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Unsteady State Diffusion: Fick's Second Law & Transient Analysis

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Topic 3.0 Unsteady State Diffusion
by Engr. Mudono
3.1 Introduction
3.2 Unsteady State Molecular Diffusion and Fick’s
Second Law
3.3 Transient Diffusion in a Semi-infinite Medium
3.4 Diffusion through a varying cross-sectional areas
3.5 Diffusion through a spherical body
3.1 Introduction to Unsteady State Molecular Diffusion
• Unsteady-state molecular diffusion or transient diffusion
describes processes where the diffusion flux and the
concentrations change with time.
• Since solids are not easily transported through equipment
as fluids, the application of batch and semi batch
processes and consequently unsteady-state diffusional
conditions arise much more frequently than with fluids.
• Even in continuous operation, e.g., a continuous drier, the
history of each solid piece as it passes through equipment
is representative of the unsteady state.
• These generally fall into two categories:
1. a process that is in an unsteady state only during its
initial startup, and
2. a process in which the concentration is continually
changing throughout its duration.
• These cases are therefore of considerable importance.
• The time-dependent differential equations are simple
to derive from the general differential equation of mass
transfer.
• The equation of continuity for component A in terms of mass:
πœ•πœŒπ΄
𝛻 βˆ™ 𝒏𝐴 +
− π‘Ÿπ΄ = 0 −− −1
πœ•π‘‘
• The equation of continuity for component A in terms of moles:
πœ•πΆπ΄
𝛻 βˆ™ 𝑡𝐴 +
− 𝑅𝐴 = 0 −− −2
πœ•π‘‘
• Where there is no bulk flow, and in the absence of chemical
reaction, Fick's second law, can be used to solve problems of
unsteady-state diffusion by integration with appropriate
boundary conditions.
Mass transfer chart for solid objects
Dimensionless number in mass transfer chart
3.2 Unsteady State Molecular Diffusion and Fick’s
Second Law
• All mass transfer processes will have an initial period
of time with unsteady – state conditions where the
concentration at certain point varies with time until
steady – state is reached.
Fig 3.1 Unsteady state molecular diffusion mass transfer
𝑁𝑒𝑑 π‘Ÿπ‘Žπ‘‘π‘’ π‘œπ‘“ π‘šπ‘œπ‘™π‘Žπ‘Ÿ π‘“π‘™π‘œπ‘€ π‘Ÿπ‘Žπ‘‘π‘’
