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Fundamentals of mass diffusion

  • Slide 11 has an incorrect species subscript in the mass-fraction denominator. Use

    wA=xAMAxAMA+xBMBw_A=\frac{x_AM_A}{x_AM_A+x_BM_B}
  • Slide 13 retains species subscripts on the summed mixture fluxes. Use the total fluxes

    n=∑iρivi,N=∑icivin=\sum_i\rho_iv_i,\qquad N=\sum_i c_iv_i

    The molar-flux description should say molar flow rate per unit area.

  • Slide 14 mislabels the second velocity heading. Use “Molar-average velocity” with

    v∗=∑icivicv^*=\frac{\sum_i c_iv_i}{c}

Use consistent kmol units with Ru=8314 Pa m3 kmol−1 K−1R_u=8314\ \mathrm{Pa\,m^3\,kmol^{-1}\,K^{-1}}.

Given conditionsModel and checks
Equal and opposite molar fluxesSet total molar flux to zero and use Eq. 8.
Carrier B has zero net fluxRetain bulk molar motion and use the stagnant-carrier logarithmic relation, Eq. 9.
Radial transfer through a cylinder or sphereWrite an area-weighted shell balance; conserve molar rate rather than radial flux.
A liquid boundary moves slowlyUse a pseudo-steady gas profile plus the interface inventory balance, Eq. 11.
Concentration changes through time inside a bodyMove to the transient-diffusion topic; a steady film model alone is insufficient.

When two gases with different compositions meet, random molecular motion mixes them even if there is no imposed flow. Across a plane in the gas, molecules of A arrive from both sides. More arrive from the side with the greater concentration of A, so their random motion produces a net transfer towards the lower concentration.

Fick’s law relates that net transfer to the concentration gradient. For a binary mixture at constant total molar concentration, the molar diffusive flux relative to the mixture’s molar-average velocity is

JA=−DABdcAdzJ_A=-D_{AB}\frac{dc_A}{dz}(1)

JAJ_A is in kmol m−2 s−1\mathrm{kmol\,m^{-2}\,s^{-1}}, cAc_A in kmol m−3\mathrm{kmol\,m^{-3}}, zz in m and DABD_{AB} in m2 s−1\mathrm{m^2\,s^{-1}}. The gradient has units kmol m−4\mathrm{kmol\,m^{-4}}, so the dimensions close. The minus sign predicts transport down the gradient. The specified reference frame matters. A moving mixture can also transport A past the tube wall, so the flux measured by a fixed observer may differ from JAJ_A.

At constant total molar concentration, cAc_A decreases as zz increases and DAB>0D_{AB}>0. What is the direction of the molar diffusive flux JAJ_A?

  • It is negative because the gradient is negative.
  • It is zero unless the bulk fluid moves.
  • It points in positive zz, down the concentration gradient. ✓
  • It cannot be determined from the gradient.
Explanation

Fick’s law gives

JA=−DABdcAdzJ_A=-D_{AB}\frac{dc_A}{dz}

The concentration gradient is negative, so the diffusive flux is positive. A moves toward increasing position, from higher to lower concentration. Bulk motion can make the total flux different from this diffusive flux.

Diffusion smooths a concentration difference over a distance LL on the time scale

tdiff∼L2DABt_{\mathrm{diff}}\sim\frac{L^2}{D_{AB}}

The estimate follows by comparing the accumulation term cA/tc_A/t with the diffusion term DABcA/L2D_{AB}c_A/L^2 in the transient species balance. It estimates how quickly a profile changes, rather than the exact time to reach a specified concentration.

For L=1 mm=10−3 mL=1\ \mathrm{mm}=10^{-3}\ \mathrm m, the estimate gives

Gas:tdiff∼(10−3)210−5=0.1 sLiquid:tdiff∼(10−3)210−9=1000 sSolid:tdiff∼(10−3)210−14=108 s\begin{aligned} \text{Gas:}\qquad t_{\mathrm{diff}}&\sim\frac{(10^{-3})^2}{10^{-5}}=0.1\ \mathrm s\\ \text{Liquid:}\qquad t_{\mathrm{diff}}&\sim\frac{(10^{-3})^2}{10^{-9}}=1000\ \mathrm s\\ \text{Solid:}\qquad t_{\mathrm{diff}}&\sim\frac{(10^{-3})^2}{10^{-14}}=10^8\ \mathrm s \end{aligned}

The values of DD are illustrative. Diffusivity depends on the species pair, phase and temperature. Over the same distance, molecular diffusion can mix a gas in a fraction of a second while taking years in a solid. Doubling the distance multiplies the estimated time by four.

For modest dilute-gas extrapolations, kinetic theory gives

D1D2=P2P1(T1T2)3/2\frac{D_1}{D_2}=\frac{P_2}{P_1}\left(\frac{T_1}{T_2}\right)^{3/2}(2)

Use absolute temperatures and matching pressure units. Doubling temperature at fixed pressure predicts a factor 2.83 with this estimate, compared with 3.36 using a T1.75T^{1.75} fit. Measured data take precedence.

