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Prof. R. Shanthini 05 March 2013
1
CP302 Separation Process PrinciplesMass Transfer - Set 3
Prof. R. Shanthini 05 March 2013
2
One-dimensional Unsteady-state Diffusion
Fick’s First Law of Diffusion is written as follows when CA is only a function of z:
(1)JA = - DABdCA
dz
JA = - DAB∂CA
∂z(39)
Fick’s First Law is written as follows when CA is a function of z as well as of some other variables such as time:
Observe the use of ordinary and partial derivatives as appropriate.
Prof. R. Shanthini 05 March 2013
3
JA, inJA, out
ΔCA
z+Δz
JA, in = - DAB∂CA
∂z at z
JA, out = - DAB∂CA
∂z at z+Δz
z
Mass flow of species A into the control volume
= JA, in x A x MA
where
Mass flow of species A out of the control volume
= JA, out x A x MA
where
A: cross-sectional area
MA: molecular weight of species A
One-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
4
JA, inJA, out
ΔCA
z+Δzz
A: cross-sectional area
MA: molecular weight of species A
= ∂CA
∂t
Accumulation of species A in the control volume
x (A x Δz) x MA
Mass balance for species A in the control volume gives,
JA, in= JA, out
A MA A MA
+∂CA
∂t (A Δz) MA
One-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
5
Mass balance can be simplified to
- DAB∂CA
∂z at z
- DAB∂CA
∂z at z+Δz
= ∂CA
∂t+ Δz
∂CA
∂t= DAB
(∂CA/∂z)z+Δz (∂CA/∂z)z-
Δz
(40)
The above can be rearranged to give
One-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
6
In the limit as Δz goes to 0, equation (40) is reduced to
= ∂2CA
∂z2DAB (41)
∂CA
∂t
which is known as the Fick’s Second Law.
Fick’s second law in the above form is applicable strictly for constant DAB and for diffusion in solids, and also in stagnant liquids and gases when the medium is dilute in A.
One-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
7
= ∂2CA
∂z2DAB (42)
Fick’s second law, applies to one-dimensional unsteady-state diffusion, is given below:
∂CA
∂t
= ∂
∂r
DAB(43)
Fick’s second law for one-dimensional diffusion in radial direction only for cylindrical coordinates:
∂CA
∂t r
∂CA
∂rr
= ∂
∂r
DAB(44)
Fick’s second law for one-dimensional diffusion in radial direction only for spherical coordinates:
∂CA
∂t r2
∂CA
∂rr2
One-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
8
= ∂2CA
∂x2DAB
Fick’s second law, applies to three-dimensional unsteady-state diffusion, is given below:
∂CA
∂t+ +
∂2CA
∂z2
∂2CA
∂y2
= ∂
∂r
DAB
Fick’s second law for three-dimensional diffusion in cylindrical coordinates:
∂CA
∂t r∂CA
∂rr
= ∂
∂r
DAB
Fick’s second law for three-dimensional diffusion in spherical coordinates:
∂CA
∂t r2
∂CA
∂rr2
+ ∂
∂θ
∂CA
r ∂θ+
∂
∂z
∂CA
∂zr (45b)
(45a)
∂
∂θ
∂CA
∂θsinθ+
1
sinθ
∂2
∂2Φ+
1
sin2θ
CA
(45c)
Three-dimensional Unsteady-state Diffusion
Prof. R. Shanthini 05 March 2013
9
Unsteady-state diffusion in semi-infinite medium
z = 0 z = ∞
= ∂2CA
∂z2DAB (42)
∂CA
∂t
z ≥ 0
Initial condition:
CA = CA0 at t ≤ 0 and z ≥ 0
Boundary condition:
CA = CAS at t ≥ 0 and z = 0
CA = CA0 at t ≥ 0 and z →∞
Prof. R. Shanthini 05 March 2013
10
Introducing dimensionless concentration change:
= ∂2Y
∂z2DAB
∂Y
∂t
Y = CA – CA0
CAS – CA0
Use
and transform equation (42) to the following:
where ∂Y
∂t=
∂CA / ∂t
CAS – CA0
∂2Y
∂z2=
∂2CA / ∂z2
CAS – CA0
Prof. R. Shanthini 05 March 2013
11
Introducing dimensionless concentration change:
Initial condition:
CA = CA0 becomes Y = 0 at t ≤ 0 and z ≥ 0
Boundary condition:
CA = CAS becomes Y = 1 at t ≥ 0 and z = 0
CA = CA0 becomes Y = 0 at t ≥ 0 and z → ∞
Y = CA – CA0
CAS – CA0
Use
and transform the initial and boundary conditions to the following:
Prof. R. Shanthini 05 March 2013
12
Solving for Y as a function of z and t:
Initial condition: Y = 0 at t ≤ 0 and z ≥ 0
Boundary condition: Y = 1 at t ≥ 0 and z = 0
Y = 0 at t ≥ 0 and z →∞
= ∂2Y
∂z2DAB
∂Y
∂t
Since the PDE, its initial condition and boundary conditions are all linear in the dependent variable Y, an exact solution exists.