𝑁𝑒𝑑 π‘Ÿπ‘Žπ‘‘π‘’ π‘œπ‘“ π‘šπ‘œπ‘™π‘Žπ‘Ÿ π‘“π‘™π‘œπ‘€ π‘Ÿπ‘Žπ‘‘π‘’
•
−
π‘œπ‘’π‘‘ π‘œπ‘“ π‘‘β„Žπ‘’ π‘π‘œπ‘›π‘‘π‘Ÿπ‘œπ‘™ π‘£π‘œπ‘™π‘’π‘šπ‘’
π‘–π‘›π‘‘π‘œ π‘‘β„Žπ‘’ π‘π‘œπ‘›π‘‘π‘Ÿπ‘œπ‘™ π‘£π‘œπ‘™π‘’π‘šπ‘’
=
π‘…π‘Žπ‘‘π‘’ π‘œπ‘“ π‘Žπ‘π‘π‘’π‘šπ‘šπ‘’π‘™π‘Žπ‘‘π‘–π‘œπ‘› π‘œπ‘“ 𝑠𝑝𝑒𝑐𝑖𝑒𝑠 𝐴
𝑖𝑛 π‘‘β„Žπ‘’ π‘π‘œπ‘›π‘‘π‘Ÿπ‘œπ‘™ π‘£π‘œπ‘™π‘’π‘šπ‘’
• The molar flow rate of species A by diffusion at the plane X=X
is given by Fick's law:
πœ•πΆπ΄
π‘Šπ΄π‘₯ = −𝐷𝐴𝐡 𝑆
−− −1
πœ•π‘₯ π‘₯
• The molar flow rate of species A by diffusion at the plane x =
x+Δx, is:
πœ•πΆπ΄
π‘Šπ΄π‘₯ = −𝐷𝐴𝐡 𝑆
−− −2
πœ•π‘₯ π‘₯+βˆ†π‘₯
• The accumulation of species A in the control volume is:
πœ•πΆπ΄
𝑆
βˆ†π‘₯ −− −3
πœ•π‘₯
• Combining eqns. 1, 2 & 3:
πœ•πΆπ΄
πœ•πΆπ΄
−𝐷𝐴𝐡 𝑆
+ 𝐷𝐴𝐡 𝑆
πœ•π‘₯ π‘₯
πœ•π‘₯
π‘₯+βˆ†π‘₯
πœ•πΆπ΄
=𝑆
βˆ†π‘₯ −− −4
πœ•π‘₯
• Rearranging and simplifying:
𝐷𝐴𝐡
πœ•πΆπ΄ πœ•π‘₯
− πœ•πΆπ΄ πœ•π‘₯
βˆ†π‘₯
π‘₯+βˆ†π‘₯
π‘₯
πœ•πΆπ΄
=
−− −5
πœ•π‘‘
• In the limit, as Δx→0
πœ•πΆπ΄
πœ• 2 𝐢𝐴
= 𝐷𝐴𝐡
−− −6
2
πœ•π‘‘
πœ•π‘₯
πΈπ‘žπ‘›. 6 πΉπ‘–π‘π‘˜ ′ 𝑠 π‘ π‘’π‘π‘œπ‘›π‘‘ π‘™π‘Žπ‘€ π‘“π‘œπ‘Ÿ π‘œπ‘›π‘’
− π‘‘π‘–π‘šπ‘’π‘›π‘ π‘–π‘œπ‘›π‘Žπ‘™ π‘šπ‘œπ‘™π‘’π‘π‘’π‘™π‘Žπ‘Ÿ π‘‘π‘–π‘“π‘“π‘’π‘ π‘–π‘œπ‘›
• For the more general three-dimensional case where
concentration gradients are changing in the x, y and z
directions, these changes must be added to give:
πœ•πΆπ΄
=
πœ•π‘‘
2
πœ• 𝐢𝐴
𝐷𝐴𝐡
2
πœ•π‘₯
+
2
πœ• 𝐢𝐴
2
πœ•π‘¦
+
2
πœ• 𝐢𝐴
2
πœ•π‘§
−− −7
πΉπ‘–π‘π‘˜ ′ 𝑠 π‘ π‘’π‘π‘œπ‘›π‘‘ π‘™π‘Žπ‘€ π‘“π‘œπ‘Ÿ π‘’π‘›π‘ π‘‘π‘’π‘Žπ‘‘π‘¦ π‘ π‘‘π‘Žπ‘‘π‘’ π‘‘π‘–π‘“π‘“π‘’π‘ π‘–π‘œπ‘›
𝑖𝑛 π‘‘β„Žπ‘Ÿπ‘’π‘’ π‘‘π‘–π‘Ÿπ‘’π‘π‘‘π‘–π‘œπ‘›
• Examining eqn.6:
πœ•πΆπ΄
πœ• 2 𝐢𝐴
= 𝐷𝐴𝐡
−− −6
2
πœ•π‘‘
πœ•π‘₯
• 𝐢𝐴 : Concentration of component A (kg/m3, kmol/m3)
• t: time (s)
• DAB: mass diffusivity (m2/s)
• x: distance (m)
• We need to employ the following boundary conditions:
πΉπ‘œπ‘Ÿ 𝑑 = 0, 𝐢𝐴 = 𝐢𝐴0 π‘Žπ‘‘ 0 ≤ π‘₯ ≤ ∞
πΉπ‘œπ‘Ÿ 𝑑 = 0, 𝐢𝐴 = 𝐢𝐴𝑠 , π‘‘β„Žπ‘’ π‘π‘œπ‘›π‘ π‘‘π‘Žπ‘›π‘‘ π‘π‘œπ‘›π‘π‘’π‘›π‘‘π‘Ÿπ‘Žπ‘‘π‘–π‘œπ‘› π‘Žπ‘‘ π‘₯ = 0
𝐢𝐴 = 𝐢𝐴0 π‘Žπ‘‘ π‘₯ = ∞
• Including these three boundary conditions Fick's second law
can be solved to yield:
𝐢𝐴π‘₯ −𝐢𝐴0
𝐢𝐴𝑠 −𝐢𝐴0
= 1 − π‘’π‘Ÿπ‘“
π‘₯
2 𝑫𝑑
−− −8
• The error function(erf) is tabulated and it is just a
mathematical function that can only be represented by an
integral, you can use it just by looking up values in a table
and interpolating.