For hydrogen in nickel, D1=1.2×10−12D_1=1.2\times10^{-12} at T1=358 KT_1=358\ \mathrm K and D2=10−11 m2 s−1D_2=10^{-11}\ \mathrm{m^{2}\,s^{-1}} at T2=438 KT_2=438\ \mathrm K. Solid-state diffusion is often represented by the Arrhenius relation,

D=D0exp⁡(−EaRuT)D=D_0\exp\left(-\frac{E_a}{R_uT}\right)

Taking logarithms at the two temperatures eliminates the unknown prefactor D0D_0. The activation energy is therefore

Ea=Ruln⁡(D2D1)1T1−1T2=8.314ln⁡[10−111.2×10−12]1358−1438=3.46×104 J mol−1E_a=\frac{R_u\ln\left(\frac{D_2}{D_1}\right)}{\frac{1}{T_1}-\frac{1}{T_2}} =\frac{8.314\ln\left[\frac{10^{-11}}{1.2\times10^{-12}}\right]}{\frac{1}{358}-\frac{1}{438}} =3.46\times10^4\ \mathrm{J\,mol^{-1}}

Thus the two supplied values imply Ea≃35 kJ mol−1E_a\simeq35\ \mathrm{kJ\,mol^{-1}}. The gas constant here is on a molar basis, Ru=8.314 J mol−1 K−1R_u=8.314\ \mathrm{J\,mol^{-1}\,K^{-1}}.

For a porous medium using

Deff=Dϵτ,D_{\mathrm{eff}}=\frac{D\epsilon}{\tau},

ϵ=0.4\epsilon=0.4 and τ=3\tau=3 give Deff=0.133DD_{\mathrm{eff}}=0.133D.

A species has constant diffusivity D=10−9 m2 s−1D=10^{-9}\ \mathrm{m^2\,s^{-1}}. What is the diffusion time scale across 11 mm?

  • 10001000 s. ✓
  • 11 s.
  • 10−310^{-3} s.
  • 10610^6 s.
Explanation

First convert the diffusion distance:

L=1 mm=10−3 mL=1\ \mathrm{mm}=10^{-3}\ \mathrm m

Then estimate the diffusion time:

tdiff∼L2D=(10−3)210−9=1000 st_{\mathrm{diff}}\sim\frac{L^2}{D}=\frac{(10^{-3})^2}{10^{-9}}=1000\ \mathrm s

Let ρi\rho_i be species mass concentration in kg m−3\mathrm{kg\,m^{-3}}, cic_i molar concentration in kmol m−3\mathrm{kmol\,m^{-3}}, MiM_i molecular weight in kg kmol⁻¹, and wiw_i the dimensionless mass fraction. The source also writes ωi\omega_i for the same fraction. Use yiy_i for gas mole fraction and xix_i for liquid mole fraction; a general mixture mole fraction below is denoted χi\chi_i. The source shell balance uses xix_i even for gas, which denotes the same quantity as our yiy_i.

ρi=ciMi\rho_i=c_iM_i

The total mass and molar concentrations are sums over the species,

ρ=∑iρi\rho=\sum_i\rho_i c=∑icic=\sum_i c_i

The mass fraction and mole fraction are the corresponding species-to-total ratios,

wi=ρiρw_i=\frac{\rho_i}{\rho} χi=cic\chi_i=\frac{c_i}{c}

Both sets of fractions sum to one,

∑iwi=∑iχi=1\sum_iw_i=\sum_i\chi_i=1(3)

For an ideal gas ci=pi/(RuT)c_i=p_i/(R_uT), c=P/(RuT)c=P/(R_uT) and yi=pi/Py_i=p_i/P. Here pip_i is partial pressure and PP total pressure in Pa; Ru=8314 Pa m3 kmol−1 K−1R_u=8314\ \mathrm{Pa\,m^3\,kmol^{-1}\,K^{-1}}. For a liquid, c=ρ/M‾c=\rho/\overline M, where M‾=∑iχiMi\overline M=\sum_i\chi_i M_i is the mixture molecular weight, not the solute’s molecular weight. Conversion between mass and mole fractions follows

χA=wAMAwAMA+wBMBwA=χAMAχAMA+χBMB\begin{gathered} \chi_A=\frac{\frac{w_A}{M_A}}{\frac{w_A}{M_A}+\frac{w_B}{M_B}}\\ w_A=\frac{\chi_A M_A}{\chi_A M_A+\chi_B M_B} \end{gathered}(4)

In a binary mixture χB=1−χA\chi_B=1-\chi_A, so the gradients are opposite. At constant cc, this identity and JA+JB=0J_A+J_B=0 require the same mutual diffusivity for the pair. They do not imply that laboratory-frame total molar flux is zero.

A binary mixture contains equal moles of A and B, but A has the greater molar mass. Which statement is true?

  • Both mass fractions must be one half.
  • A has the smaller mass fraction.
  • Mole fractions cannot be found without density.
  • Both mole fractions are one half, but A has the greater mass fraction. ✓
Explanation

Mole fraction counts moles, while mass fraction weights those moles by molar mass. Equal molar amounts therefore give equal mole fractions and unequal mass fractions when molar masses differ.

A species velocity viv_i in m s⁻¹ is a local average of many random molecular velocities, leaving a small drift. It is not a molecule’s thermal speed. A fixed observer measures mass flux ni=ρivin_i=\rho_iv_i in kg m−2 s−1\mathrm{kg\,m^{-2}\,s^{-1}} or molar flux Ni=civiN_i=c_iv_i in kmol m−2 s−1\mathrm{kmol\,m^{-2}\,s^{-1}}. Their sums n=∑inin=\sum_i n_i and N=∑iNiN=\sum_iN_i describe the mixture.

The two mixture averages weight different quantities:

v=∑iρiviρv=\frac{\sum_i\rho_i v_i}{\rho}
v∗=∑icivicv^*=\frac{\sum_i c_i v_i}{c}(5)

vv is the mass-average velocity used in overall mass continuity; v∗v^* is the molar-average velocity natural for molar diffusion. In an equal-mole hydrogen/nitrogen mixture with vB=−vAv_B=-v_A and molecular weights 2 and 28, v∗=0v^*=0 but

v=(2−28)vA30=−0.867vA.v=\frac{(2-28)v_A}{30}=-0.867v_A.

