Diffusion Callister

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    WHY STUDY DIFFUSION?

    Materials often heat treated to improve properties

    Atomic diffusion occurs during heat treatment

    Depending on situation higher or lower diffusion rates

    desired

    Heat treating temperatures and times, and heating or coolingrates can be determined using the mathematics/physics of

    diffusion

    Example: steel gears are case-hardened by

    diffusing C or N to outer surface

    Topic 5:

    DIFFUSION IN SOLIDS

    AMI E

    N BCA F

    E

    w w w w

    . amie. nbca

    f e.in/phpbb

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    ISSUES TO ADDRESS...

    Atomic mechanisms of diffusion

    Mathematics of diffusion

    Influence of temperature and diffusing species on

    Diffusion rate

    Topic 5:

    DIFFUSION IN SOLIDS

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    DIFFUSION

    Phenomenon of material transport by atomic or particletransport from region of high to low concentration

    What forces the particles to go from left to right?

    Does each particle know its local concentration?

    Every particle is equally likely to go left or right! At the interfaces in the above picture, there are

    more particles going right than left this causes

    an average flux of particles to the right! Largely determined by probability & statistics

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    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.

    to

    t1

    t2

    t3

    xo x1 x2 x3time (s)

    x (mm)

    DIFFUSION DEMO

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    100%

    Concentration Profiles0

    Cu Ni

    Interdiffusion: In an alloy or diffusion couple, atoms tendto migrate from regions of large to lower concentration.

    Initially (diffusion couple) After some time

    100%

    Concentration Profiles0

    Adapted from

    Figs. 5.1 and

    5.2, Callister

    6e.

    DIFFUSION: THE PHENOMENA (1)

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    Self-diffusion: In an elemental solid, atomsalso migrate.

    Label some atoms After some time

    A

    B

    C

    DA

    B

    C

    D

    DIFFUSION: THE PHENOMENA (2)

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    Conditions for diffusion:

    there must be an adjacent empty site

    atom must have sufficient energy to break bonds with its

    neighbors and migrate to adjacent site (activation energy)

    DIFFUSION MECHANISMSDiffusion at the atomic level is a step-wise migration of atoms from

    lattice site to lattice site

    Higher the temperature, higher is the probability that an atom will have

    sufficient energy

    hence, diffusion rates increase with temperature

    Types of atomic diffusion mechanisms:

    substitutional (through vacancies) interstitial

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    Substitutional Diffusion:

    applies to substitutional impurities

    atoms exchange with vacancies

    rate depends on:

    -- number of vacancies

    -- temperature

    -- activation energy to exchange.

    increasing elapsed time

    DIFFUSION MECHANISMS

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    ACTIVATION ENERGY FOR

    DIFFUSION

    Also called energy barrier for diffusion

    Initial state Final stateIntermediate state

    nergy Activation energy

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    Simulation of

    interdiffusion

    across an interface:

    Rate of substitutional

    diffusion depends on:

    -- vacancy concentration-- activation energy (which is

    related to frequency of jumping).

    (Courtesy P.M. Anderson)

    DIFFUSION SIMULATION

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    (Courtesy P.M. Anderson)

    Applies to interstitial impurities.

    More rapid than vacancy

    diffusion (Why?).

    Interstitial atoms smaller andmore mobile; more number of

    interstitial sites than vacancies

    INTERSTITIAL SIMULATION

    Simulation:--shows the jumping of a

    smaller atom (gray) from

    one interstitial site to

    another in a BCCstructure. The

    interstitial sites

    considered here are

    at midpoints along theunit cell edges.

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    Case Hardening:-- Example of interstitial

    diffusion is a case

    hardened gear.-- Diffuse carbon atoms

    into the host iron atoms

    at the surface.

    Result: The "Case" is--hard to deform: C atoms

    "lock" planes from shearing.

    Fig. 5.0,

    Callister 6e.

    (Fig. 5.0 is

    courtesy of

    SurfaceDivision,

    Midland-

    Ross.)