• You will not need to calculate error functions numerically, but
for your curiosity erf(x) is:
π‘₯
2
−𝑦 2
π‘’π‘Ÿπ‘“ π‘₯ =
𝑒
𝑑𝑦 −− −9
∏ 0
• The error function erf(x) can also be calculated from the
infinite series:
erf π‘₯ = π‘₯ −
π‘₯3
3
+
1 π‘₯5
2! 5
−
1 π‘₯7
3! 7
+ β‹― −− −10
• However, many problems in unsteady-state diffusion can be
solved without the complication of error function calculation.
• For certain problems, one can employ a simple
relationship between the time and distance at which a
certain concentration will occur.
π‘₯2
1 − π‘’π‘Ÿπ‘“
= π‘π‘œπ‘›π‘ π‘‘π‘Žπ‘›π‘‘ π‘œπ‘Ÿ
= π‘π‘œπ‘›π‘ π‘‘π‘Žπ‘›π‘‘ −− −11
𝑫𝑑
2 𝑫𝑑
π‘₯
• Factors that Influence Diffusion Rate:
1. Both the diffusing species and the host material affect D.
2. Temperature
𝑄
− 𝑑 𝑅𝑇
𝑫 = π‘«πŸŽ 𝑒
−− −12
𝑄𝑑
𝑙𝑛𝑫 = π‘™π‘›π‘«πŸŽ −
𝑅𝑇
π‘œπ‘Ÿ
𝑄𝑑
π‘™π‘œπ‘”π‘« = π‘™π‘œπ‘”π‘«πŸŽ −
−− −13
2.303 𝑅𝑇
• Therefore, a plot of lnD versus 1/T should yield a straight line with
slope -Qd/R and intercept lnD0.
• For one-dimensional diffusion in the radial direction only for
cylindrical coordinates, Fick's second law becomes:
πœ•πΆπ΄ 𝐷𝐴𝐡 πœ•
πœ•πΆπ΄
=
π‘Ÿ
−− −14 (π‘π‘¦π‘™π‘–π‘›π‘‘π‘Ÿπ‘–π‘π‘Žπ‘™)
πœ•π‘‘
π‘Ÿ πœ•π‘Ÿ
πœ•π‘Ÿ
• For one-dimensional diffusion in the radial direction only for
spherical coordinates, Fick's second law becomes:
πœ•πΆπ΄ 𝐷𝐴𝐡 πœ•
πœ•πΆπ΄
2
= 2
π‘Ÿ
−− −15(π‘ π‘β„Žπ‘’π‘Ÿπ‘–π‘π‘Žπ‘™)
πœ•π‘‘
π‘Ÿ πœ•π‘Ÿ
πœ•π‘Ÿ
3.3 Transient Diffusion in a Semi-infinite Medium
• The boundary conditions for this case to solve (eqn.6) are:
• At t = 0 0 < x < ∞ 𝐢𝐴 = 𝐢𝐴0
t>0
x = 0 𝐢𝐴 = 𝐢𝐴𝑖 𝐢𝐴𝑖 = π‘–π‘›π‘–π‘‘π‘–π‘Žπ‘™ π‘π‘œπ‘›π‘π‘’π‘›π‘‘π‘Ÿπ‘Žπ‘‘π‘–π‘œπ‘›
t>0
x = ∞ 𝐢𝐴 = 𝐢𝐴0
πœ•πΆπ΄
πœ• 2 𝐢𝐴
= 𝐷𝐴𝐡
−− −6
2
πœ•π‘‘
πœ•π‘₯
• To solve the above partial differential equation, either the
method of combination of variables or the Laplace method is
applicable.
• The result, in terms of the fractional accomplished
concentration change (θ), is:
𝐢𝐴 − 𝐢𝐴0
π‘₯
πœƒ=
= π‘’π‘Ÿπ‘“π‘
−− −10
𝐢𝐴1 − 𝐢𝐴0
2 𝐷𝐴𝐡 𝑑
• Equation 10 is used to compute the concentration in the semiinfinite medium, as a function of time and distance from the
surface, assuming no bulk flow.
• Thus, it applies most rigorously to diffusion in solids, and also
to stagnant liquid and gases when the medium is dilute in the
diffusing solute.