These averages coincide when molecular weights are equal.

A fixed observer sees viv_i, a mass-average observer sees vi−vv_i-v, and a molar-average observer sees vi−v∗v_i-v^*. A diffusion velocity measures the species drift relative to the chosen mixture average. It can be positive, negative or zero. Weighted sums of diffusion velocities vanish by construction.

By Eq. 5, cv∗=NA+NBcv^*=N_A+N_B. Expanding JA=cA(vA−v∗)J_A=c_A(v_A-v^*) gives

JA=NA−χA(NA+NB),J_A=N_A-\chi_A(N_A+N_B),

so

NA=χA(NA+NB)+JAN_A=\chi_A(N_A+N_B)+J_A(6)

Figure 1 shows how transport by bulk motion and diffusion add to give the total molar flux in Eq. 6. For stagnant B, the bulk contribution is the fraction χA\chi_A of NAN_A. For arbitrary NBN_B, use the full sum NA+NBN_A+N_B to determine the bulk contribution. At dilute A the stagnant-carrier correction is small because A makes up only a small fraction of the moving mixture. At higher concentrations, it must be included.

Total molar flux is the sum of transport by bulk motion and diffusion, shown here in the same direction. Dashed guides align the component arrows with the total.
Figure 1: Total molar flux is the sum of transport by bulk motion and diffusion, shown here in the same direction. Dashed guides align the component arrows with the total.

In a binary mixture, the molar-frame diffusive fluxes satisfy JA+JB=0J_A+J_B=0. What follows about the total molar flux NA+NBN_A+N_B past a fixed observer?

  • It must always be zero.
  • It can be nonzero because bulk motion carries moles past the observer. ✓
  • It must equal the total mass flux numerically.
  • It must be negative.
Explanation

The diffusive fluxes sum to zero in the molar-average frame. Past a fixed observer, bulk motion also transports material:

NA+NB=cv∗N_A+N_B=cv^*

The total molar flux can therefore be nonzero. It is zero only if the molar-average velocity is zero, as in equimolar counter-diffusion.

Substituting Eq. 1 into Eq. 6 gives

NA=cAc(NA+NB)−DABdcAdzNA=χA(NA+NB)−cDABdχAdz\begin{gathered} N_A=\frac{c_A}{c}(N_A+N_B)-D_{AB}\frac{dc_A}{dz}\\ N_A=\chi_A(N_A+N_B)-cD_{AB}\frac{d\chi_A}{dz} \end{gathered}(7)

The product derivative

dcAdz=c dχAdz+χA dcdz\frac{dc_A}{dz}=c\,\frac{d\chi_A}{dz}+\chi_A\,\frac{dc}{dz}

explains the constant-cc restriction. In an isothermal isobaric ideal gas it is exact. A liquid may need a composition-dependent model or a justified average concentration. Positive flux means motion in positive zz; a negative result reports the direction rather than an arithmetic failure.

Equimolar counter-diffusion imposes NA+NB=0N_A+N_B=0. Burning solid carbon to only carbon dioxide consumes one oxygen molecule for one carbon dioxide molecule produced, so this is a useful gas-film model. Formation of CO changes the ratio and invalidates the equimolar assumption. Binary distillation with equal molar latent heats is another approximate example.

A crossing stagnant B imposes NB=0N_B=0. Water absorbed into concentrated acid crosses the interface while insoluble carrier air does not. Air can still diffuse towards the interface: bulk motion cancels its diffusion exactly. This is zero net flux, not zero microscopic motion. Other stoichiometric ratios or imposed flows must be inserted into Eq. 7 explicitly.

10 Equimolar counter-diffusion of gases A and B

Section titled “10 Equimolar counter-diffusion of gases A and B”

Take steady, one-dimensional, nonreacting transfer across 0≤z≤L0\le z\le L with constant DD, TT and PP. Conservation makes NAN_A constant. Since cA=pA/(RuT)c_A=p_A/(R_uT),

NA=−DABRuTdpAdzNAL=−DABRuT∫pA1pA2dpANA=DAB(pA1−pA2)RuTL\begin{gathered} N_A=-\frac{D_{AB}}{R_uT}\frac{dp_A}{dz}\\ N_AL=-\frac{D_{AB}}{R_uT}\int_{p_{A1}}^{p_{A2}}dp_A\\ N_A=\frac{D_{AB}(p_{A1}-p_{A2})}{R_uTL} \end{gathered}(8)

Partial pressures and concentrations are linear, with pA+pB=Pp_A+p_B=P. The pressure-based resistance is RuTL/DR_uTL/D, with units Pa m2 s kmol−1\mathrm{Pa\,m^2\,s\,kmol^{-1}}, while concentration-based resistance L/DL/D has units s m⁻¹. Use the same driving-force basis when adding resistances in series.

11 A diffusing through stagnant, non-diffusing B

Section titled “11 A diffusing through stagnant, non-diffusing B”

Now set NB=0N_B=0 in Eq. 7. Rearranging and separating gives

NA(1−yA)=−cDABdyAdzNA∫0Ldz=−cDAB∫yA1yA2dyA1−yANA=cDABLln⁡1−yA21−yA1\begin{gathered} N_A(1-y_A)=-cD_{AB}\frac{dy_A}{dz}\\ N_A\int_0^L dz=-cD_{AB}\int_{y_{A1}}^{y_{A2}}\frac{dy_A}{1-y_A}\\ N_A=\frac{cD_{AB}}{L}\ln\frac{1-y_{A2}}{1-y_{A1}} \end{gathered}(9)

Equivalently

NA=DABPRuTLln⁡(P−pA2P−pA1).N_A=\frac{D_{AB}P}{R_uTL}\ln\left(\frac{P-p_{A2}}{P-p_{A1}}\right).

