Resuspension and Transport of Allergen-carrier Particles ...
Particulate Gravity Currents with Resuspension · 2016-05-06 · Particulate Gravity Currents with...
Transcript of Particulate Gravity Currents with Resuspension · 2016-05-06 · Particulate Gravity Currents with...
Types Experiments DNS KSB Debris Debris Flows Conclusions
Particulate Gravity Currents with
Resuspension
Jim McElwaine
Professor of GeohazardsDepartment ofEarth Sciences
Durham University
Types Experiments DNS KSB Debris Debris Flows Conclusions
Acknowledgments
Betty Sovilla Barbara Turnbull
Kouichi Nishimura Christophe Ancey
Dieter Issler Takahiro Ogura
Eckart Meiburg Shane Byrne
Nathalie Vriend Jan-Thomas Fischer
Liz Bowman
Types Experiments DNS KSB Debris Debris Flows Conclusions
Plan of Talk
• Transition Experiments
• Direct Numerical Simulations
• Dynamic Models
Types Experiments DNS KSB Debris Debris Flows Conclusions
Powder Avalanche on K2 Pierre Beghin
Types Experiments DNS KSB Debris Debris Flows Conclusions
Head of Powder Snow Avalanche Cemagref
Types Experiments DNS KSB Debris Debris Flows Conclusions
Slab Avalanche Fracture Line
Types Experiments DNS KSB Debris Debris Flows Conclusions
Test Chute in Davos film
Types Experiments DNS KSB Debris Debris Flows Conclusions
Schematic of Avalanche, Turbidity Current, Pyroclastic Flow
Base
Powder cloud
Nose
Head
Body
Transition regionDense flow
ρ1
ρ2
gθ
x
z
umax
uh
uf
Types Experiments DNS KSB Debris Debris Flows Conclusions
Aim
Understand formation of Suspension Currents
Use steep slopes to give a low Richardson number for large
density difference
Transition to suspension
Limited entrainment
Steady flows
Understand air interaction
Comparison of field observations with experiments
Types Experiments DNS KSB Debris Debris Flows Conclusions
Similarity Criteria
Experiment Materials Rep Ri St∆ρ
ρa
Re
Powder snow avalanches Snow-air 3000 1 0.02 10 109
Ancey (2004) sawdust 50 1.7 0.006 0.05 104
water
Bozhinskiy (1998) aluminium 0.1 20 0.03 1 103
air
Beghin (1981) Brine-water/ – 5 – 0.02 104
Beghin (1983) Sand-waterBeghin (1983) suspension
Nishimura (1998) Ping-pong balls 2 × 104 2 10 50 107
McElwaine (2001) air
Hampton (1972) Kaolinite and – < 0.5 – 0.1 –water slurry
Hermann (1987) Polystyrene powder 1.5 0.1 10−4 0.002 104
water
Hopfinger (1977) Brine – 2 – 0.01 103
Tochon-Danguy (1974) water
Present Study Snow-air 150 1 10 10 105
Present Study Polystyrene-air 150 2 1 5 104
Types Experiments DNS KSB Debris Debris Flows Conclusions
Similarity Summary
Exact similarity of Ri and ∆ρ/ρa
Re and Rep not matched but qualitatively similar
St is different ⇒ sedimentation is important
Slope angles are different.