• The instantaneous rate of mass transfer across the surface of
the medium at X = 0 can be obtained by taking the derivative
of (eqn. 10) with respect to distance and substituting it into
Fick's first law applied at the surface of the medium:
πœ•πΆπ΄
𝑛𝐴 = −𝐷𝐴𝐡 𝑆
πœ•π‘§
= 𝐷𝐴𝐡 𝑆
π‘₯=0
𝐢𝐴𝑆 − 𝐢𝐴0
πœ‹π·π΄π΅ 𝑑
π‘₯2
𝑒π‘₯𝑝 −
4𝐷𝐴𝐡 𝑑
− −11
π‘₯=0
• Thus:
𝑛𝐴
π‘₯=0
=
𝐷𝐴𝐡
𝑆 𝐢𝐴𝑠 − 𝐢𝐴0 −− −16
πœ‹π‘‘
• We can determine the total number of moles of solute, NA,
transferred into the semi-infinite medium by integrating eqn. 16
with respect to time:
𝑑
𝑁𝐴 =
𝑛𝐴
0
π‘₯=0
𝑑𝑑 =
𝐷𝐴𝐡
𝑆 𝐢𝐴𝑠 − 𝐢𝐴0
πœ‹π‘‘
𝑑
0
𝑑𝑑
𝑑
= 2𝑆 𝐢𝐴𝑠 − 𝐢𝐴0
𝐷𝐴𝐡 𝑑
−− −17
πœ‹
Table 3.1 The Error Function
Mass transfer chart
3.3.1 Semi-infinite Medium correlations
3.4 Diffusion through a varying cross-section area
• The mole rate (𝑡A,kmol/s ) through a system of a varying cross
sectional area is constant, while the mole flux (NA,kmol/m2.s ) is
variable.
• The mass transfer through a cone and sphere can be consider as a
mass transfer through a system of varying cross sectional area.
• On the other hand, the transfer through a cylinder can be consider as a
mass transfer through a system of constant cross section area.
π‘šπ‘œπ‘™π‘’ π‘Ÿπ‘Žπ‘‘π‘’
𝑁𝐴 π‘˜π‘šπ‘œπ‘™
𝑁𝐴 =
=
−− −1
2
π‘ π‘’π‘Ÿπ‘“π‘Žπ‘π‘’ π‘Žπ‘Ÿπ‘’π‘Ž
𝑆 π‘š .𝑠
Fig 3.2 Variable cross sectional area
3.5 Diffusion through a spherical body
𝑑𝐢𝐴 𝐢𝐴
𝑁𝐴 = −𝐷𝐴𝐡
+
𝑁𝐴 + 𝑁𝐡 −− −2
π‘‘π‘Ÿ 𝐢𝑇
𝑁𝐴
𝑑𝐢𝐴 𝐢𝐴 𝑁𝐴 𝑁𝐡
= −𝐷𝐴𝐡
+
+
−− −3
𝑆
π‘‘π‘Ÿ 𝐢𝑇 𝑆
𝑆
𝑑𝐢𝐴 𝐢𝐴
𝑁𝐴 = −𝐷𝐴𝐡 𝑆
+
𝑁𝐴 + 𝑁𝐡 −− −4
π‘‘π‘Ÿ 𝐢𝑇
• But: The surface area of sphere: S=4πr2
𝑑𝐢𝐴 𝐢𝐴
𝑁𝐴 = −4πœ‹π‘Ÿ 𝐷𝐴𝐡
+
𝑁𝐴 + 𝑁𝐡 −− −5
π‘‘π‘Ÿ 𝐢𝑇
2
Case 1: Diffusion through a stagnant layer 𝑁𝐡 = 0
𝑑𝐢
𝐢
𝐴
𝐴
2
𝑁𝐴 = −4πœ‹π‘Ÿ 𝐷𝐴𝐡
+
𝑁𝐴 + 0
π‘‘π‘Ÿ 𝐢𝑇
𝑁𝐴 1 − 𝐢𝐴
π‘Ÿ1
𝑁𝐴
π‘Ÿ0
𝑑𝐢
𝐴
2
= −4πœ‹π‘Ÿ 𝐷𝐴𝐡 𝐢𝑇
π‘‘π‘Ÿ