When yA1>yA2y_{A1}>y_{A2}, the logarithm is positive. The local multiplier 1/(1−yA)1/(1-y_A) is 2 at yA=0.5y_A=0.5 and 10 at 0.9. At low concentration the logarithm approaches yA1−yA2y_{A1}-y_{A2} and Eq. 8 returns.

Define the log-mean stagnant-species partial pressure and mole fraction:

pBM=pB2−pB1ln⁡(pB2pB1),yBM=pBMPNA=DAB(pA1−pA2)RuTLPpBMNA=cDAB(yA1−yA2)LyBM\begin{gathered} p_{BM}=\frac{p_{B2}-p_{B1}}{\ln\left(\frac{p_{B2}}{p_{B1}}\right)},\quad y_{BM}=\frac{p_{BM}}{P}\\ N_A=\frac{D_{AB}(p_{A1}-p_{A2})}{R_uTL}\frac{P}{p_{BM}}\\ N_A=\frac{cD_{AB}(y_{A1}-y_{A2})}{Ly_{BM}} \end{gathered}(10)

If the endpoints coincide, take the common value as the log mean. The exact enhancement is P/pBMP/p_{BM}, not an arbitrarily chosen local fraction. The logarithm follows from integrating 1/(1−yA)1/(1-y_A) and the profile is curved. Its gradient magnitude increases towards the low-A end because

∣dyAdz∣=NA(1−yA)cD.\left|\frac{dy_A}{dz}\right|=\frac{N_A(1-y_A)}{cD}.

The smaller fraction of A at that end means that a steeper gradient is needed to maintain the same total flux.

As A becomes dilute, FSF_S approaches one; when B’s log-mean fraction is 0.5, FS=2F_S=2. This correction needs the stagnant-B model. A change in reaction stoichiometry or imposed bulk flow changes the multiplier.

A diffuses through stagnant B with NB=0N_B=0. What does stagnant mean here?

  • B molecules have no random motion.
  • The mixture molar-average velocity must be zero.
  • B has zero total molar flux, while its bulk and diffusive contributions can cancel. ✓
  • The concentration gradient of B must be zero.
Explanation

Stagnant B means that no net amount of B crosses a fixed surface. B can still diffuse in one direction while bulk motion carries it in the opposite direction. These contributions cancel. It does not mean that B molecules stop moving or that the mixture has zero bulk velocity.

11.1 Pseudo-steady-state analysis with a moving boundary

Section titled “11.1 Pseudo-steady-state analysis with a moving boundary”

Let L(t)L(t) be the distance from a falling pure-liquid surface to a fixed swept tube mouth. The surface equilibrium composition and the mouth composition remain constant. The gas adjusts over L2/DL^2/D while the liquid retreats much more slowly, so approximate the gas profile as steady at each instantaneous length. Liquid molar density is cL=ρL/MAc_L=\rho_L/M_A, with ρL\rho_L a mass density, not a molar density.

cLdLdt=cDABΛL,Λ=ln⁡1−yA21−yA1∫0tdt=cLcDABΛ∫L0LfL dLt=cL(Lf2−L02)2cDABΛ\begin{gathered} c_L\frac{dL}{dt}=\frac{cD_{AB}\Lambda}{L},\quad \Lambda=\ln\frac{1-y_{A2}}{1-y_{A1}}\\ \int_0^t dt=\frac{c_L}{cD_{AB}\Lambda}\int_{L_0}^{L_f}L\,dL\\ t=\frac{c_L(L_f^2-L_0^2)}{2cD_{AB}\Lambda} \end{gathered}(11)

Since

Λ=yA1−yA2yBM,\Lambda=\frac{y_{A1}-y_{A2}}{y_{BM}},

this also reproduces the source’s log-mean form. Only LL changes during integration. Plotting L2L^2 against time is the Stefan-tube method of estimating diffusivity. Its slope is 2cDΛ/cL2cD\Lambda/c_L. Maintaining temperature, a dry mouth and negligible convection is necessary.

A Stefan tube with a liquid surface below a dry swept mouth. Vapour moves upwards through air with zero net air flux.
Figure 2: A Stefan tube with a liquid surface below a dry swept mouth. Vapour moves upwards through air with zero net air flux.

Water in the bottom of a narrow metal tube is held at a constant temperature of 293 K. The total pressure of air (assumed dry) is 1.01325×105 Pa1.01325\times10^5\ \mathrm{Pa} and the temperature is 293 K. Water evaporates and diffuses through the air in the tube, and the diffusion path z2−z1z_2-z_1 is 0.1524 m. Calculate the rate of evaporation at steady state in kgmol/(s⋅m2)\mathrm{kgmol/(s\cdot m^2)}. The diffusivity of water vapour at 293 K and 1 atm pressure is 0.250×10−4 m2/s0.250\times10^{-4}\ \mathrm{m^2/s}. Assume that the system is isothermal. The vapour pressure of water at 1 atm and 293 K is 17.535 mmHg.

Additional note: Moving boundaries or pseudo-steady state diffusion. How long would it take for the water level to decrease by 0.1 m?

Solution
Water vapour diffuses through the gas above the liquid to the tube mouth. As the liquid surface falls, the gas diffusion distance increases.
Figure 3: Water vapour diffuses through the gas above the liquid to the tube mouth. As the liquid surface falls, the gas diffusion distance increases.