    PROCESSING USING DIFFUSION (1)

    --hard to crack: C atoms put

    the surface in compression.

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    Doping Silicon with P for n-type semiconductors:

    1. Deposit P rich

    layers on surface.

    2. Heat it.

    3. Result: Doped

    semiconductorregions.

    silicon

    silicon

    magnified image of a computer chip

    0.5mm

    light regions: Si atoms

    light regions: Al atoms

    Fig. 18.0,

    Callister 6e.

    PROCESSING USING DIFFUSION (2)

    Process

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    Flux: amount of material or atoms moving past a unit area in unit timeFlux, J = M/(A t)

    J =

    1

    A

    dM

    dt

    kg

    m2s

    oratoms

    m2s

    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

    throughwhichatoms

    move.

    MODELING DIFFUSION: FLUX

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    Concentration Profile, C(x): [kg/m3]

    Fick's First Law:

    Concentrationof Cu [kg/m3]

    Concentrationof Ni [kg/m3]

    Position, x

    Cu flux Ni flux

    The steeper the concentration profile,

    the greater the flux!

    Adapted from

    Fig. 5.2(c),

    Callister 6e.

    Jx = D dCdx

    Diffusion coefficient [m2/s]

    concentration

    gradient [kg/m4]

    flux in x-dir.

    [kg/m2-s]

    CONCENTRATION PROFILES & FLUX

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    Steady State: Steady rate of diffusion from one end to the other.Implies that the concentration profile doesn't change with time. Why?

    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 doesnt change w/time.

    Jx(right)Jx(left)

    x

    Jx = D

    dC

    dx

    dCdx

    left

    = dCdx

    right

    If Jx)left = Jx)right , then

    STEADY STATE DIFFUSION

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    Steel plate at

    700C withgeometry

    shown:

    Q: How much

    carbon transfers

    from the rich to

    the deficient side?J = D

    C2 C1x2 x1

    = 2.4 109kg

    m2s

    Adapted from

    Fig. 5.4,

    Callister 6e.

    C1=1.2kg

    /m3

    C2=0

    .8kg/m

    3

    Carbon

    richgas

    10mm

    Carbondeficient

    gas

    x1 x205m

    m

    D=3x10-11m2/s

    Steady State =

    straight line!

    EX: STEADY STATE DIFFUSION

    Note: Steady state does not set in instantaneously.

    STEADY STATE DIFFUSION

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    STEADY STATE DIFFUSION:

    ANOTHER PERSPECTIVE Hose connected to tap; tap turned on

    At the instant tap is turned on, pressure is high at the tap

    end, and 1 atmosphere at the other end After steady state is reached, pressure linearly drops

    from tap to other end, and will not change anymore

    Tap end Flow end

    PressureIncreasing time

    Steady state

    NON STEADY STATE DIFFUSION

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    Concentration profile,C(x), changes

    w/ time.

    To conserve matter: Fick's First Law:

    Governing Eqn.:

    Concentration,C, in the box

    J(right)J(left)

    dx

    dCdt

    = Dd2

    Cdx2

    dx

    =

    dC

    dt

    J(left)J(right)

    NON STEADY STATE DIFFUSION

    Ficks second law

    dJ

    dx

    = dC

    dt

    dJ

    dx

    = Dd2C

    dx2

    (if D doesnot vary

    with x)

    equate

    J = DdC

    dx

    EX NON STEADY STATE DIFFUSION

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    Copper diffuses into a bar of aluminum.

    Boundary conditions:For t = 0, C = C0 at x > 0

    For t > 0, C = Cs at x = 0

    C = C0 at x =

    pre-existing conc., Coof copper atoms

    Surface conc.,Csof Cu atoms

    bar

    Co

    Cs

    position, x

    C(x,t)

    to t1t2

    t3 Adapted fromFig. 5.5,

    Callister 6e.

    EX: NON STEADY STATE DIFFUSION

    dC

    dt

    = Dd2C

    dx2

    EX NON STEADY STATE DIFFUSION

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    Copper diffuses into a bar of aluminum.

