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Mixing and reactions in multiphase systems: insights from microfluidics
joaquin.jimenez@eawag.ch / jjimenez@ethz.ch
Joaquin (Quino) Jimenez-Martinez
Department of Water Resources and Drinking Water, EAWAGDepartment of Civil, Environmental and Geomatic Engineering, ETH Zurich
www.sepgroup.ethz.ch
Summer School - Cargese 2018 | 29.06.2018 | 1
+
Multiphase systems: applications
Middleton et al. AE (2015)
Storage (CO2, H2, nuclear waste)
Hydraulic fracturing
EOR
Rejniak et al. FiO (2013)
MedicineChemical engineering
Britton et al. JPCA (2005)
Summer School - Cargese 2018 | 29.06.2018 | 2
Unsaturated zone
modified from Chorover et al. ELEM. (2007)
Summer School - Cargese 2018 | 29.06.2018 | 3
Pore-scale experiments
millifluidics (Univ. Rennes, FR) microfluidics (LANL, US)
homogeneous phases distribution (in statistical sense)
sharp injections (continuous and pulse)
to study systematically the impact of phases saturation on mixing and reactions:
Jimenez-Martinez et al. WRR (2017)
P: 0-10 MPa T: 0-80 CPorter et al. Lab Chip (2015)
photo-bleaching
Summer School - Cargese 2018 | 29.06.2018 |4
Pore-scale experiments
millifluidics – soft lithography
de Anna et al. ES&T (2014)
microfluidics – standard photolithography and ICP DRIE (thin oxide layer)(inductively coupled plasma-deep reactive ion etching)
e.g., Chomsurin and Werth WRR (2003)
others: geo-material micromodels (laser etching)
Utica shale
Summer School - Cargese 2018 | 29.06.2018 | 5
fluid-fluid mixing and reaction
Summer School - Cargese 2018 | 29.06.2018 | 6
single phase Sw = 1 Pe = 54
multi phase Sw = 0.7 Pe = 78
Jimenez-Martinez et al. GRL (2015)
Continuous injection
Water+
Air (immobile)
1
0
c
Summer School - Cargese 2018 | 29.06.2018 | 7
Mixing volume and interface lengthMixing volume 0 < c < 1
Interface length c = 1/2
Sw = 1 Pe = 54
Sw = 0.7 Pe = 78
Jimenez-Martinez et al. GRL (2015)Summer School - Cargese 2018 | 29.06.2018 | 8
2
spec 2 2 3/2
2
( 4 )
id c Kr
dc c K
2
mix ( )r D c
22
2( )id c
r D cdc
spec mixr r r
de Simoni et al. WRR (2005, 2007)
Willmann et al. WRR (2010)
Global reaction rate
Total mass of reaction product P
A Bc c K A Bc c c
Jimenez-Martinez et al. GRL (2015)
Mixing-induced reactivity
Summer School - Cargese 2018 | 29.06.2018 | 9
Jimenez-Martinez et al. GRL (2015)
Temporal dynamics of concentration gradients
Summer School - Cargese 2018 | 29.06.2018 | 10
Heterogeneous flow
Velasquez-Parra et al. (in prep.)
particle trackingfully saturated Sw = 1
partially saturated Sw = 0.7
Summer School - Cargese 2018 | 29.06.2018 | 11
velocity field velocity pdfs
Velasquez-Parra et al. (in prep.)
Impact of phases saturation on velocities
high velocities
Summer School - Cargese 2018 | 29.06.2018 | 12
Sw = 1
Sw = 0.7
velocity field
Velasquez-Parra et al. (in prep.)
velocity pdfs
high velocities
Impact of phases saturation on velocities
de GennesJFM (1983)
Summer School - Cargese 2018 | 29.06.2018 | 13
Sw = 1
Sw = 0.7
Impact of phases saturation on velocities: correlation
Velasquez-Parra et al. (in prep.)
time discretization: power lawspace discretization: exponential
e.g., de Anna et al. PRL (2013); Datta et al. PRL (2013)Summer School - Cargese 2018 | 29.06.2018 | 14
𝜏𝑐 = 𝜆/𝑢𝑚𝑖𝑛 : correlation length𝜆
Sw = 1.00 Sw = 0.7
intermittency
Impact of phases saturation on accelerations
Velasquez-Parra et al. (in prep.)
