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ISSUES TO ADDRESS...
• How does diffusion occur?
• Why is it an important part of processing?
• How can the rate of diffusion be predicted for
some simple cases?
1
• How does diffusion depend on structure
and temperature?
DIFFUSION IN SOLIDS
2
• Glass tube filled with water.
• At time t = 0, add some drops of ink to one end
of the tube.
• Measure the diffusion distance, x, over some time.
• Compare the results with theory.
to
t1
t2
t3
xo x1 x2 x3
time (s)
x (mm)
DIFFUSION DEMO
100%
Concentration Profiles
0
Cu Ni
3
• Interdiffusion: In an alloy, atoms tend to migrate
from regions of large concentration.
Initially After some time
100%
Concentration Profiles
0
Adapted
from Figs.
5.1 and 5.2,
Callister 6e.
DIFFUSION: THE PHENOMENA
(1)
4
• Self-diffusion: In an elemental solid, atoms
also migrate.
Label some atoms After some time
A
B
C
D
A
B
C
D
DIFFUSION: THE PHENOMENA
(2)
5
Substitutional Diffusion:
• applies to substitutional impurities
• atoms exchange with vacancies
• rate depends on:
--number of vacancies
--activation energy to exchange.
increasing elapsed time
DIFFUSION MECHANISMS
7
• Applies to interstitial
impurities.
• More rapid than
vacancy diffusion.
• Simulation:
--shows the jumping of a
smaller atom (gray) from
one interstitial site to
another in a BCC
structure. The
interstitial sites
considered here are
at midpoints along the
unit cell edges.
INTERSTITIAL SIMULATION
• Flux:
10
J 
1
A
dM
dt

kg
m2
s





or
atoms
m2
s






• Directional Quantity
• Flux can be measured for:
--vacancies
--host (A) atoms
--impurity (B) atoms
Jx
Jy
Jz x
y
z
x-direction
Unit area A
through
which
atoms
move.
MODELING DIFFUSION: FLUX
• Concentration Profile, C(x): [kg/m3
]
11
• Fick's First Law:
Concentration
of Cu [kg/m3]
Concentration
of Ni [kg/m3]
Position, x
Cu flux Ni flux
• The steeper the concentration profile,
the greater the flux
Jx
 D
dC
dx
Diffusion coefficient [m2/s]
concentration
gradient [kg/m4]
flux in x-dir.
[kg/m2-s]
CONCENTRATION PROFILES & FLUX
• Steady State: the concentration profile doesn't
change with time.
12
• Apply Fick's First Law:
• Result: the slope, dC/dx, must be constant
(i.e., slope doesn't vary with position)!
Jx(left) = Jx(right)
Steady State:
Concentration, C, in the box doesn’t change w/time.
Jx(right)
Jx(left)
x
J x  D
dC
dx
dC
dx






left

dC
dx






right
• If Jx)left = Jx)right , then
STEADY STATE DIFFUSION
• Steel plate at
700C with
geometry
shown:
13
• Q: How much
carbon transfers
from the rich to
the deficient side?
J  D
C2  C1
x2  x1
2.4 10
 9 kg
m2
s
C1
= 1.2kg/m
3
C2
= 0.8kg/m
3
Carbon
rich
gas
1
0
m
m
Carbon
deficient
gas
x1 x2
0
5
m
m
D=3x10-11m2/s
Steady State =
straight line!
EX: STEADY STATE DIFFUSION
• Concentration profile,
C(x), changes
with time.
14
• To conserve matter: • Fick's First Law:
• Governing Eqn.:
Concentration,
C, in the box
J(right)
J(left)
dx
dC
dt
= D
d2C
dx2

dx
 
dC
dt
J   D
dC
dx
or
J(left)
J(right)
dJ
dx
 
dC
dt
dJ
dx
 D
d2C
dx2
(if D does
not vary
with x)
equate
NON STEADY STATE DIFFUSION
• Copper diffuses into a bar of aluminum.
15
• General solution:
"error function"
Values calibrated in Table 5.1, Callister 6e.
C(x,t)  Co
Cs  Co
1 erf
x
2 Dt






pre-existing conc., Co of copper atoms
Surface conc.,
Cs of Cu atoms bar
Co
Cs
position, x
C(x,t)
to
t1
t2
t3 Adapted from
Fig. 5.5,
Callister 6e.
EX: NON STEADY STATE
DIFFUSION
• Copper diffuses into a bar of aluminum.
• 10 hours at 600C gives desired C(x).
• How many hours would it take to get the same C(x)
if we processed at 500C?
16
(Dt)500ºC =(Dt)600ºC
s
C(x,t) Co
C  Co
= 1 erf
x
2Dt






• Result: Dt should be held constant.
• Answer:
Note: values
of D are
provided here.
Key point 1: C(x,t500C) = C(x,t600C).
Key point 2: Both cases have the same Co and Cs.
t500

