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Max-Planck-Institut für Eisenforschung, Düsseldorf Coupling Density Functional Theory with Continuum Mechanics for Alloy Design D. Ma*, M. Friák, W. Counts, D. Raabe, J. Neugebauer Max Planck Institute for Iron Research, Düsseldorf, Germany
Max-Planck-Institut für Eisenforschung, Düsseldorf Multi-scale Modeling mm μm nm Å
Max-Planck-Institut für Eisenforschung, Düsseldorf Multi-scale Modeling mm mm Å μm nm Å
Max-Planck-Institut für Eisenforschung, Düsseldorf Two Examples: (1) β-Ti Alloys for implants (2) Mg-Li Alloys for lightweight structures
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloy design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as input for CPFEM 5. Summary
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
1. Motivation
1. Motivation Main challenges in designing the bone replacement: (1) Bio-compatibility (2) Reduce the elastic stiffness (3) Stabilize the β-phase Ti-Nb binary system ~20GPa ~70GPa >100GPa M. Niinomi, Sci. Tech. Adv. Mater.  2003 M. Niinomi, Mater. Sci. Eng.  1998
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
2. Phase Analysis DFT
Nb Ti unwanted hcp-based phase that is stiffer and stable 2. Phase Analysis wanted bcc-based phase  that is softer but metastable BCC structure of Ti-Nb alloy HCP structure of Ti-Nb alloy
2. Phase Analysis
2. Phase Analysis
2. Phase Analysis XRD DFT
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
3. Elastic Properties Ab-initio calculation: Equilibrium lattice constants Lattice constants Minimum energy Bulk modulus
3. Elastic Properties Ab-initio calculation: Equilibrium elastic constants ε, strain tensor δ, strain U, elastic energy density B, bulk modulus
3. Elastic Properties Ab initio calculation results of the elastic constants: C11, C12, C44: elastic stiffness constants AZ, Zener‘s ratio EH: homogenized Young‘s modulus by Hershey‘s model
3. Elastic Properties Young‘s modulus surface plots Pure Nb Ti-25at.%Nb Ti-31.25at.%Nb Ti-18.75at.%Nb [001] [100] [010] Az=3.210 Az=1.058 Az=0.5027 Az=2.418     The elastic properties of the Ti-Nb binary alloys become isotropic as the Nb content increases
3. Elastic Properties
single-crystalline C11, C12, C44, B0 micro-scale macro-scale polycrystalline Young modulus 3. Elastic Properties 64μ H4 + 16(4C11 + 5C12)μ H3 + [3(C11+ 2C12)  × (5C11+ 4C12) -8(7C11 – 4C12)C44]μ H2 -(29C11 – 20C12)(C11+2C12)C44 μ H –3(C11 + 2C12)2(C11 – C12)C44 = 0  “scale-jumping” (across the meso-scale)
3. Elastic Properties theory: bcc  polycrystals MECHANICAL INSTABILITY!!
3. Elastic Properties theory: bcc  polycrystals MECHANICAL INSTABILITY!!
3. Elastic Properties Ti-hcp: 117 GPa theory: bcc  polycrystals MECHANICAL INSTABILITY!!
Ultra-sonic measurement exp. polycrystals ! bcc+hcp phases 3. Elastic Properties Ti-hcp: 117 GPa theory: bcc  polycrystals MECHANICAL INSTABILITY!!
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as input for CPFEM 5. Summary
4. Elastic Constants as Input of CPFEM Required input data of the materials properties in crystal plasticity finite element method
4. Elastic Constants as Input of CPFEM  Plane strain compression:  (1) Influence of the elastic anistropy   (2) predict the texture evolution      Bending test:      Homogenized elastic properties of textured and non-texture materials
4. Elastic Constants as Input of CPFEM       Elastic constants of a single crystal       flow curve from the compression test on solution annealed Ti30at.%Nb Random texture The plastic property is kept, and only the elastic property is varied!!!
4. Elastic Constants as Input of CPFEM 0° 90° 0° εh=0 α-fiber εh=30% γ-fiber εh=60% 90° φ1 (0°~90°) εh=90% Φ(0°~90°) φ2=45°
4. Elastic Constants as Input of CPFEM       Elastic constants of a single crystal      Textured and non texture
4. Elastic Constants as Input of CPFEM
Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic Constants as Input of CPFEM 5. Summary
5. Summary Thermodynamic stability of hcp- and bcc-Ti was studied Configurational entropy at finite temperature stabilizes bcc Ti-Nbphase Volume fractions have been calculated using the Gibbs construction  Polycrystalline two-phase Young’s modulus has been theoretically predicted employing the Hershey and CPFEM homogenization methods  Very good agreement between theoretical prediction and experiment The calculated elastic constants (DFT) can be used as input for CPFEM  Nb SHOULD BE THE PRIMARY ALLOYING ELEMENTS IN Ti FOR HUMAN IMPLANT MATERIALS
Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the Elastic Properties 4. Summary
Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the Elastic Properties 4. Summary
1. Motivation Magnesium Bad Magnesium Good ,[object Object]
 Not ductile, textures
 Problematic for industrial applications (anisotropy)
 Magnesium (and its alloys) are light weight and relatively strong
 Ideal lightweight structural materialHow can hcp magnesium be transformed into bcc/fcc magnesium?