e.g., de Anna et al. PRL (2013); Kang et al. GRL (2014)Summer School - Cargese 2018 | 29.06.2018 | 15
resultant accelerations (x,y)
longitudinal accelerations (x) transverse accelerations (y)
Impact of phases saturation on accelerations
Velasquez-Parra et al. (in prep.) Summer School - Cargese 2018 | 29.06.2018 | 16
Impact of phases saturation on accelerations: correlation
Velasquez-Parra et al. (in prep.)
time discretization
longitudinal (x) transversal (y)
resultant
absolute
Summer School - Cargese 2018 | 29.06.2018 | 17
Fully saturated Sw = 1 Pe = 137
Partially saturated Sw = 0.83 Pe = 34
Jimenez-Martinez et al. WRR (2017)
Pulse-line injectionphoto-bleaching
Water+
Air (immobile)
1
0
c
Summer School - Cargese 2018 | 29.06.2018 | 18
Mixing dynamics
Scalar dissipation rate
e.g., Ottino (1989); Le Borgne et al. AWR (2010)
For a Dirac delta injection
e.g., Pope (2000); Le Borgne et al. AWR (2010)
Jimenez-Martinez et al. WRR (2017)
Summer School - Cargese 2018 | 29.06.2018 | 19
Shear-enhanced mixing model
e.g., Meunier and Villermaux JFM (2010)
shear deformation of a volume of fluid
𝐿0 𝐿
Elongation
Jimenez-Martinez et al. WRR (2017)
Summer School - Cargese 2018 | 29.06.2018 | 20
Shear-enhanced mixing model𝑐(𝑡)
Average concentration Warped (deforming) time
Average mixing scale
e.g., Ranz AIChE (1979); Meunier and Villermaux JFM (2010); Le Borgne et al. JFM (2015)
Mixing time
Villermaux CRM (2012); Le Borgne et al. JFM (2015)
Jimenez-Martinez et al. WRR (2017)
Summer School - Cargese 2018 | 29.06.2018 | 21
Shear-enhanced mixing model
Average scalar dissipation rate
e.g., Jimenez-Martinez et al. GRL (2015)
Scalar dissipation rate
Jimenez-Martinez et al. WRR (2017)
Summer School - Cargese 2018 | 29.06.2018 | 22
Model vs. data
Jimenez-Martinez et al. WRR (2017)
Summer School - Cargese 2018 | 29.06.2018 | 23
Soil = 0.46 Sw = 0.54
Jimenez-Martinez et al. GRL (2016)
Three phase - continuous injection
Oil + Water (mobile/immiscible) + scCO2
analogous: biosolvent displacing wetting-NAPL and water Summer School - Cargese 2018 | 29.06.2018 | 24
Mixing degree
Jimenez-Martinez et al. GRL (2016)
Mixing in dynamic systems
Summer School - Cargese 2018 | 29.06.2018 | 25
Spatial statistics-Correlation length Sw field
Jimenez-Martinez et al. GRL (2016)
The role of a mobile/immiscible phase
Summer School - Cargese 2018 | 29.06.2018 | 26
Mobility of the immiscible phase…
limits flow in some areas and redirects flow to unswept areas.
induces capillary cross-flow at the edge of the fingers.
Mixing and reaction rates are enhanced…
limited finger coalescence by the presence of immiscible phase clusters.
the ramified finger structure, large concentration gradients (normal to the average flow).
preferential flow-paths and bottlenecks, persistent slow increase of finger concentrations.
Phases saturation impact on mixing and reaction
Summer School - Cargese 2018 | 29.06.2018 | 27
Porter, M.L. (now at Bureau of Reclamation)
Hyman, J.D.
Carey, J.W.
Viswanthan, H.S.
Méheust, Y.
Le Borgne, T.
de Anna, P. (now at UNIL)
Tabuteau, H.
Turuban, R.
collaborators: N. Linde (UNIL); D. Jougnot (CNRS); I. Lunati (UNIL); A. Ferrari (EMPA)
M. Dentz (CSIC); J. Hidalgo (CSIC); L. Perez (CSIC)
Velasquez-Parra, A.
Willmann, M.
Hamada, M. (now at UNIL)
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