(Dt)600
D500
110hr
4.8x10-14m2/s
5.3x10-13m2/s 10hrs
PROCESSING QUESTION
17
• The experiment: we recorded combinations of
t and x that kept C constant.
to
t1
t2
t3
x o x 1 x 2 x3
• Diffusion depth given by:
xi  Dti
C(xi,ti)  Co
Cs  Co
1 erf
xi
2 Dti







 = (constant here)
DIFFUSION DEMO: ANALYSIS
• Experimental result: x ~ t0.58
• Theory predicts x ~ t0.50
• Reasonable agreement!
18
B
B
B
B
B
B
B
B
B
B
B
B
B
B
0
0.5
1
1.5
2
2.5
3
3.5
4
0 0.5 1 1.5 2 2.5 3
ln[x(mm)]
ln[t(min)]
Linear regression fit to data:
ln[x(mm)] 0.58ln[t(min)]  2.2
R2 0.999
DATA FROM DIFFUSION DEMO
• Diffusivity increases with T.
• Experimental Data:
1000K/T
D (m2/s) C in -Fe
C
in
-Fe
A
l
i
n
A
l
C
u
i
n
C
u
Z
n
i
n
C
u
F
e
i
n

-
F
e
F
e
i
n

-
F
e
0.5 1.0 1.5 2.0
10-20
10-14
10-8
T(C)
1500
1000
600
300
D has exp. dependence on T
Recall: Vacancy does also!
19
pre-exponential [m2/s] (see Table 5.2,Callister 6e)
activation energy
gas constant [8.31J/mol-K]
DDoexp 
Q
d
RT






diffusivity
[J/mol],[eV/mol]
(see Table 5.2,Callister 6e)
Dinterstitial >> Dsubstitutional
C in -Fe
C in -Fe Al in Al
Cu in Cu
Zn in Cu
Fe in -Fe
Fe in -Fe
Adapted from Fig. 5.7, Callister 6e. (Date for Fig. 5.7 taken from
E.A. Brandes and G.B. Brook (Ed.) Smithells Metals Reference
Book, 7th ed., Butterworth-Heinemann, Oxford, 1992.)
DIFFUSION AND TEMPERATURE
20
Diffusion FASTER for...
• open crystal structures
• lower melting T materials
• materials w/secondary
bonding
• smaller diffusing atoms
• cations
• lower density materials
Diffusion SLOWER for...
• close-packed structures
• higher melting T materials
• materials w/covalent
bonding
• larger diffusing atoms
• anions
• higher density materials
SUMMARY:
STRUCTURE & DIFFUSION

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DIFFUSION in materials and its basic understandings