Appears unimportant at high Re
Types Experiments DNS KSB Debris Debris Flows Conclusions
Experiments
Air pressuresensor
��������
2m
3m
Sieve
Tube
Funnel
front view
Funnel
Sieve
Tube
����������������
Angles 45° to 90°
Hoist
side view
Types Experiments DNS KSB Debris Debris Flows Conclusions
Side View 8 Litre Avalanches
31.5o slope
58.5o slope
91.0o slope
100 ml side 100 ml front8000 ml side 8000 ml front
Types Experiments DNS KSB Debris Debris Flows Conclusions
Non-dimensional Height — h = hV 1/3
45 50 55 60 65 70 75 80 85 900
0.1
0.2
0.3
0.4
0.5
0.6
slope angle (o)
no
nd
ime
nsio
na
l fin
al head h
eig
ht 0.5 l
1.0 l2.0 l5.0 l
Types Experiments DNS KSB Debris Debris Flows Conclusions
Polystyrene balls
Types Experiments DNS KSB Debris Debris Flows Conclusions
Polystyrene balls on 70◦ surface
g
Types Experiments DNS KSB Debris Debris Flows Conclusions
Ping-Pong Avalanches
Types Experiments DNS KSB Debris Debris Flows Conclusions
Non-Dimensional Velocity — u = u
V16 g
12
50 60 70 80 900
2
4
6
θ (o)
~ u 0
0.5 l
1.0 l
2.0 l
5.0 l
50 60 70 80 900
2
4
6
θ (o)
~ u 1
Types Experiments DNS KSB Debris Debris Flows Conclusions
Front Velocities at the K-Point
100
102
104
106
2
3
4
5
10
15
Number of balls (log scale)
Ve
locity (
ms−
1)
(lo
g s
ca
le)
v =1.8n1/6
experiment
Types Experiments DNS KSB Debris Debris Flows Conclusions
Pressure Theory Comparison
0 0.05 0.1 0.15 0.2 0.25
−2
−1
0
1
2
3
Time (s)
Pre
ssure
(pa)
data dynamic fit hydrostatic fit
Air pressure in a small powder cloud
Types Experiments DNS KSB Debris Debris Flows Conclusions
DNS simulations and Ping-Pong experiments
−0.4 −0.2 0 0.2−140
−120
−100
−80
−60
−40
−20
0
20
40
60
Time (s)
Overp
ressure
(P
a)
experimental data p = 1/2ρ
a v
2 (R/r)
3 [2−(R/r)
3]
v=10.2m/s, R=1.0m, r=R−vt
Air pressure data from aping-pong ball avalanches
and comparison with theory
0 200 400−0.01
−0.005
0
0.005
0.01
0.015
0.02
TimeP
ressure
Air pressure data from a di-
rect numerical simulation ofa gravity current
Types Experiments DNS KSB Debris Debris Flows Conclusions
Front Instability, 5 l polystyrene, 51 ◦ slope
Types Experiments DNS KSB Debris Debris Flows Conclusions
Conclusions
Transition to suspension can be achieved in the laboratory
Can deduce avalanche length, height, speed, and
front angle from pressure data
Good agreement between theory, experiments and field
observations
Pressure measurements can distinguish suspended from
dense flows
Coherent internal velocities can be twice front velocity
Take care estimating forces !
Types Experiments DNS KSB Debris Debris Flows Conclusions
Direct Numerical Simulations
• Meiburg Code
2d spectral with compact finite differences
• Diablo from John taylor
3d spectral with low order finite differences
• Simulation region 8×1
• Release area 2×0.5
• Slope angles 0–90◦
• Boussinesq and non-Boussinesq
Test hypothesis:
stagnation point is lowest point as Re→ ∞
Types Experiments DNS KSB Debris Debris Flows Conclusions
Time evolution, Re=32,000, Slope=10◦film front