The evaporation path is the gas space between the water surface and the tube mouth, as shown in Figure 2. Water vapour moves upwards. Air has zero net flux across the liquid interface.

Data

QuantityValue
Initial gas diffusion lengthL0=0.1524 mL_0=0.1524\ \mathrm m
TemperatureT=293 KT=293\ \mathrm K
PressureP=101325 PaP=101325\ \mathrm{Pa}
DiffusivityDAB=2.50×10−5 m2 s−1D_{AB}=2.50\times10^{-5}\ \mathrm{m^2\,s^{-1}}
Surface vapour pressurepA,s=17.535 mmHgp_{A,s}=17.535\ \mathrm{mmHg}
Liquid density for the moving-boundary calculationρL=1000 kg m−3\rho_L=1000\ \mathrm{kg\,m^{-3}}
Water molar massMA=18 kg kmol−1M_A=18\ \mathrm{kg\,kmol^{-1}}
Final gas diffusion lengthLf=0.1524+0.1000=0.2524 mL_f=0.1524+0.1000=0.2524\ \mathrm m

The source unit kgmol is equivalent to kmol. Liquid density and molar mass are supplementary inputs needed to convert liquid-depth loss to an amount evaporated.

Assumptions

  • Unidirectional diffusion through the gas space.
  • Steady gas profile for the initial flux calculation.
  • Pseudo-steady gas profile as the liquid surface recedes.
  • Ideal gas behaviour.
  • Constant temperature, pressure and diffusivity.
  • Vapour-liquid equilibrium at the water surface.
  • Zero net air flux through the liquid surface.
  • Negligible natural convection.

Calculations

At the liquid surface, equilibrium fixes the vapour partial pressure. At the mouth, the dry air gives pA2=0p_{A2}=0. Converting the surface vapour pressure to Pa gives

pA1=17.535760(101325)=2337.8 Pap_{A1}=\frac{17.535}{760}(101325)=2337.8\ \mathrm{Pa}

The surface mole fraction and total gas concentration are

yA1=pA1P=2337.8101325=0.0230724y_{A1}=\frac{p_{A1}}P=\frac{2337.8}{101325}=0.0230724c=PRuT=1013258314(293)=0.0415948 kmol m−3c=\frac{P}{R_uT}=\frac{101325}{8314(293)}=0.0415948\ \mathrm{kmol\,m^{-3}}

Because air has zero net flux, the appropriate governing relation is the stagnant-carrier result, Eq. 9,

NA=cDABL0ln⁡1−yA21−yA1N_A=\frac{cD_{AB}}{L_0}\ln\frac{1-y_{A2}}{1-y_{A1}}

Substituting the boundary fractions and the initial gas length gives

NA=0.0415948(2.50×10−5)0.1524ln⁡11−0.0230724=1.593×10−7 kmol m−2 s−1N_A=\frac{0.0415948(2.50\times10^{-5})}{0.1524} \ln\frac{1}{1-0.0230724} =1.593\times10^{-7}\ \mathrm{kmol\,m^{-2}\,s^{-1}}(12)

Multiplying by molar mass converts the molar flux to mass flux,

nA=MANA=18(1.593×10−7)=2.867×10−6 kg m−2 s−1n_A=M_AN_A=18(1.593\times10^{-7})=2.867\times10^{-6}\ \mathrm{kg\,m^{-2}\,s^{-1}}

The initial rate is about 0.248 kg m−20.248\ \mathrm{kg\,m^{-2}} per day. The stagnant-carrier flux is only 1.17 percent above the equimolar estimate because the water vapour is dilute.

For the falling liquid level, the gas length increases and the evaporation flux decreases. Define the constant logarithmic driving force,

Λ=ln⁡1−yA21−yA1=ln⁡11−0.0230724=0.0233427\Lambda=\ln\frac{1-y_{A2}}{1-y_{A1}}=\ln\frac{1}{1-0.0230724}=0.0233427

The liquid molar density is

cL=ρLMA=100018=55.5556 kmol m−3c_L=\frac{\rho_L}{M_A}=\frac{1000}{18}=55.5556\ \mathrm{kmol\,m^{-3}}

A decrease in liquid depth dLdL removes cLdLc_LdL kmol per unit tube area. Equating that loss to the instantaneous evaporation flux gives

cLdLdt=cDABΛLc_L\frac{dL}{dt}=\frac{cD_{AB}\Lambda}{L}

Separating variables and integrating between the initial and final levels gives the moving-boundary relation, Eq. 11,

t=cL(Lf2−L02)2cDABΛt=\frac{c_L(L_f^2-L_0^2)}{2cD_{AB}\Lambda}

Substitute the consistent kmol-based concentrations,

t=55.5556(0.25242−0.15242)2(0.0415948)(2.50×10−5)(0.0233427)=4.632×107 s=536 dayst=\frac{55.5556(0.2524^2-0.1524^2)} {2(0.0415948)(2.50\times10^{-5})(0.0233427)} =4.632\times10^7\ \mathrm s=536\ \mathrm{days}(13)

As a check, removing 0.1 m0.1\ \mathrm m of water requires 5.556 kmol m−25.556\ \mathrm{kmol\,m^{-2}}. Even if the initial flux stayed constant, evaporation would take

5.5561.593×10−7=3.49×107 s.\frac{5.556}{1.593\times10^{-7}}=3.49\times10^7\ \mathrm s.

The falling level lengthens the diffusion path, so the calculated time must be greater than that lower bound.

