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First Principles Kinetic Monte Carlo
Simulations of Oxygen Interaction with
     LaMnO3 Perovskite Surface


     Ghanshyam Pilania and R. Ramprasad
        Institute of Materials Science,
          University of Connecticut




                      MRS Fall Meeting 2011
   SESSION B10/C6: Joint Session: SOFC Materials Characterization II
Oxygen Interactions with Perovskites:
                 Applications
  Solid oxide fuel cells                                   NO oxidation                                 Photocatalytic H2O
                                                                                                             splitting



                                                                                                       O2                           H2
                                                               Catalytic                        H2O                                    H2O
                                                               Converter


                                 O2
        Sr doped                Triple-phase
        LaMnO3                   boundary

              O-2

           YSZ



J. Fleig, Annu. Rev. Mater. Res. 33, 361 (2003).   Chang Hwan Kim, et al. Science 327, 1624 (2010)   Kudo et al. Chem. Soc. Rev., 2009, 38, 253–278
Relevant Elementary Processes

                 Molecular adsorption
                 Molecular desorption

                 Dissociative adsorption
                 Associative desorption

                  Surface dissociation
                  Surface Association

                   Surface Diffusion
First Principles Thermodynamics
               (FPT)
                 O covered surface configurations




                  O2 covered surface configurations
First Principles Thermodynamics
               (FPT)




              Surface Energy



                               Oxygen Chemical Potential
First Principles Thermodynamics


                                                                          partial'coverage'-
                                                      O2#Condensation##
                                                                            of'atomic'O




                O2#partial#pressure##[log10(p/p0)]6
                                                          100#%#O#




                                                                           Clean&surface



                                                              Temperature)(K)-
Limitations of the FPT approach

•Configurational entropy is not taken into
 account

•Treatment of “large” systems may not
 be practical

•Metastability can not be captured
•Kinetic aspects
Kinetic Monte Carlo Simulations
              Method Highlights


•DFT fitted 2-D lattice gas Hamiltonian
•Lateral interactions between the
 adsorbates

•Activation barriers within DFT nudged
 elastic band Method

•Local environment dependent activation
 barriers
Kinetic Monte Carlo Simulations
                                           Thermodynamic Phase diagram


                                            partial'coverage'-                                                                      partial'coverage'-
O2#Condensation##                             of'atomic'O                                                       O2#Condensation##
                                                                                                                                      of'atomic'O




                                                                          O2#partial#pressure##[log10(p/p0)]6
    O2$partial$pressure$$[log10(p/p0)]7




                                          100%$O
                                           100#%#O#                                                                 100#%#O#




                                                                                                                                     Clean&surface
                                                          Clean&surface



                                             Temperature$(K)7                                                          Temperature)(K)-




 Saracco, G., Geobaldo, F. (1999). Applied Catalysis B: Environmental.
Kinetic Monte Carlo Simulations
                             “Metastable” Phase diagrams


                               O+O2                partial'coverage'-                              partial'coverage'-
      O2#Condensation##       covered                of'atomic'O            O2#Condensation##        of'atomic'O



                                          100#%#O#                                                 100#%#O#
                    100%O2

                                                                                   O+O2




                                        Clean surface                                           Clean surface




  Starting from a clean surface at 100 K and
                                                                     Starting from a clean surface at any given
   ramping up the temperature at a given
                                                                             temperature and pressure.
                   pressure.
R. Spinicci et al. Journal of Molecular Catalysis A: Chemical 197 (2003) 147–155
BECAT

THANKS!

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First Principles Thermodynamics and Kinetic Monte Carlo Simulations: A case study of LaMnO3 (001) surface

  • 1. First Principles Kinetic Monte Carlo Simulations of Oxygen Interaction with LaMnO3 Perovskite Surface Ghanshyam Pilania and R. Ramprasad Institute of Materials Science, University of Connecticut MRS Fall Meeting 2011 SESSION B10/C6: Joint Session: SOFC Materials Characterization II
  • 2. Oxygen Interactions with Perovskites: Applications Solid oxide fuel cells NO oxidation Photocatalytic H2O splitting O2 H2 Catalytic H2O H2O Converter O2 Sr doped Triple-phase LaMnO3 boundary O-2 YSZ J. Fleig, Annu. Rev. Mater. Res. 33, 361 (2003). Chang Hwan Kim, et al. Science 327, 1624 (2010) Kudo et al. Chem. Soc. Rev., 2009, 38, 253–278
  • 3. Relevant Elementary Processes Molecular adsorption Molecular desorption Dissociative adsorption Associative desorption Surface dissociation Surface Association Surface Diffusion
  • 4. First Principles Thermodynamics (FPT) O covered surface configurations O2 covered surface configurations
  • 5. First Principles Thermodynamics (FPT) Surface Energy Oxygen Chemical Potential
  • 6. First Principles Thermodynamics partial'coverage'- O2#Condensation## of'atomic'O O2#partial#pressure##[log10(p/p0)]6 100#%#O# Clean&surface Temperature)(K)-
  • 7. Limitations of the FPT approach •Configurational entropy is not taken into account •Treatment of “large” systems may not be practical •Metastability can not be captured •Kinetic aspects
  • 8. Kinetic Monte Carlo Simulations Method Highlights •DFT fitted 2-D lattice gas Hamiltonian •Lateral interactions between the adsorbates •Activation barriers within DFT nudged elastic band Method •Local environment dependent activation barriers
  • 9. Kinetic Monte Carlo Simulations Thermodynamic Phase diagram partial'coverage'- partial'coverage'- O2#Condensation## of'atomic'O O2#Condensation## of'atomic'O O2#partial#pressure##[log10(p/p0)]6 O2$partial$pressure$$[log10(p/p0)]7 100%$O 100#%#O# 100#%#O# Clean&surface Clean&surface Temperature$(K)7 Temperature)(K)- Saracco, G., Geobaldo, F. (1999). Applied Catalysis B: Environmental.
  • 10. Kinetic Monte Carlo Simulations “Metastable” Phase diagrams O+O2 partial'coverage'- partial'coverage'- O2#Condensation## covered of'atomic'O O2#Condensation## of'atomic'O 100#%#O# 100#%#O# 100%O2 O+O2 Clean surface Clean surface Starting from a clean surface at 100 K and Starting from a clean surface at any given ramping up the temperature at a given temperature and pressure. pressure. R. Spinicci et al. Journal of Molecular Catalysis A: Chemical 197 (2003) 147–155