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MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 1 Previous lecture Today • Atomistic models for diffusion coefficients - ionic crystals Intrinsic and extrinsic regimes in stoichiometric material • Diffusion in nonstoichiometric oxides; the oxygen sensor • Quick primer on grain boundary structure • Diffusion spectrum in defective crystals • Diffusion regimes in defective crystals • DIGM (“dig-em”)

Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

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Page 1: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 1

Pre

vio

us

lect

ure

To

day

• Atomistic models for diffusion coefficients - ionic crystals

Intrinsic and extrinsic regimes in stoichiometric material

• Diffusion in nonstoichiometric oxides; the oxygen sensor

• Quick primer on grain boundary structure

• Diffusion spectrum in defective crystals

• Diffusion regimes in defective crystals

• DIGM (“dig-em”)

Page 2: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 2

• Essentials of grain boundary structure

Specification of a grain boundary: five degrees of freedom (at least)

Rotation axis

Rotation angle

Boundary normal

Example: tilt boundary

ˆ r

ˆ n

θ

Page 3: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 3

• Essentials of grain boundary structure

Example: twist boundary

Unrelaxed atom positions Relaxed atom positions

Page 4: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

DDisl δ , dislocation diffusivity

DBound δ, grain boundary diffusivity

DSurf δ, (free) surface diffusivity

Page 5: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 5

In Silver

Diffusion data from NiO, comparing rates of bulk diffusion and grain boundary diffusion

Page 6: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 6

Role of grain boundary structure on impurity diffusionRole of grain boundary structure on impurity diffusion

Figure 9.2 Fit of idealized structural unit

model to data of Herbeuval and Biscondi

(1974) for the diffusion of Zn along the tilt

axes [110] symmetric tilt boundaries in Al

as a function of tilt angle, θ. The delimiting

boundaries chosen are indicated by aster-

isks, and, from left to right, are Σ1*(110),

Σ19*(331), Σ3*(111), Σ11*(113), Σ27*(115),

and Σ1*(001).

Page 7: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 7

Regimes of grain boundary “short-circuit” diffusion for stationary boundaries

Diffusing species inititally coats top surface…

Case A: Characteristic diffusion distance in bulk > grain size s.

fraction of atomic sites in grain boundaries is

and effective mean squared displacement is

and for

• “Multiple” because diffusing atom visits several grains

η << 1, Deff = DL + 3δ s( )D

B

Deff t = DL 1− η( )t + D

Bηt

η ≈ 3δ / s

Page 8: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 8

• Regimes of grain boundary “short-circuit” diffusion for stationary boundaries (continued)

Case C: Characteristic diffusion distance in bulk < atomic spacing <

characteristic diffusion distance in grain boundary.

• “Isolated” because a diffusing atom

visits only the grain boundaries

Case B: Intermediate regime where

• “Isolated” because a diffusing atom

visits only a single grain

λ2 < DBulk

t < s2

Page 9: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 9

• Analysis of Type-B regime for Stationary Boundaries

Solve two-dimensional diffusion problem for fast boundary diffusion andrelatively slow bulk diffusion, with constant concentration of diffusant atthe surface as illustrated.

∂cB

∂t= ∂2cB

∂y12 + 2

∂c L

∂x1

x1 =0

with x1 = x δ , y1 = y δ( ) DBulk DBound , and t1 = DBulkt δ 2

Page 10: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 10

• Analysis of Type-B regime for Stationary Boundaries (continued)

For wide range of conditions

• g.b. acts like a source with erf solution off to the sides

• g.b is effectively “saturated” and steady-state solution to diffusion equation applies in the boundary

and thus

and so the final solution is

∂cB

∂t= 0 =

∂2c B y1,t1( )∂y1

2 − 2cB

y1,t1( ) ∂∂x1

erfx1

2 t1

x1 =0

cL

x1, y1,t1( ) = 0 = cB

y1,t1( ) 1− erfx1

2 t1

cB

y1,t1( ) = exp −4

π t1

1 4

y1

cL

x1, y1,t1( ) = exp −4

π t1

1 4

y1

1− erfx1

2 t1

Page 11: Atomistic models for diffusion coefficients - ionic crystals • …pruffle.mit.edu/~ccarter/3.21/Lecture_18.pdf · 2011. 11. 22. · • Diffusion in nonstoichiometric oxides; the

MIT 3.21 Spring 2001 © S.M. Allen Lecture 18 Friday, March 23 11