1. Motivation hcp + bcc hcp bcc Ultra light-weight structural material ,[object Object],[object Object]
Homogenize to get isotropic polycrystal elastic constants
Analyze engineering ratio’sPhysical Limitations ,[object Object]
Ground state calculations (0 K),[object Object]
2. Elastic Properties: Bulk Modulus Li
2. Elastic Properties: Shear Modulus Optimal G (17 GPa) around bcc phase  boundary (70 at % Mg) bcc  Mg is  unstable Li dominate alloys  are very soft Li Experiment is reasonably well reproduced
2. Elastic Properties:Young‘s Modulus Optimal E (45 GPa) around bcc phase  boundary (70 at % Mg) bcc  Mg is  unstable Li dominate alloys  are very soft Li Experiment is reasonably well reproduced
2. Elastic Properties: Poisson‘s Ratio Softer alloys have a higher n Softer alloys have a  lower n Li Experiment is reasonably well reproduced
Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the elastic Properties 4. Summary
3. Analysis of the Elastic Properties ,[object Object]
Based on experimental observations
Measure of ductile vs. brittle behaviorG         Resisting Plastic Flow B        Bond Strength Opposition To  Fracture ,[object Object]

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Dierk Raabe Ab Initio Simulations In Metallurgy

  • 1. Max-Planck-Institut für Eisenforschung, Düsseldorf Coupling Density Functional Theory with Continuum Mechanics for Alloy Design D. Ma*, M. Friák, W. Counts, D. Raabe, J. Neugebauer Max Planck Institute for Iron Research, Düsseldorf, Germany
  • 2. Max-Planck-Institut für Eisenforschung, Düsseldorf Multi-scale Modeling mm μm nm Å
  • 3. Max-Planck-Institut für Eisenforschung, Düsseldorf Multi-scale Modeling mm mm Å μm nm Å
  • 4. Max-Planck-Institut für Eisenforschung, Düsseldorf Two Examples: (1) β-Ti Alloys for implants (2) Mg-Li Alloys for lightweight structures
  • 5. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloy design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as input for CPFEM 5. Summary
  • 6. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
  • 8. 1. Motivation Main challenges in designing the bone replacement: (1) Bio-compatibility (2) Reduce the elastic stiffness (3) Stabilize the β-phase Ti-Nb binary system ~20GPa ~70GPa >100GPa M. Niinomi, Sci. Tech. Adv. Mater. 2003 M. Niinomi, Mater. Sci. Eng. 1998
  • 9. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
  • 11. Nb Ti unwanted hcp-based phase that is stiffer and stable 2. Phase Analysis wanted bcc-based phase that is softer but metastable BCC structure of Ti-Nb alloy HCP structure of Ti-Nb alloy
  • 14. 2. Phase Analysis XRD DFT
  • 15. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as Input for CPFEM 5. Summary
  • 16. 3. Elastic Properties Ab-initio calculation: Equilibrium lattice constants Lattice constants Minimum energy Bulk modulus
  • 17. 3. Elastic Properties Ab-initio calculation: Equilibrium elastic constants ε, strain tensor δ, strain U, elastic energy density B, bulk modulus
  • 18. 3. Elastic Properties Ab initio calculation results of the elastic constants: C11, C12, C44: elastic stiffness constants AZ, Zener‘s ratio EH: homogenized Young‘s modulus by Hershey‘s model
  • 19. 3. Elastic Properties Young‘s modulus surface plots Pure Nb Ti-25at.%Nb Ti-31.25at.%Nb Ti-18.75at.%Nb [001] [100] [010] Az=3.210 Az=1.058 Az=0.5027 Az=2.418 The elastic properties of the Ti-Nb binary alloys become isotropic as the Nb content increases
  • 21. single-crystalline C11, C12, C44, B0 micro-scale macro-scale polycrystalline Young modulus 3. Elastic Properties 64μ H4 + 16(4C11 + 5C12)μ H3 + [3(C11+ 2C12) × (5C11+ 4C12) -8(7C11 – 4C12)C44]μ H2 -(29C11 – 20C12)(C11+2C12)C44 μ H –3(C11 + 2C12)2(C11 – C12)C44 = 0 “scale-jumping” (across the meso-scale)
  • 22. 3. Elastic Properties theory: bcc polycrystals MECHANICAL INSTABILITY!!
  • 23. 3. Elastic Properties theory: bcc polycrystals MECHANICAL INSTABILITY!!