0
4
8
Positio
n
0 5 10 15 20
−50
0
50
Angle
Time
0
0.1
0.2
Heig
ht
nose
lowest
stagnation
Types Experiments DNS KSB Debris Debris Flows Conclusions
Time evolution, Re=32,000, Slope=60◦film front
0
4
8
Positio
n
0 5 10 15 20
−50
0
50
Angle
Time
0
0.1
0.2
Heig
ht
nose
lowest
stagnation
Types Experiments DNS KSB Debris Debris Flows Conclusions
Re Comparison at slope 0◦
2k 00deg, s=30, t= 5.80 2knb 00deg, s=30, t= 5.80
4k 00deg, s=30, t= 5.80 4knb 00deg, s=30, t= 5.80
8k 00deg, s=30, t= 5.80 8knb 00deg, s=30, t= 5.80
16k 00deg, s=30, t= 5.80 16knb 00deg, s=30, t= 5.80
32k 00deg, s=30, t= 5.80 32knb 00deg, s=30, t= 5.80
64k 00deg, s=30, t= 5.80
Types Experiments DNS KSB Debris Debris Flows Conclusions
Re Comparison at slope 20◦
2k 20deg, s=30, t= 5.80 2knb 20deg, s=30, t= 5.80
4k 20deg, s=30, t= 5.80 4knb 20deg, s=30, t= 5.80
8k 20deg, s=30, t= 5.80 8knb 20deg, s=30, t= 5.80
16k 20deg, s=30, t= 5.80 16knb 20deg, s=30, t= 5.80
32k 20deg, s=30, t= 5.80 32knb 20deg, s=30, t= 5.80
Types Experiments DNS KSB Debris Debris Flows Conclusions
Re Comparison at slope 40◦
2k 40deg, s=30, t= 5.80 2knb 40deg, s=30, t= 5.80
4k 40deg, s=30, t= 5.80 4knb 40deg, s=30, t= 5.80
8k 40deg, s=30, t= 5.80 8knb 40deg, s=30, t= 5.80
16k 40deg, s=30, t= 5.80 16knb 40deg, s=30, t= 5.80
32k 40deg, s=30, t= 5.80 32knb 40deg, s=30, t= 5.80
Types Experiments DNS KSB Debris Debris Flows Conclusions
Stagnation Point Angle
0 20 40 60 80−5
0
5
10
15
20
25
Slope angle
Sta
gnation A
ngle
Devia
tion
2k
4k
8k
16k
32k
64k
Types Experiments DNS KSB Debris Debris Flows Conclusions
Front Speed — High angles evaporate
0 20 40 60 800
0.1
0.2
0.3
0.4
0.5
0.6
Slope angle
Fro
nt S
peed
2k
4k
8k
16k
32k
64k
Types Experiments DNS KSB Debris Debris Flows Conclusions
Hindered Sedimentation, with Particle Pressure
∂φ
∂t+∇ · q = 0,
where particle flux
q = uφ+ usφ(1 − αφ)− D∇φ
1 − βφ
Sedimenting Boundary condition n · ∇(n · q) = 0 or ∇φ = 0
Resuspending boundary condition n · q = 0
Use mixed compact finite differences and finite volume
schemes to exactly conserve mass.
Types Experiments DNS KSB Debris Debris Flows Conclusions
Sedimentation vs Resuspension
2 3 4 5
0 0.5 1 1.5 2
0 1 2 30
0.5z
(b)x
φ
FSOF
HSZF
x
t = 5 t = 15
Types Experiments DNS KSB Debris Debris Flows Conclusions
2D with no-slip and hindered sedimentation, Re = 2 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
2D with slip and hindered sedimentation, Re = 2 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
3D with no-slip and hindered sedimentation, Re = 4 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
3D with no-slip and hindered sedimentation, Re = 4 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
3D with slip and hindered sedimentation, Re = 4 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
3D with slip and hindered sedimentation, Re = 4 000
Types Experiments DNS KSB Debris Debris Flows Conclusions
Comparison
2D Re=2 000 no-slip
2D Re=4 000 no-slip
2D Re=2 000 slip
2D Re=4 000 slip
