Radiochemistry Group, Subatech

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Presentation transcript:

Radiochemistry Group, Subatech Molecular Modeling of the swelling properties and interlayer structure of Cs- and K- Montmorillonites: Effects of charge distribution in the clay layers Brice NGOUANA, Ph.D Student Prof. Andrey KALINICHEV, Supervisor Radiochemistry Group, Subatech

Composition minéralogique moyenne de la formation du Callovo-Oxfordien Introduction Cs 135, Cs 137 isotopes belong to the family of long-lived ( > 30 ans) radioactive waste. Deep geological storage is considered by many countries as the appropriate long term solution for management and storage of this type of radioactive waste. Composition minéralogique moyenne de la formation du Callovo-Oxfordien 41% clay minerals (interstratified illite-smectite and illite) 31% calcite 25% quartz and feldspar 3% other minerals Organic matter <1% Clays swell, have low permeability, and good ion sorption/exchange capacity They can play an important role in nuclear waste confinement

Nuclear waste repository Introduction Because of the very tiny nature of clay particles (< 2µm), some important phenomena taking place at the aqueous phase – clay interface are difficult to study by experimental methods. And even when available, some experimental data are difficult to interpret. Nuclear waste repository Computational molecular modeling then appear as complementary powerful tool to facilitate the atomic-scale interpretation of the observed interfacial phenomena, the effects of substrate structure and composition on the structure, dynamics, and composition of the interfacial aqueous solution. Optimize our models by building larger, more diverse and realistic clay models.

Pyrophillite (smectite group) clay minerals (smectites) Clays are mainly layered phyllosilicates minerals of SiO4 tetrahedral sheets and AlO6 octahedral sheets having various stacking arrangements. Oxygen Silicon Aluminum Tetrahedral sheet Octahedral sheet 2:1 clays Pyrophillite (smectite group) Mg/Al and Al/Si substitutions respectively the in octahedral and/or tetrahedral layers of pyrophillite (Si8)(Al4)O20(OH)4 give rise to montmorillonite. This clay now has a negative layer charge that is compensated by sorption of cations. Ex+y(Si8-xAlx)(Al4-yMgy)O20(OH)4. With y>x and E a compensating cation. Wyoming montmorillonite: E0.75(Si7.75Al0.25)(Al3.5Mg0.5)O20(OH)4 E = Cs, K Montmorillonite Layer charge ~0.75: montmorillonite is a swelling clay

clay minerals (smectites) Pyrophillite atomic structure from X-ray data Uniform distribution in T and O layers (Uni) Random distribution in O layers (RanO) Basal oxygen (Ob) : - 1.05 e Basal oxygen with tetrahedral substitution (Obts) : -1.1688 e Basal oxygen with octahedral substitution (Obos) Hydroxyl oxygen with octahedral substitution (Ohs) Random distribution in O and T layers (RanTO)

At time t we know ri(t), vi(t) for all the particles Molecular dynamics in few words Molecular modeling is a combination of theoretical methods and computational techniques used to mimic the behavior of atoms and molecules in real natural systems in order to predict their properties. Molecular Dynamics: Numerically Solves Newtown’s equation of motion for N interacting particles. At time t we know ri(t), vi(t) for all the particles Uij = ∑(Aij/rij12 - Bij/rij6 + qiqj /ε0rij) + ∑½kb (rαβ - r0)2 + ∑½kθ (θ - θ0)2 V-d-Waals Coulombic bond stretching angle bending O H rαβ θ t ~ 1 fs = 10-15 s CLAYFF – specialized semi-empirical fully flexible force field model allowing for realistic exchange of momentum and energy among all atoms – solid substrate and aqueous solution (Cygan et al, 2004).