  • 24. 3. Elastic Properties Ti-hcp: 117 GPa theory: bcc polycrystals MECHANICAL INSTABILITY!!
  • 25. Ultra-sonic measurement exp. polycrystals ! bcc+hcp phases 3. Elastic Properties Ti-hcp: 117 GPa theory: bcc polycrystals MECHANICAL INSTABILITY!!
  • 26. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic constants as input for CPFEM 5. Summary
  • 27. 4. Elastic Constants as Input of CPFEM Required input data of the materials properties in crystal plasticity finite element method
  • 28. 4. Elastic Constants as Input of CPFEM Plane strain compression: (1) Influence of the elastic anistropy (2) predict the texture evolution Bending test: Homogenized elastic properties of textured and non-texture materials
  • 29. 4. Elastic Constants as Input of CPFEM Elastic constants of a single crystal flow curve from the compression test on solution annealed Ti30at.%Nb Random texture The plastic property is kept, and only the elastic property is varied!!!
  • 30. 4. Elastic Constants as Input of CPFEM 0° 90° 0° εh=0 α-fiber εh=30% γ-fiber εh=60% 90° φ1 (0°~90°) εh=90% Φ(0°~90°) φ2=45°
  • 31. 4. Elastic Constants as Input of CPFEM Elastic constants of a single crystal Textured and non texture
  • 32. 4. Elastic Constants as Input of CPFEM
  • 33. Max-Planck-Institut für Eisenforschung, Düsseldorf β-Ti alloys design 1. Motivation 2. Phase analysis 3. Elastic properties 4. Elastic Constants as Input of CPFEM 5. Summary
  • 34. 5. Summary Thermodynamic stability of hcp- and bcc-Ti was studied Configurational entropy at finite temperature stabilizes bcc Ti-Nbphase Volume fractions have been calculated using the Gibbs construction Polycrystalline two-phase Young’s modulus has been theoretically predicted employing the Hershey and CPFEM homogenization methods Very good agreement between theoretical prediction and experiment The calculated elastic constants (DFT) can be used as input for CPFEM Nb SHOULD BE THE PRIMARY ALLOYING ELEMENTS IN Ti FOR HUMAN IMPLANT MATERIALS
  • 35. Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the Elastic Properties 4. Summary
  • 36. Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the Elastic Properties 4. Summary
  • 37.
  • 38. Not ductile, textures
  • 39. Problematic for industrial applications (anisotropy)
  • 40. Magnesium (and its alloys) are light weight and relatively strong
  • 41. Ideal lightweight structural materialHow can hcp magnesium be transformed into bcc/fcc magnesium?
  • 42.
  • 43. Homogenize to get isotropic polycrystal elastic constants
  • 44.
  • 45.
  • 46. 2. Elastic Properties: Bulk Modulus Li
  • 47. 2. Elastic Properties: Shear Modulus Optimal G (17 GPa) around bcc phase boundary (70 at % Mg) bcc Mg is unstable Li dominate alloys are very soft Li Experiment is reasonably well reproduced
  • 48. 2. Elastic Properties:Young‘s Modulus Optimal E (45 GPa) around bcc phase boundary (70 at % Mg) bcc Mg is unstable Li dominate alloys are very soft Li Experiment is reasonably well reproduced
  • 49. 2. Elastic Properties: Poisson‘s Ratio Softer alloys have a higher n Softer alloys have a lower n Li Experiment is reasonably well reproduced
  • 50. Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the elastic Properties 4. Summary
  • 51.
  • 52. Based on experimental observations
  • 53.
  • 54. B/G > 1.75 DUCTILE
  • 55. B/G < 1.75 BRITTLE1.75 is more a transition zone
  • 56. 3. Analysis of the Elastic Properties Ductile Region Brittle Region Stiffer bcc Mg-Li alloys Ductile/brittle transition region
  • 57.
  • 59. Maximum stiffness for minimum weight
  • 66.
  • 67. 3. Analysis of the Elastic Properties
  • 68. Max-Planck-Institut für Eisenforschung, Düsseldorf Mg-Li alloy design 1. Motivation 2. Elastic properties 3. Analysis of the elastic Properties 4. Summary
  • 69. 4. Summary DFT and homogenization schemes can be used to predict with reasonable accuracy elastic properties of polycrystalline metals Optimal elastic properties of bcc MgLi alloys are observed around 70 at. % Mg B/G for the optimal bcc Mg-Li alloys is in the brittle/ductile transition region BCC MgLi has a better E/r than AlMg and a comparable E/r to Al-Li BCC MgLi HAS POTENTIAL AS AN ULTRA-LIGHT WEIGHT STRUCTURAL ALLOY
  • 70. Conclusions + Understanding trends (thermodynamics, mechanics) + Direct use of homogenization theory (elastic) + Extract engineering quantities for a rough but quick estimation + Get quantities that you cannot get elsewhere - 0 K - supercell size - long calculation times