The gas diffusion time is L02/DAB≃929 sL_0^2/D_{AB}\simeq929\ \mathrm s, much shorter than the liquid retreat time. This supports the pseudo-steady approximation. Maintaining the stipulated isothermal, convection-free conditions for 536 days would be difficult in an experiment.

Answer

The initial evaporation flux is NA=1.59×10−7 kgmol m−2 s−1N_A=1.59\times10^{-7}\ \mathrm{kgmol\,m^{-2}\,s^{-1}}, directed towards the tube mouth. The corresponding mass flux is 2.87×10−6 kg m−2 s−12.87\times10^{-6}\ \mathrm{kg\,m^{-2}\,s^{-1}}.

Under the pseudo-steady moving-boundary model, the water level takes 4.63×107 s4.63\times10^7\ \mathrm s, or about 536 days, to fall by 0.1 m0.1\ \mathrm m.

Calculate the rate of diffusion of butanol at 20 °C20\ \degree\mathrm{C} under unidirectional steady state conditions through a 0.1 cm thick film of water when the concentrations of butanol at the opposite sides of the film are, 10% and 4% butanol by weight, respectively.

DABD_{AB} (butanol in water solution)=5.9×10−6 cm2/s5.9\times10^{-6}\ \mathrm{cm^2/s}. The densities of 10% and 4% butanol solutions at 20 °C20\ \degree\mathrm{C} may be taken as 0.971 and 0.992 g/cc, respectively. Molecular weight of Butanol is 74, and that of water is 18.

Solution

Data

QuantityValue
Film thicknessL=0.1 cmL=0.1\ \mathrm{cm}
DiffusivityDAB=5.9×10−6 cm2 s−1D_{AB}=5.9\times10^{-6}\ \mathrm{cm^2\,s^{-1}}
Butanol mass fraction at side 1wA1=0.10w_{A1}=0.10
Density at side 1ρ1=0.971 g cm−3\rho_1=0.971\ \mathrm{g\,cm^{-3}}
Butanol mass fraction at side 2wA2=0.04w_{A2}=0.04
Density at side 2ρ2=0.992 g cm−3\rho_2=0.992\ \mathrm{g\,cm^{-3}}
Butanol molar massMA=74 g mol−1M_A=74\ \mathrm{g\,mol^{-1}}
Water molar massMB=18 g mol−1M_B=18\ \mathrm{g\,mol^{-1}}

Assumptions

  • Steady state.
  • Unidirectional diffusion across the film.
  • Isothermal conditions at 20 °C20\ \degree\mathrm{C}.
  • No chemical reaction.
  • Zero net water flux.
  • Constant diffusivity.
  • Total molar concentration approximated by its arithmetic mean across the film.

Calculations

Let A be butanol and B be water, with positive flux from the 10 percent side to the 4 percent side. The stagnant-water model uses mole fractions, so first convert the supplied mass fractions. On a 100 g100\ \mathrm g basis, side 1 contains 10/7410/74 mol butanol and 90/1890/18 mol water. Hence

xA1=10741074+9018=0.0263158x_{A1}=\frac{\frac{10}{74}}{\frac{10}{74}+\frac{90}{18}}=0.0263158

For side 2, the same conversion gives

xA2=474474+9618=0.0100334x_{A2}=\frac{\frac{4}{74}}{\frac{4}{74}+\frac{96}{18}}=0.0100334

The total molar concentration equals the total moles divided by the solution volume. Since a 100 g100\ \mathrm g sample occupies 100/ρi cm3100/\rho_i\ \mathrm{cm^3},

c1=1074+90181000.971=0.0498622 mol cm−3c_1=\frac{\frac{10}{74}+\frac{90}{18}}{\frac{100}{0.971}}=0.0498622\ \mathrm{mol\,cm^{-3}}c2=474+96181000.992=0.0534429 mol cm−3c_2=\frac{\frac{4}{74}+\frac{96}{18}}{\frac{100}{0.992}}=0.0534429\ \mathrm{mol\,cm^{-3}}

Their arithmetic mean is

c‾=c1+c22=0.0498622+0.05344292=0.0516525 mol cm−3\overline c=\frac{c_1+c_2}{2}=\frac{0.0498622+0.0534429}{2}=0.0516525\ \mathrm{mol\,cm^{-3}}(14)

The total molar concentration changes by about 7 percent across the film. Treating it as uniform is an approximation for this liquid mixture. Constant temperature and pressure alone do not make a liquid’s molar concentration constant.

With zero net water flux, the governing total-flux relation is

NA=−c‾DAB1−xAdxAdzN_A=-\frac{\overline cD_{AB}}{1-x_A}\frac{dx_A}{dz}

Integrating over the film gives the liquid version of Eq. 9,

NA=c‾DABLln⁡1−xA21−xA1N_A=\frac{\overline cD_{AB}}{L}\ln\frac{1-x_{A2}}{1-x_{A1}}

Substituting in centimetre and mol units gives

NA=0.0516525(5.9×10−6)0.1ln⁡1−0.01003341−0.0263158=5.054×10−8 mol cm−2 s−1=5.054×10−7 kmol m−2 s−1\begin{aligned} N_A&=\frac{0.0516525(5.9\times10^{-6})}{0.1} \ln\frac{1-0.0100334}{1-0.0263158}\\ &=5.054\times10^{-8}\ \mathrm{mol\,cm^{-2}\,s^{-1}}\\ &=5.054\times10^{-7}\ \mathrm{kmol\,m^{-2}\,s^{-1}} \end{aligned}(15)

The mass flux follows by multiplying by the molar mass of butanol,

nA=MANA=74(5.054×10−8)=3.740×10−6 g cm−2 s−1n_A=M_AN_A=74(5.054\times10^{-8})=3.740\times10^{-6}\ \mathrm{g\,cm^{-2}\,s^{-1}}

As a check, neglecting the stagnant-water correction gives

NA,eq=c‾DAB(xA1−xA2)L=4.962×10−8 mol cm−2 s−1.N_{A,\mathrm{eq}}=\frac{\overline cD_{AB}(x_{A1}-x_{A2})}{L}=4.962\times10^{-8}\ \mathrm{mol\,cm^{-2}\,s^{-1}}.

