (2015) Dissesto idrogeologico in Italia: pericolosità e indicatori di rischio. Rapporto 2015. ISPRA, Rapporti 233/2015 (ISBN 978-88-448-0751-1)
Massimiliano Cremonesi
Landslides
Catastrophic landslides are exceptional natural hazard conditioned by several topographic
and environmental aspects related to soil properties, geological structure, lithology and
weathering conditions, slope morphology, land cover, and water flow.
Triggering mechanisms:
• the rapid changes in groundwater level and/or flow
• precipitation (both average and peak)
• natural erosion
• snowmelt
• earthquakes and volcanic processes
• human activities (excavations, mining, deforestation, irrigation …)
Often, it can be a combination of natural and human activities that induces landslides
The numerical simulation can be is useful for preventing and mitigating the consequences ofthese events.
Massimiliano Cremonesi
Objectives
Two different objectives:
- Given a stable slope in a geostatic state, predict
- the insurgence of instability under evolving external conditions (heavy rainfalls, earthquakes, excavations, constructions of civil infrastructures or buildings,….)
- Given an unstable slope, simulate the landslide runout and predict
- the landslide path,
- the runout distance,
- the landslide action onto existing buildings or infrastructures,
- the generated waves in the case of a landslide impinging into a water reservoir,….
Massimiliano Cremonesi
Numerical simulation of propagating landslides: what we need?
Equations of motion
Constitutive behavior
Numerical tool
accounting for extremely large displacements and deformations
track free-surfaces and interfaces
accounting for mixing of different constituents
Landslide-structure interaction
Boundary conditions
Equations of motion
Massimiliano Cremonesi
Landslides – fluid or solid?
Massimiliano Cremonesi
Balance equations
Navier-Stokes equations are written in ALE form in a moving reference domain:
c = convective velocity defined as:u fluid velocity
v mesh velocity
momentum conservation:
mass conservation:
v = 0 (i.e. c = u) => mesh is fixed => standard Eulerian description is recovered
v = u (i.e. c = 0) => mesh moves at fluid velocity => Lagrangian description is obtained
Lagrangian description is adopted almost everywhere
Massimiliano Cremonesi
Why Lagrangian?
Typically in fluid-dynamics Eulerian or ALE formulations are preferred.
Advantages of Lagrangian approach
• Natural treatment free-surfaces
• No convective terms (eqs. are still non-linear)
• Interfaces are automatically defined by the particles (nodes) position
• Fluid-structure interaction
Disadvantages of Lagrangian approach
• Excessive mesh distortion (if mesh-based solver are used)
• Complex definition of outflow and inflow
• Boundary condition can be difficult to imposed
Massimiliano Cremonesi
Numerical simulation of propagating landslides: what we need?
Equations of motion
Constitutive behavior
Numerical tool
accounting for extremely large displacements and deformations
track free-surfaces and interfaces
accounting for mixing of different constituents
Landslide-structure interaction
Boundary conditions
Massimiliano Cremonesi
Modelling of soil behavior
A simplified model as been chosen for the landslide constitutive behavior.
The granular material has been modeled as an visco-plastic non-Newtonian
Bingham-like constitutive model.
The shear stress is related to the shear strain 𝛾:
𝑝 = pressurec = cohesion𝜑 = friction angle𝜇 = viscosity
Cohesive-frictional flowing granular material behavior modeled by Mohr-Coulomb
criterion
The Cauchy stress tensor is decomposed into its hydrostatic and deviatoriccomponents:
Papanastasiou regularization:
(Papanastasiou TC. Flows of materials with yield. Journal of Rheology 1987; 31:385–404)
Massimiliano Cremonesi
Numerical simulation of propagating landslides: what we need?