Isosteric heat of adsorption Simulated systems - 1 Classical Newtonian dynamics Clay: Wyoming Montmorillonite E24(Si248Al8)(Al112Mg16)O640(OH)128 E = Cs, K Ntot ~ 5,000 atoms NH2O ~ 0-1018 molecules (SPC model) CLAYFF force field a  b  c ~ 2  4  2 nm3 Periodic boundary conditions NPT ensemble T = 298K; P = 1 bar t = 2 ns (equilibration + equilibrium) Δt = 1.0 fs = 10-15 s Basal spacing Isosteric heat of adsorption Hydration Energy Immersion Energy

Results and discussions

Results and discussions

Radial distribution function Atomic density profile Simulated systems - 2 Classical Newtonian dynamics E24(Si248Al8)(Al112Mg16)O640(OH)128 E = Cs, K Ntot < 5,000 atoms Three first stable hydration states CLAYFF force field a  b  c ~ 2  4  2 nm3 Periodic boundary conditions NVT ensemble T = 298K t = 1.5 ns (equilibration + equilibrium) Δt = 1.0 fs = 10-15 s Radial distribution function Atomic density profile

Atomic density profiles Results and discussions Atomic density profiles RanO Water content = 6 H2O / Cs Uniform RanTO

Atomic density profiles Results and discussions Atomic density profiles RanO Water content = 13,33 H2O / Cs Uniform RanTO

Atomic density profiles Results and discussions Atomic density profiles RanO Water content = 20 H2O / Cs Uniform RanTO

Atomic density profiles Results and discussions Atomic density profiles RanO Water content = 6,67 H2O / K Uni RanTO

Atomic density profiles Results and discussions Atomic density profiles RanO Water content = 13,33 H2O / K Uni RanTO

Atomic density profiles Water content = 20 H2O / K for RanO and RanTO Results and discussions Atomic density profiles RanO Water content = 20 H2O / K for RanO and RanTO = 21,83 H2O / K for Uni RanTO

Radial distribution function Results and discussions a a b c ion – Ob ion – Obts ion – Ow Ow – Ob Ow – Obts Ow – Ow Radial distribution function Basal oxygen (Ob) Basal oxygen with tetrahedral substitution (Obts)

Radial Distribution functions Results and discussions Radial Distribution functions RanO Water content = 6,67 H2O / Cs Basal oxygen (Ob) Basal oxygen with tetrahedral substitution (Obts) Uni RanTO

Radial Distribution functions Results and discussions Radial Distribution functions RanO Water content = 6,67 H2O / Cs Basal oxygen (Ob) Basal oxygen with tetrahedral substitution (Obts) RanTO Uni

Radial Distribution functions Results and discussions Radial Distribution functions RanO Water content = 6,67 H2O / K Basal oxygen (Ob) Basal oxygen with tetrahedral substitution (Obts) Uni RanTO

Radial Distribution functions Results and discussions Radial Distribution functions RanO Water content = 6,67 H2O / K Basal oxygen (Ob) Basal oxygen with tetrahedral substitution (Obts) Uni RanTO

The next step is to look at the dynamics of the system: Conclusions and perspectives The hydration energetics indicate that in addition to the commonly observed 1-layer and 2-layer hydrates, stable hydration states corresponding to 3-layer and 4-layer hydrates can also be distinguished. The " Uniform " clay model shows a lower hydration energy compared to the two other models for both Cs and K. There is no significant difference between the three clay models concerning the studied structural properties. The same studies are being carried out for a series of other cations ( Sr2+, Ni2+) The next step is to look at the dynamics of the system: Hydrogen bonding network Diffusion coefficient of aqueous species

Thank you for your kind attention Acknowledgments These work is being carried out in the context of the industrial chair «Storage and Disposal of Radioactive Waste» at the Ecole des Mines and thanks to We are also grateful for computer time allocations : CURIE,TITANE, Partnership for Advanced Computing in Europe (PRACE), at CEA, Bruyères-Le-Châtel, France CINECA computing center (Italy) JADE, Centre Informatique National de l’Enseignement Supérieur(CINES), Montpellier, France Many thanks to : Prof. Andrey Kalinichev Dr. Narashimhan Loganathan Dr. Julie Champion Thank you for your kind attention