The full result is 1.85 percent larger, consistent with dilute butanol.

The flux is about 3.23 kg m−23.23\ \mathrm{kg\,m^{-2}} per day. Comparing it with the water-evaporation example requires the concentration difference and film thickness as well as the diffusivity.

Answer

Butanol diffuses from the 10 percent side to the 4 percent side at NA=5.05×10−7 kmol m−2 s−1N_A=5.05\times10^{-7}\ \mathrm{kmol\,m^{-2}\,s^{-1}}, equivalent to a mass flux of 3.74×10−5 kg m−2 s−13.74\times10^{-5}\ \mathrm{kg\,m^{-2}\,s^{-1}}.

14 Steady-state mass transport: shell balance approach

Section titled “14 Steady-state mass transport: shell balance approach”

14.1 Species balance and homogeneous reaction

Section titled “14.1 Species balance and homogeneous reaction”

At steady state, species inflow minus outflow plus generation is zero. Total NAN_A already includes convection and diffusion. For a plane shell of area As=ΔxΔyA_s=\Delta x\Delta y and thickness Δz\Delta z,

As[NA(z)−NA(z+Δz)]+AsΔzRA=0dNAdz=RA\begin{gathered} A_s\left[N_A(z)-N_A(z+\Delta z)\right]+A_s\Delta z R_A=0\\ \frac{dN_A}{dz}=R_A \end{gathered}(16)

RAR_A is net production in kmol m−3 s−1\mathrm{kmol\,m^{-3}\,s^{-1}}, negative for consumption. A homogeneous nnth-order rate may be written RA=±kn′′′cAnR_A=\pm k_n'''c_A^n, with kn′′′k_n''' units (kmol m−3)1−n s−1\mathrm{(kmol\,m^{-3})^{1-n}\,s^{-1}}. Multiplying by volume produces kmol s⁻¹, while multiplying NAN_A by face area produces the same units. A heterogeneous reaction acts at a boundary, so it sets a surface-flux condition instead of a volumetric source. A porous catalyst can distribute internal reacting area throughout its modelled volume, requiring an effective volumetric rate and diffusivity.

Use the equilibrium relation appropriate to the example, such as Raoult’s law pA=xA,LpAsatp_A=x_{A,L}p_A^{\mathrm{sat}} or Henry’s law pA=HxA,Lp_A=H x_{A,L}, with HH in Pa for this convention. An impermeable face has NA=0N_A=0; a reacting face has a flux condition from its stoichiometry.

15 Case study 1: diffusion through stagnant gas film

Section titled “15 Case study 1: diffusion through stagnant gas film”

Consider the same straight tube at an instant, with interface z1z_1 and mouth z2z_2. B cannot cross the liquid surface; steadiness without reaction then requires NB=0N_B=0 throughout. A’s balance is Eq. 16 with RA=0R_A=0, so dNA/dz=0dN_A/dz=0. Every mole leaving the liquid reaches the mouth. Substitute Eq. 7:

NA=−cDAB1−yAdyAdzddz[cDAB1−yAdyAdz]=0\begin{gathered} N_A=-\frac{cD_{AB}}{1-y_A}\frac{dy_A}{dz}\\ \frac{d}{dz}\left[\frac{cD_{AB}}{1-y_A}\frac{dy_A}{dz}\right]=0 \end{gathered}(17)

The isothermal isobaric gas has constant cc, and constant diffusivity is assumed. Remove these constants before integrating. If properties vary strongly they must stay inside the derivative.

15.2 Two integrations and boundary conditions

Section titled “15.2 Two integrations and boundary conditions”

Integrating Eq. 17 once and then again gives

11−yAdyAdz=C1−ln⁡(1−yA)=C1z+C2\begin{gathered} \frac{1}{1-y_A}\frac{dy_A}{dz}=C_1\\ -\ln(1-y_A)=C_1z+C_2 \end{gathered}(18)

C1C_1 has units m−1\mathrm{m^{-1}} and C2C_2 is dimensionless. At z1z_1 and z2z_2, impose yA1y_{A1} and yA2y_{A2}. Subtraction yields

Λ=ln⁡1−yA21−yA1L=z2−z1C1=−ΛLC2=−ln⁡(1−yA1)−C1z1\begin{gathered} \Lambda=\ln\frac{1-y_{A2}}{1-y_{A1}}\\ L=z_2-z_1\\ C_1=-\frac{\Lambda}{L}\\ C_2=-\ln(1-y_{A1})-C_1z_1 \end{gathered}(19)

Write the profile using a dimensionless distance measured from the liquid surface:

η=z−z1L1−yA=(1−yA1)(1−yA21−yA1)ηNA=−cDABC1=cDABLΛ\begin{gathered} \eta=\frac{z-z_1}{L}\\ 1-y_A=(1-y_{A1})\left(\frac{1-y_{A2}}{1-y_{A1}}\right)^\eta\\ N_A=-cD_{AB}C_1=\frac{cD_{AB}}{L}\Lambda \end{gathered}(20)

The endpoints give the specified values, and differentiating the profile reproduces Eq. 9 at every position. This is the benefit of shell balance: the profile is now known, rather than only a resistance formula. Dilute A makes it approximately linear.