3D Re=2 000 no-slip
3D Re=4 000 no-slip
3D Re=2 000 slip
3D Re=4 000 slip
Types Experiments DNS KSB Debris Debris Flows Conclusions
Kulikovskiy–Sveshnikova–Beghin (KSB)Three conservation equations
volumedV
dt= qs + qa
buoyancydB
dt= (ρs − ρa)qs
momentumd
dt
{
[
B + (1 + χ)Vρa
]
u
}
= Bg sin θ
ρs snow density ρa air density χ added mass
g gravity θ slope angle
qs snow flux qa air flux
Types Experiments DNS KSB Debris Debris Flows Conclusions
Geometric Closure
s
efu δt
ρ
ρa
h
yh
ρ
xu
s
θ
L
k = h/L aspect ratio
V = πhL volume
χ = k added mass
uf = u + dLdt front velocity
Types Experiments DNS KSB Debris Debris Flows Conclusions
Flux Closures
qs = uf he − βu√
V snow entrainment/detrainment
qa = (αu − us)√
V air entrainment/detrainment
α(Ri) =
{
e−λRi
2Ri ≤ 1
e−λ
RiRi > 1
Ri =ρ− ρa
ρa
gh cos θ
u2
he erodible snow depth β mass loss coefficient
us sedimentation velocity
Types Experiments DNS KSB Debris Debris Flows Conclusions
Comparison with Velocity Data
0 200 400 600 800 1000 1200 1400 1600 18000
20
40
60
80
100
x (m)
uf (
m s
−1)
0 200 400 600 800 1000 1200 1400 1600 1800 20000
20
40
60
80
s (m)
uf (
m s
−1)
Avalanche no. 200 Avalanche no. 509
0 200 400 600 800 1000 1200 14000
10
20
30
40
50
60
70
x (m)
uf (
m s
−1)
Avalanche no. 628
Types Experiments DNS KSB Debris Debris Flows Conclusions
Comparison with Ping-Pong Avalanches
0
5
10
15
2021,000 balls
Velo
city (
m/s
)
0 50 100 1500
5
10
15
2042,000 balls
Velo
city (
m/s
)
Flow distance (m)
84,000 balls
168,000 balls
0 50 100 150
320,000 balls
Flow distance (m)
0
5
10
15
2010,500 balls
Velo
city (
m/s
)measurements with curvature without curvature
Types Experiments DNS KSB Debris Debris Flows Conclusions
Illgraben Situation
Types Experiments DNS KSB Debris Debris Flows Conclusions
Illgraben Bridge
Types Experiments DNS KSB Debris Debris Flows Conclusions
Height and Stress Data
22:44:24 22:46:28 22:50:00 22:55:000
0.5
1
1.5
2
2.5
h [m
]
height
22:44:24 22:46:28 22:50:00 22:55:000
10
20
30
N,P
[K
N/m
2]
normal stress
fluid pore pressure
Ratio of shear force to normal force
Types Experiments DNS KSB Debris Debris Flows Conclusions
Motivation – Zeroth order shallow water
∂u
∂t= g sin θ − µg cos θ
Chezy µ(Fr,h/d , θ) ∝ Fr2
Viscous µ(Fr,h/d , θ) ∝ Fr
µ should also depend on solids concentration at the bottom
Fr = u√gh cos θ
Types Experiments DNS KSB Debris Debris Flows Conclusions
Two phase debris flow model
After much algebra . . .
vertical equation of mass conservation is
∂tα = ∂y [Vα(1 − α) + D∂yα] = ∂yD [Peα(1 − α) + ∂yα]
α density of solids relative to max
V sedimentation velocity
D diffusion
Pe = V/D Peclet number
This is a diffusion equation with hindered settling and the same
as Gray’s segregation theory
Types Experiments DNS KSB Debris Debris Flows Conclusions
Reduction to slow manifold
Define the vertical centre of mass for the solids fraction
hp(t) =
∫ H
0
yα(t , y) dy .
Then use previous result and more algebra to get
dhp(t)
dt=
h∗
p − hp(t)
T
[
1 + ǫ(h∗
p − hp(t) + · · ·]
.