    General solution:

    "error function"Values calibrated in Table 5.1, Callister 6e.

    C(x,t) CoCs Co

    = 1 erf x2 Dt

    pre-existing conc., Coof copper atoms

    Surface conc.,Csof Cu atoms

    bar

    Co

    Cs

    position, x

    C(x,t)

    to t1t2

    t3 Adapted fromFig. 5.5,

    Callister 6e.

    EX: NON STEADY STATE DIFFUSION

    PROCESS DESIGN EXAMPLE

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    Suppose we desire to achieve a specific concentration C1

    at a certain point in the sample at a certain time

    PROCESS DESIGN EXAMPLE

    =

    Dt

    x

    erfCC

    CtxC

    s 21

    ),(

    0

    0

    ==

    Dt

    xerf

    CC

    CC

    s 21constant

    0

    01

    becomes

    constant2

    =Dt

    x

    DIFFUSION DEMO: ANALYSIS

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    The experiment: record combinations oft and x that kept C constant.to

    t1

    t2

    t3

    x o x 1x

    2 x 3

    Diffusion depth given by:

    xi

    Dti

    C(xi, t i ) CoCs Co

    = 1 erfxi

    2 Dt i

    = (constant here)

    DIFFUSION DEMO: ANALYSIS

    DATA FROM DIFFUSION DEMO

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    Experimental result: x ~ t0.58

    Theory predicts x ~ t0.50

    Reasonable agreement!

    BBBBBBBBBBBB

    B

    B

    0

    0.5

    1

    1.5

    22.5

    3

    3.5

    4

    0 0.5 1 1.5 2 2.5 3

    ln[t(min)]

    Linear regression fit to data:ln[x(mm)] = 0.58ln[t(min)]+ 2.2

    R2 = 0.999

    DATA FROM DIFFUSION DEMO

    PROCESSING QUESTION

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    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, given D500 and D600?

    (Dt)500C=(Dt)600C

    s

    C(x,t)CoC C

    o

    = 1erfx

    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

    DIFFUSION AND TEMPERATURE

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    Diffusivity increases with T.

    pre-exponential [m2/s] (see Table 5.2, Callister 6eactivation energy

    gas constant [8.31J/mol-K]

    D= Doexp Q

    d

    RT

    diffusivity

    [J/mol],[eV/mol](see Table 5.2, Callister 6e)

    DIFFUSION AND TEMPERATURE

    Remember vacancy concentration: NV = N exp(-QV/kT)

    QV is vacancy formation energy (larger this energy,smaller the number of vacancies)

    Qd is the activation energy (larger this energy, smaller

    the diffusivity and lower the probability of atomic diffusion)

    ACTIVATION ENERGY FOR

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    ACTIVATION ENERGY FOR

    DIFFUSION

    Also called energy barrier for diffusion

    Initial state Final stateIntermediate state

    nergy Activation energy

    DIFFUSION AND TEMPERATURE

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    Experimental Data:

    1000K/T

    D (m2/s) Cin-Fe

    Cin-Fe

    Alin

    Al

    Cuin

    C

    u

    ZninCu

    Fein

    -F

    e

    Fein

    -F

    e

    0.5 1.0 1.5 2.010-20

    10-14

    10-8T(C)

    1500

    1000

    600

    300

    D has exp. dependence on T

    Recall: Vacancy does also!

    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 -FeC in -Fe Al in Al

    Cu in Cu

    Zn in Cu

    Fe in -FeFe 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

    DIFFUSION AND TEMPERATURE

    NOTE: log(D) = log(D0) Qd/(RT)

    SUMMARY:

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    Diffusion FASTER for...

    open crystal structures

    lower melting T materials

    materials w/secondarybonding

    smaller diffusing atoms

    lower density materials

    Diffusion SLOWER for...

    close-packed structures

    higher melting T materials

    materials w/covalentbonding

    larger diffusing atoms

    higher density materials

    STRUCTURE & DIFFUSION