Equations of motion
Constitutive behavior
Numerical tool
accounting for extremely large displacements and deformations
track free-surfaces and interfaces
accounting for mixing of different constituents
Landslide-structure interaction
Boundary conditions
• Finite element method
• Fast remeshing
Massimiliano Cremonesi
Perform the Delaunay
triangulation
Identify the external and
internal boundaries
Solve the linearized
Navier-Stokes equation
Move the mesh nodes to
the new position
Check
convergence
Check mesh
distortion
t = tn+1t = tn+1
k=k+1
yes
yes
no
no
The steps of method
2D
3D
Massimiliano Cremonesi
alpha shape method
Triangulation and boundary identification
alpha-shape method: remove the unnecessary triangles to find the real shape using a
criterion based on the mesh distortion ( Edelsbrunner & Mucke(1994); Oñate et al(2004) )
the minimal distance between two
nodes in the elementeh
eR
criterion h
Re1
the radius of the circumcircle
mean value of heh
Delaunay triangulation
2D
3D
Massimiliano Cremonesi
Alpha-shape
Separation of a particle
Inclusion of a particle
the motion of the separated particles is governed by the body force and the initial
velocity which they are subjected to
Massimiliano Cremonesi
Space and time discretization
Delaunay Tessellation to regenerate frequently the connectivity:
• only triangles (in 2D) and tetrahedra (in 3D) can be used;
• to avoid interpolation from mesh to mesh only linear shape functions can be used (P1)
space and time
discretization
mixed formulation (velocity and pressure)
Standard finite element space discretization
Forward Euler scheme for time integration
Massimiliano Cremonesi
Stabilization
to avoid interpolation from mesh to mesh linear shape functions are
used for velocity and pressure
LBB compatibility condition is not satisfied
Pressure Stabilizing Petrov Galerkin stabilization*
*Tezduyar (1991)
Massimiliano Cremonesi
Impact on a rigid object
Koshizuka et al. (1995)
Massimiliano Cremonesi
Impact on a rigid object
t=0,2 s
t=0,3 s
t=0,4 s
Massimiliano Cremonesi
Impact on a rigid object
t=0,2 s
Fre
e-s
urf
ace p
ositio
n
0.00
0.02
0.04
0.06
0.08
0.10
0.12
0.14
0.16
0.18
0.20
0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40
experimental
numerical
Massimiliano Cremonesi
Numerical simulation of propagating landslides: what we need?
Equations of motion
Constitutive behavior
Numerical tool
accounting for extremely large displacements and deformations
track free-surfaces and interfaces
accounting for mixing of different constituents
Landslide-structure interaction
Boundary conditions
• fluid-structure interaction
• fluid-fluid interaction
Massimiliano Cremonesi
Fluid-structure interaction
two distinct analyses are performed:
- a fluid analysis in the fluid domain;
- a structural analysis in the solid domain.
a coupled analysis is performed
Cremonesi M., Frangi A., Perego U., (2010) A Lagrangian finite element approach for the analysis of fluid-structure
interaction problems, International Journal for Numerical Methods in Engineering, vol 84, pp. 610–630
Massimiliano Cremonesi
Fluid-structure interaction
coupled analysis:
Dirichlet-Neumann algorithm
• Strong coupling
• Compatible interfaces
• Same time step for fluid and solid phases (implicit/implicit coupling)
Coupling using the domain decomposition approach (Gravouil-Comberscure*)
• Loose coupling
• Different discretization of the fluid/solid interface (no compatible meshes)
• Different time step for fluid and solid phases (explicit/explicit coupling)
(see Meduri’s PhD thesis)
*A. Gravouil , A. Combescure, “Multi-time-step explicit-implicit method for non-linear structural dynamics.” International Journal for NumericalMethods in Engineering, 50: 199-225, 2001.
Massimiliano Cremonesi
Impact on a elastic object
L = 14.6cm
h = 1.2 cm
d = 20/3 h
rho =2500 Kg/m3
E = 106 Kg/s2m
nu = 0
Walhorn et al. (2005); Idelsohn et al. (2008)
Massimiliano Cremonesi
Impact on a elastic object
* E. Walhorn, A. Kolke, B. Hubner, D. Dinkler, Fluid–structure coupling with monolithic model involving free surface flows. Comp.
Struct, 83 (2005) 2100–2111
** S.R. Idelsohn, J. Marti, A. Limache, E. Oñate, Unified Lagrangian formulation for elastic solids and incompressible fluids:
Application to fluid–structure interaction problems via the PFEM. Comput. Methods Appl. Mech. Engrg., 197 (2008) 1762–1776.