Prof. R. Shanthini 05 March 2013
13
Non-dimensional concentration change (Y) is given by:
Y = CA – CA0
CAS – CA0
= erfc z
2 DAB t(46)
where the complimentary error function, erfc, is related to the error function, erf, by
erfc(x) = 1 – erf(x) = 1 – 2π
⌠⌡ 0
x
exp(-σ2) dσ
(47)
Prof. R. Shanthini 05 March 2013
14
A little bit about error function:
- Error function table is provided (take a look).
- Table shows the error function values for x values up to 3.29.
- For x > 3.23, error function is unity up to five decimal places.
- For x > 4, the following approximation could be used:
erf(x) = 1 – π x
exp(-x2)
Prof. R. Shanthini 05 March 2013
15
Example 3.11 of Ref. 2: Determine how long it will take for the dimensionless concentration change (Y) to reach 0.01 at a depth 1 m in a semi-infinite medium. Assume DAB = 0.1 cm2/s.
Solution: Starting from (46) and (47), we get Y = 1 - erf
z
2 DAB t
Using Y = 0.01, z = 1 m (= 100 cm) and DAB = 0.1 cm2/s, we get
= 1 - 0.01 = 0.99 erf 100
2 0.1 x t
100
2 0.1 x t= 1.8214
t = 2.09 h
Prof. R. Shanthini 05 March 2013
16
Get back to (46), and determine the equation for the mass flux from it.
JA = - DAB∂CA
∂z at z
DAB / π tJA = exp(-z2/4DABt) (CAS-CA0) (48)
DAB / π tJA = (CAS-CA0)
Flux across the interface at z = 0 is
at z = 0(49)
Prof. R. Shanthini 05 March 2013
17
Exercise: Determine how the dimensionless concentration change (Y) profile changes with time in a semi-infinite medium. Assume DAB = 0.1 cm2/s. Work up to 1 m depth of the medium.
Solution: Starting from (46) and (47), we get
Y = 1 - erf z
2 DAB t
Prof. R. Shanthini 05 March 2013
18
clear all
DAB = 0.1; %cm2/s
t = 0;
for i = 1:1:180 %in min
t(i) = i*60;
z = [0:1:100]; %cm
x = z/(2 * sqrt(DAB*t(i)));
Y(:,i) = 1 - erf(x);
end
plot(z,Y)
xlabel('z (cm)')
ylabel('Non-dimensional concentration, Y')
grid
pause
plot(t/3600,Y(100,:))
xlabel('t (h)')
ylabel('Y at z = 100 cm')
grid
Let us get the complete profile using MATLAB which has a built-in error function.
Prof. R. Shanthini 05 March 2013
19
t = 1 min to 3 h
Prof. R. Shanthini 05 March 2013
20
Prof. R. Shanthini 05 March 2013
21
Diffusion in semi-infinite medium:
In gas: DAB = 0.1 cm2/s
Time taken for the dimensionless concentration change (Y) to reach 0.01 at a depth 1 m is
2.09 h.
In liquid: DAB = 10-5 cm2/s
Time taken for the dimensionless concentration change (Y) to reach 0.01 at a depth 1 m is
2.39 year.
In solid: DAB = 10-9 cm2/s
Time taken for the dimensionless concentration change (Y) to reach 0.01 at a depth 1 m is
239 centuries.