  • 1. ISSUES TO ADDRESS... • How does diffusion occur? • Why is it an important part of processing? • How can the rate of diffusion be predicted for some simple cases? 1 • How does diffusion depend on structure and temperature? DIFFUSION IN SOLIDS
  • 2. 2 • Glass tube filled with water. • At time t = 0, add some drops of ink to one end of the tube. • Measure the diffusion distance, x, over some time. • Compare the results with theory. to t1 t2 t3 xo x1 x2 x3 time (s) x (mm) DIFFUSION DEMO
  • 3. 100% Concentration Profiles 0 Cu Ni 3 • Interdiffusion: In an alloy, atoms tend to migrate from regions of large concentration. Initially After some time 100% Concentration Profiles 0 Adapted from Figs. 5.1 and 5.2, Callister 6e. DIFFUSION: THE PHENOMENA (1)
  • 4. 4 • Self-diffusion: In an elemental solid, atoms also migrate. Label some atoms After some time A B C D A B C D DIFFUSION: THE PHENOMENA (2)
  • 5. 5 Substitutional Diffusion: • applies to substitutional impurities • atoms exchange with vacancies • rate depends on: --number of vacancies --activation energy to exchange. increasing elapsed time DIFFUSION MECHANISMS
  • 6. 7 • Applies to interstitial impurities. • More rapid than vacancy diffusion. • Simulation: --shows the jumping of a smaller atom (gray) from one interstitial site to another in a BCC structure. The interstitial sites considered here are at midpoints along the unit cell edges. INTERSTITIAL SIMULATION
  • 7. • Flux: 10 J  1 A dM dt  kg m2 s      or atoms m2 s       • Directional Quantity • Flux can be measured for: --vacancies --host (A) atoms --impurity (B) atoms Jx Jy Jz x y z x-direction Unit area A through which atoms move. MODELING DIFFUSION: FLUX
  • 8. • Concentration Profile, C(x): [kg/m3 ] 11 • Fick's First Law: Concentration of Cu [kg/m3] Concentration of Ni [kg/m3] Position, x Cu flux Ni flux • The steeper the concentration profile, the greater the flux Jx  D dC dx Diffusion coefficient [m2/s] concentration gradient [kg/m4] flux in x-dir. [kg/m2-s] CONCENTRATION PROFILES & FLUX
  • 9. • Steady State: the concentration profile doesn't change with time. 12 • Apply Fick's First Law: • Result: the slope, dC/dx, must be constant (i.e., slope doesn't vary with position)! Jx(left) = Jx(right) Steady State: Concentration, C, in the box doesn’t change w/time. Jx(right) Jx(left) x J x  D dC dx dC dx       left  dC dx       right • If Jx)left = Jx)right , then STEADY STATE DIFFUSION
  • 10. • Steel plate at 700C with geometry shown: 13 • Q: How much carbon transfers from the rich to the deficient side? J  D C2  C1 x2  x1 2.4 10  9 kg m2 s C1 = 1.2kg/m 3 C2 = 0.8kg/m 3 Carbon rich gas 1 0 m m Carbon deficient gas x1 x2 0 5 m m D=3x10-11m2/s Steady State = straight line! EX: STEADY STATE DIFFUSION
  • 11. • Concentration profile, C(x), changes with time. 14 • To conserve matter: • Fick's First Law: • Governing Eqn.: Concentration, C, in the box J(right) J(left) dx dC dt = D d2C dx2  dx   dC dt J   D dC dx or J(left) J(right) dJ dx   dC dt dJ dx  D d2C dx2 (if D does not vary with x) equate NON STEADY STATE DIFFUSION
  • 12. • Copper diffuses into a bar of aluminum. 15 • General solution: "error function" Values calibrated in Table 5.1, Callister 6e. C(x,t)  Co Cs  Co 1 erf x 2 Dt       pre-existing conc., Co of copper atoms Surface conc., Cs of Cu atoms bar Co Cs position, x C(x,t) to t1 t2 t3 Adapted from Fig. 5.5, Callister 6e. EX: NON STEADY STATE DIFFUSION
  • 13. • Copper diffuses into a bar of aluminum. • 10 hours at 600C gives desired C(x). • How many hours would it take to get the same C(x) if we processed at 500C? 16 (Dt)500ºC =(Dt)600ºC s C(x,t) Co C  Co = 1 erf x 2Dt       • Result: Dt should be held constant. • Answer: Note: values of D are provided here. Key point 1: C(x,t500C) = C(x,t600C). Key point 2: Both cases have the same Co and Cs. t500  (Dt)600 D500 110hr 4.8x10-14m2/s 5.3x10-13m2/s 10hrs PROCESSING QUESTION
  • 14. 17 • The experiment: we recorded combinations of t and x that kept C constant. to t1 t2 t3 x o x 1 x 2 x3 • Diffusion depth given by: xi  Dti C(xi,ti)  Co Cs  Co 1 erf xi 2 Dti         = (constant here) DIFFUSION DEMO: ANALYSIS
  • 15. • Experimental result: x ~ t0.58 • Theory predicts x ~ t0.50 • Reasonable agreement! 18 B B B B B B B B B B B B B B 0 0.5 1 1.5 2 2.5 3 3.5 4 0 0.5 1 1.5 2 2.5 3 ln[x(mm)] ln[t(min)] Linear regression fit to data: ln[x(mm)] 0.58ln[t(min)]  2.2 R2 0.999 DATA FROM DIFFUSION DEMO
  • 16. • Diffusivity increases with T. • Experimental Data: 1000K/T D (m2/s) C in -Fe C in -Fe A l i n A l C u i n C u Z n i n C u F e i n  - F e F e i n  - F e 0.5 1.0 1.5 2.0 10-20 10-14 10-8 T(C) 1500 1000 600 300 D has exp. dependence on T Recall: Vacancy does also! 19 pre-exponential [m2/s] (see Table 5.2,Callister 6e) activation energy gas constant [8.31J/mol-K] DDoexp  Q d RT       diffusivity [J/mol],[eV/mol] (see Table 5.2,Callister 6e) Dinterstitial >> Dsubstitutional C in -Fe C in -Fe Al in Al Cu in Cu Zn in Cu Fe in -Fe Fe in -Fe Adapted from Fig. 5.7, Callister 6e. (Date for Fig. 5.7 taken from E.A. Brandes and G.B. Brook (Ed.) Smithells Metals Reference Book, 7th ed., Butterworth-Heinemann, Oxford, 1992.) DIFFUSION AND TEMPERATURE
  • 17. 20 Diffusion FASTER for... • open crystal structures • lower melting T materials • materials w/secondary bonding • smaller diffusing atoms • cations • lower density materials Diffusion SLOWER for... • close-packed structures • higher melting T materials • materials w/covalent bonding • larger diffusing atoms • anions • higher density materials SUMMARY: STRUCTURE & DIFFUSION

Editor's Notes

  • #14: Typically, we let the experiment described on slide 2 run during the class; at this point in the class, the results are available for the class to look at.