-4.00E-02
-3.00E-02
-2.00E-02
-1.00E-02
0.00E+00
1.00E-02
2.00E-02
3.00E-02
4.00E-02
5.00E-02
6.00E-02
0.00E+00 1.00E-01 2.00E-01 3.00E-01 4.00E-01 5.00E-01 6.00E-01 7.00E-01 8.00E-01 9.00E-01 1.00E+00
Def
lect
ion
[m
]
Time [s]
Walhorn et al. *
Idelsohn et al. **
present method
Massimiliano Cremonesi
Deformation of an elastic gate
Antoci et al. (2007)
A = 0.1 m
H = 0.14 m
B = 0.1 m
L = 0.079 m
s = 0.005 m
rho = 1100 Kg/m3
E = 1,2 x107 N/m2
Massimiliano Cremonesi
Deformation of an elastic gate
t=0,24s
t=0,40 s
t=0,08 s
Massimiliano Cremonesi
0
0.01
0.02
0.03
0.04
0.05
0.06
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4
Dis
pla
cem
ent
[m]
Time [s]
x-disp exp
x-disp computed
x-disp SPH
y-disp exp
y-disp computed
y-disp SPH
Deformation of an elastic gate
* C. Antoci, G. Gallati, S. Sibilla, Numerical simulation of fluid–structure interaction by SPH. Computers and Structures 85
(2007) 879–890
*
*
Massimiliano Cremonesi
Filling of an elastic container
A.Franci, E. Onate, J.M. Carbonell, "Unified Lagrangian formulation for solid and mechanics and FSI problems". Computer Methods in Applied mechanics and Engineering, 298(2016) 520-547
Geometry
h 2.5 𝑚
H 3.75 𝑚
R 2.25 𝑚
B 1.3 𝑚
B 4.8714 𝑚
s 0.2 𝑚
Fluid
Density 1000 𝑘𝑔/𝑚3
Viscosity 50/100 𝑃𝑎 ∙ 𝑠
Bulk Modulus 1.75 ∙ 107 𝑃𝑎
# of Nodes 15039
Structure
Density 20 𝑘𝑔/𝑚3
Young's Modulus 2.1 ∙ 107 𝑃𝑎
Poisson Ratio 0.3
# of Nodes 5248
CPU TIME 25 ℎ
Massimiliano Cremonesi
Filling of an elastic container
(see Meduri’s PhD thesis)
* A.Franci, E. Onate, J.M. Carbonell, "Unified Lagrangian formulation for solid and mechanics and FSI problems". Computer Methods in Applied mechanics and Engineering, 298(2016) 520-547
present approach
Franci et al. (2016)
Massimiliano Cremonesi
Numerical simulation of propagating landslides: what we need?
Equations of motion
Constitutive behavior
Numerical tool
accounting for extremely large displacements and deformations
track free-surfaces and interfaces
accounting for mixing of different constituents
Landslide-structure interaction
Boundary conditions
Massimiliano Cremonesi
Landslide-substrate boundary conditions
• Standard fluid mechanics boundary conditions, based on macroscopic observation of physical interaction phenomena:
perfect coupling between fluid and containing wall => u = 0 on the boundary
• Molecular dynamics simulations show relative slip/layers between fluid and containment wall, depending of relative density, wall rugosity etc
• Experiments on macroscopic granular material avalanches => increasing relative slip is observed for increasing grain size
(Schaefer, M., Bugnion, L., Kern, M. & Bartelt, P. Granular Matter 12, 327-336, 2010)
Massimiliano Cremonesi
Landslide-substrate boundary conditions
Slip in a Couette flow
tangential component of the traction acting on the surface of normal n
a parameter defining the amount of slip, a threshold stress
Concept of “slip length hslip“ in Couette flow (P.A.Thompson, M.O.Robbins, Phys. Rev. A, 1990)
hslip >0 => slip
hslip = 0 => perfect coupling
t
slipuS
on S
slip
p
t I n I n n
u u I n n
t = tangential traction acting on landslide material at basal interface
uslip = landslide sliding velocity at basal interface
Classical Navier boundary conditions: with bulk viscosityslip
sliph
t u
3D extension:
Massimiliano Cremonesi
Slip boundary conditions
Extended Navier-type b.c. with frictional pressure-dependent threshold
tan with
tan
1tan for tan 0
tan1 for tan 0 for tan
slip
slip basal
slip basal
slip basal basal
slip
slip
basalbasal slip b
slip
slip
slip
hp
p
p p
pp p
tu t
t
u t
t u t
uu t
tt t u t
utt u
u
0asal
regularized Navier-type slip law
no interpenetration condition
on
0
slip
S
ut
u n
tan1slipNslip basal
slip
h pe
u
u has the dimensions of a length over a viscosity
Exponential regularization of the slip coefficient:
(see Ferri’s PhD thesis)
tan basalp
Massimiliano Cremonesi
Slip boundary condition at corners
• Problem with enforcing slip boundary conditions at corner boundary nodes in discretized boundaries
jump in normal directions => locking in case of strong enforcement of b.c.
no slip
Behr, M. On the application of slip boundary condition on curved boundaries. Int. J. Numer. Meth. Fluids 45, 43-51 (2004).
Engelman, M. S., Sani, R. L. & Gresho, P. M. The implementation of normal and/or tangential boundary conditions in finite element codes for incompressible fluid flow. Int. J. Numer. Meth. Fluids 2, 225-238 (1982)
Slip condition + no-interpenetration condition = LOCKING!