For resuspension dominated regime h∗
p = H2
and mixture
becomes well mixed
For sedimenation dominated regime h∗
p =Hp
2 where Hp is total
height of particles at maximum packing fraction
Excess pore pressure is
p
ρf gy=
c1(2hp − Hp) + c2(hp − h∗
p)
H − Hp
Types Experiments DNS KSB Debris Debris Flows Conclusions
Complete Set of Depth Averaged Equations
∂tM + ∂x (MU) = 0
∂t (cM) + ∂x [cMU (1 + a1m1)] = 0
∂t (UM) + ∂x
[
MU2(a2 + a3m21) + gyhM
]
= Mgx − µMgy
∂tm1 + ∂x [m1U + (a4 + a5m21)U] =
m∗
1 − m1
Tm[1 + · · · ]
m1 = 2hp/H − 1 dimensionless deviation from mixed
M total mass hold up
c relative concentration of particles
h centre of mass
Types Experiments DNS KSB Debris Debris Flows Conclusions
Conclusions
Resuspension very important in many geophysical flows
DNS expensive but can reproduce two layer structure
Integral point mass models work well for some cases
Depth integrated equations with vertical resdistribution a
good compromise
Easy to construct empirical models
Also works for n component mixtures and segregation
Types Experiments DNS KSB Debris Debris Flows Conclusions
Publications
• N.A. Konopliv and S.G. Llewellyn-Smith and J.N.McElwaine and E. Meiburg. Modeling gravity cur-rents without an energy closure. J. Fluid Mech.,789:806–829, 2016.• B. Sovilla, J.N. McElwaine, and M.Y. Louge. Thestructure of powder snow avalanches. ComptesRendus Physique, 16(1):97–104, 2015.• B. Turnbull, E.T. Bowman, and J.N. McElwaine.Debris flows: Experiments and modelling. ComptesRendus Physique, 16(1):86–96, 2015.• M. Ash, P.V. Brennan, C.J. Keylock, N.M. Vriend,J.N. McElwaine, and B. Sovilla. Two-dimensionalradar imaging of flowing avalanches. Cold RegionsScience and Technology, 102:41–51, 2014.• A.J. Hafiz, J.N. McElwaine, and C.P. Caulfield.The instantaneous froude number and depth of un-steady gravity currents. J. Hydraulic Res., 51:432–445, 2013.• J. Kowalski and J.N. McElwaine. Shallow two-component gravity-driven flows with vertical varia-tion. J. Fluid Mech., 714:434–462, 2013.• N. M. Vriend, J.N. McElwaine, B. Sovilla, C. J.Keylock, M. Ash, and P. V. Brennan. High resolutionradar measurements of snow avalanches. Geo. Res.Let., 40(4):727–731, 2013.
• B. Turnbull and J.N. McElwaine, 2008. Exper-iments on the non-Boussineq Flow of Self-IgnitingSuspension Currents on a Steep Open Slope., J.Geophys. Res., 113(F01003).• B. Turnbull, J.N. McElwaine and C. Ancey,2007. The Kulikovskiy–Sveshnikova–Beghin Modelof Powder Snow Avalanches: Development and Ap-plication, J. Geophys. Res., 112(F01004).• Turnbull, B., and J.N. McElwaine, 2007. A Com-parison of Powder Snow Avalanches at Vallée de laSionne with Plume Theories, J. Glaciol., 53(30)• J.N. McElwaine, and B. Turnbull, 2006. PlumeTheories Versus Compact Models for Powder SnowAvalanches, Sixth International Symposium on Strat-ified Flows, Perth, December 11-14,• J.N. McElwaine, 2005. Rotational flow in grav-ity current heads, Phil. Trans. R. Soc. Lond., 363,1603–1623, 10.1098/rsta.2005.1597.• J.N. McElwaine and B. Turnbull, 2005. Air Pres-sure Data from the Vallée de la Sionne Avalanchesof 2004, J. Geophys. Res., 110(F03010).• J.N. McElwaine and K. Nishimura, 2001. Particu-late Gravity Currents, Blackwell Science, chap. Ping-pong Ball Avalanche Experiments, no. 31 in SpecialPublication of the International Association of Sedi-mentologists, 135–148.