π‘‘π‘Ÿ
𝐢𝑇 − 𝐢𝐴2
= −4πœ‹π·π΄π΅ 𝐢𝑇 𝑙𝑛
2
π‘Ÿ
𝐢𝑇 − 𝐢𝐴1
4πœ‹π·π΄π΅ 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
𝑁𝐴 =
𝑙𝑛
−− −6
1 1
𝐢𝑇 − 𝐢𝐴1
−
• The most important things is to calculate the mass transfer rate for the
𝟐
sphere surface where the surface area is constant πŸ’π…π’“πŸŽ :
4πœ‹π·π΄π΅ 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
𝑁𝐴 𝑆 =
𝑙𝑛
1 1
𝐢𝑇 − 𝐢𝐴1
−
π‘Ÿ0 π‘Ÿ1
𝑁𝐴 πŸ’π…π’“πŸπŸŽ
4πœ‹π·π΄π΅ 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
=
𝑙𝑛
1 1
𝐢𝑇 − 𝐢𝐴1
−
π‘Ÿ0 π‘Ÿ1
𝐷𝐴𝐡 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
𝑁𝐴 =
𝑙𝑛
−− −7
1
𝐢𝑇 − 𝐢𝐴1
2 1
π‘Ÿ0
−
π‘Ÿ0 π‘Ÿ1
• Mole flux from the sphere surface (eqn.7)
• When the mass transfer from surface to a large distance
compare to the sphere surface (𝐫𝟎): π‘Ÿ1 → ∞ π‘Žπ‘›π‘‘ 𝐢𝐴2 = 0
𝐷𝐴𝐡 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
𝑁𝐴 =
𝑙𝑛
1
𝐢
−
𝐢
2 1
𝑇
𝐴1
π‘Ÿ0
−
π‘Ÿ0 ∞
𝐷𝐴𝐡 𝐢𝑇
𝐢𝑇 − 𝐢𝐴2
𝑁𝐴 =
𝑙𝑛
−− −8
π‘Ÿ0
𝐢𝑇 − 𝐢𝐴1
• In partial pressure form:
𝑁𝐴 =
𝐷𝐴𝐡 𝑃𝑇
𝑃𝑇 −𝑃𝐴2
𝑙𝑛
π‘Ÿ0 𝑅𝑇
𝑃𝑇 −𝑃𝐴1
−− −9
Case II: Equimolecular Counter Diffusion (𝑁𝐴 = −𝑁𝐡 ):
𝑑𝐢𝐴 𝐢𝐴
𝑁𝐴 = −𝐷𝐴𝐡
+
𝑁𝐴 + 𝑁𝐡 −− −10
π‘‘π‘Ÿ 𝐢𝑇
𝑁𝐴
𝑑𝐢𝐴 𝐢𝐴 𝑁𝐴 𝑁𝐡
= −𝐷𝐴𝐡
+
+
−− −11
𝑆
π‘‘π‘Ÿ 𝐢𝑇 𝑆
𝑆
𝑑𝐢𝐴
𝑁𝐴 = −4πœ‹π‘Ÿ 𝐷𝐴𝐡
−− −12
π‘‘π‘Ÿ
2
π‘Ÿ1
𝑁𝐴
π‘Ÿ0
π‘‘π‘Ÿ
=
−4πœ‹π·
𝐴𝐡
2
π‘Ÿ
𝐢𝐴2
𝑑𝐢𝐴 −− −13
𝐢𝐴1
1 1
𝑁𝐴
−
= 4πœ‹π·π΄π΅ 𝐢𝐴1 − 𝐢𝐴2 −− −14
π‘Ÿ0 π‘Ÿ1
4πœ‹π·π΄π΅
𝑁𝐴 =
𝐢𝐴1 − 𝐢𝐴2
1 1
−
π‘Ÿ0 π‘Ÿ1
• For the mass transfer from surface (S=4ππ‘Ÿ02 ):
𝐷𝐴𝐡 𝐢𝑇
𝑁𝐴 =
1
2 1
π‘Ÿ0
−
π‘Ÿ0 π‘Ÿ1
• In the case of π‘Ÿ1 is very large ⇒
1
π‘Ÿ1
𝐢𝐴1 − 𝐢𝐴2
=0
𝐷𝐴𝐡
𝑁𝐴 =
𝐢𝐴1 − 𝐢𝐴2
π‘Ÿ0
• In the form of partial pressure:
𝐷𝐴𝐡
𝑁𝐴 =
𝑃𝐴1 − 𝑃𝐴2 −− −15
π‘Ÿ0 𝑅𝑇
Case III: Unequimolecular Counter Diffusion (𝑁𝐴 = −𝑛𝑁𝐡 ):
𝐷𝐴𝐡 𝑃𝑇
1
𝑃𝑇 − (1 − 𝑛)𝑃𝐴2
𝑁𝐴 =
𝑙𝑛
−− −16
𝑅𝑇 π‘Ÿ0 (1 − 𝑛)
𝑃𝑇 − (1 − 𝑛)𝑃𝐴1
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