1
0C
d
v n u n u n
• No-interpenetration condition enforced in weak form through penalization
Dione, I., Tibirna, C. & Urquiza, J. Stokes equations with penalised slip boundary conditions. International Journal of Computational Fluid Dynamics 27, 283-296 (2013)
=> addition of a penalization term to the weak form (v = trial function, = penalization parameter)
Cremonesi M., Ferri F., Perego U. (2017) A basal slip model for Lagrangian finite element simulations of 3D landslides,
International Journal for Numerical and Analytical Methods in Geomechanics, vol 41, pp 30-43
Massimiliano Cremonesi
Slip nodes
slip nodes
Lagrangian nodes
(c = 0)
Lagrangian formulation (c = 0) is adopted everywhere with the only exception of
boundary nodes at landslide-substrate interface, to be able to enforce slip boundary
conditions.
(fixed and c = u)
+ stabilization terms
T
slip c
D
Dt
uM x K x K x K x u D x P B
D x U 0
Massimiliano Cremonesi
Granular material flowing on inclined planes
Huston sand
total volume = 301 cm3 density = 1280 Kg/m3
friction angle = 34° basal friction angle = 28°
mesh nodes = 72499
• I. Manzella, Dry rock avalache propagation: unconstrained flow experiments with granular materials and blocks at
small scale. EPFL Lausanne, 4032, 2008.
• M. Pastor, B. Haddad, G. Sorbino, S. Cuomo, V. Drempetic, A depth-integrated, coupled SPH model for flow-like
landslides and related phenomena International Journal for Numerical and Analytical Methods in Geomechanics ,
Vol: 33(2), 2009
Massimiliano Cremonesi
Granular flow: 1 plane
Massimiliano Cremonesi
Granular flow: 1 plane
Massimiliano Cremonesi
Granular flow: 2 planes
Massimiliano Cremonesi
Granular flow: 2 planes
Massimiliano Cremonesi
Granular flow: 2 planes (final deposit)
Massimiliano Cremonesi
Granular mass on erodible substrate
Crosta, G.B, De Blasio, F.V., De Caro, M., Volpi,
G, Imposimato, S, Roddeman, D. Modes of
propagation and deposition of granular flows onto
an erodible substrate: experimental, analytical,
and numerical study. Landslides (2016):1–22.
Massimiliano Cremonesi
The Frank Slide, Alberta, Canada 1903
Over 90 million tons of limestone rock slid down TurteMountain within 100 seconds, destroying the easternedge of Frank.
Between 70 and 90 of the town's residents were killed.
Native tribes were used to call Turtle Mountain "themountain that moves“ for its well-known instability.Coal mining operations may have further weakened themountain's internal structure.
The Frank Slide of 1903 was the deadliest landslide disaster of Canada.
The rock detached from the ridge of Turtle Mountain (700 m wide x 400 m).
The deposit is about 1.7 km wide, almost 2 km long and 18 m thick on average.
The Frank Slide buried part of the mining town of Frank, Northwest Territories, Canada, at 4:10 am of April 29, 1903.
Pastor, M., Blanc, T., Pastor, M.J.: A depth-integrated viscoplastic model for dilatant saturated cohesive-frictional fluidized
mixtures: Application to fast catastrophic landslides. J. Nonnewton. Fluid Mech. 158, 142–153 (2009)
Massimiliano Cremonesi
The Frank Slide, Alberta, Canada 1903
Massimiliano Cremonesi
The Frank Slide, Alberta, Canada 1903
Massimiliano Cremonesi
Waves induced by landslides: Vajont tragedy (1963)
Massimiliano Cremonesi
Waves induced by landslides: Vajont tragedy (1963)
Town of Longarone before the wave Town of Longarone after the wave
Massimiliano Cremonesi
Vajont landslide
Massimiliano Cremonesi
0.00
100.00
200.00
300.00
400.00
500.00
600.00
700.00
800.00
900.00
0.00 500.00 1000.00 1500.00 2000.00 2500.00 3000.00 3500.00WAVE HEIGHT- RIGHT BANK
In situ records
Numerical Simulation
= 0,01 Pa s
= 024°
basal = 0°
hslip = 10000 m
typical elementlength = 20 m
Vajont landslide
Massimiliano Cremonesi
Conclusions & Future Developments
• Lagrangian Finite Element technique for landslides simulations;
• landslide modeled as non-Newtonian Bingham-like fluid;
• Navier-like slip boundary conditions with frictional pressure dependent
threshold to better represent interaction between landslide and slope;
• approach validated with numerical test against experimental results and
real records of real landslides.
Perspectives:
• more realistic constitutive law for landslide material, allowing for initial
static equilibrium and instability triggering
Redaelli, I., di Prisco, C. & Vescovi, D. A visco-elasto-plastic model for granular materials under simple shear
conditions. Int. J. Numer. Anal. Meth. Geomech. (2015)
• further validation on real landslides;
• speed-up calculation to allow for practical engineering applications.
Titolo presentazione
sottotitolo
Milano, XX mese 20XX
Thank you for your attention
Massimiliano Cremonesi
Department of Civil and Environmental Engineering
Politecnico di Milano