16 Case study 2: steady-state diffusion from a suspended droplet

Section titled “16 Case study 2: steady-state diffusion from a suspended droplet”

Take a spherical liquid droplet of radius aa surrounded by a gas film ending at radius bb. Radial coordinate rr points outward. Assume quasi-steady spherical symmetry, constant cc and DD, no reaction or external flow, interface gas fraction yA1y_{A1} and outer fraction yA2y_{A2}, and insoluble B. At a pure-liquid interface Raoult’s law sets the surface vapour fraction at the droplet temperature. A shrinking droplet is only instantaneously steady; neglect thermal cooling or include it in a coupled model.

Spherical diffusion from a liquid droplet of radius a to the outer edge of a gas film at radius b.
Figure 4: Spherical diffusion from a liquid droplet of radius a to the outer edge of a gas film at radius b.

A shell has different inner and outer areas. Conservation gives

4π[r2NA(r)−(r+Δr)2NA(r+Δr)]=0ddr(r2NA)=0,r2NA=CNNA=−cDAB1−yAdyAdr\begin{gathered} 4\pi\left[r^2N_A(r)-(r+\Delta r)^2N_A(r+\Delta r)\right]=0\\ \frac{d}{dr}(r^2N_A)=0,\qquad r^2N_A=C_N\\ N_A=-\frac{cD_{AB}}{1-y_A}\frac{dy_A}{dr} \end{gathered}(21)

Thus the flux falls as 1/r21/r^2 while total molar rate stays fixed. Substituting and integrating gives

r21−yAdyAdr=C1−ln⁡(1−yA)=−C1r+C2C1=Λ1b−1aC2=−ln⁡(1−yA1)+C1a\begin{gathered} \frac{r^2}{1-y_A}\frac{dy_A}{dr}=C_1\\ -\ln(1-y_A)=-\frac{C_1}{r}+C_2\\ C_1=\frac{\Lambda}{\frac{1}{b}-\frac{1}{a}}\\ C_2=-\ln(1-y_{A1})+\frac{C_1}{a} \end{gathered}(22)

Here C1C_1 has units m, unlike the plane integration constant. Subtract the surface equation to avoid dimensioned exponents:

ln⁡1−yA(r)1−yA1=Λ1a−1r1a−1bNA(a)=cDABΛa2(1a−1b)n˙A=4πa2NA(a)=4πcDABΛ1a−1b\begin{gathered} \ln\frac{1-y_A(r)}{1-y_{A1}} =\Lambda\frac{\frac{1}{a}-\frac{1}{r}}{\frac{1}{a}-\frac{1}{b}}\\ N_A(a)=\frac{cD_{AB}\Lambda}{a^2\left(\frac{1}{a}-\frac{1}{b}\right)}\\ \dot n_A=4\pi a^2N_A(a)=\frac{4\pi cD_{AB}\Lambda}{\frac{1}{a}-\frac{1}{b}} \end{gathered}(23)

n˙A\dot n_A is a total molar rate in kmol s⁻¹; nin_i earlier was a mass flux, so the overdot and A label matter. The source calls this rate WAW_A. Both boundary fractions are recovered by Eq. 23. For b→∞b\to\infty, NA(a)=cDΛ/aN_A(a)=cD\Lambda/a and n˙A=4πacDΛ\dot n_A=4\pi acD\Lambda.

Large Sh means a steep interfacial concentration gradient relative to the reference gradient across LL. Values of order one mean that reference diffusion scale is comparable. A stagnant sphere gives Sh two with diameter as LL, as derived below, rather than a universal value of one. For kc=0.01 m s−1k_c=0.01\ \mathrm{m\,s^{-1}}, L=0.02 mL=0.02\ \mathrm m and DAB=2×10−5 m2 s−1D_{AB}=2\times10^{-5}\ \mathrm{m^2\,s^{-1}}, Sh=10\mathrm{Sh}=10. Using radius instead halves it; use the length required by the correlation. For a local coefficient use the matching local length; for a surface average use the average coefficient and the specified overall length. The convective topic derives these local and average forms.

For dilute A, Λ≃yA1−yA2\Lambda\simeq y_{A1}-y_{A2}. Compare the surface flux with NA=kc(cA1−cA2)N_A=k_c(c_{A1}-c_{A2}) to obtain

kc=DABa,dp=2aSh=kcdpDAB=2\begin{gathered} k_c=\frac{D_{AB}}{a},\quad d_p=2a\\ \mathrm{Sh}=\frac{k_cd_p}{D_{AB}}=2 \end{gathered}(24)

The leading two in sphere correlations is this diffusion limit, analogous to the heat-transfer Nu=2\mathrm{Nu}=2 limit. At concentrated A, Stefan flow increases the coefficient based on the simple concentration difference, so Sh equals two only for the stated dilute limit. Combining n˙A\dot n_A with the liquid balance

−(ρLMA)4πa2 dadt=n˙A-\left(\frac{\rho_L}{M_A}\right)4\pi a^2\,\frac{da}{dt}=\dot n_A

gives

d(a2)dt=−2MAcDΛρL\frac{d(a^2)}{dt}=-\frac{2M_AcD\Lambda}{\rho_L}

in the infinite-film constant-property approximation. Diameter squared then decreases linearly. Real droplets can cool, encounter flow or change properties; those effects change the model. For a flowing gas, a suitable mass-transfer correlation accounts for the changed concentration field.

In steady spherically symmetric diffusion with no volumetric reaction, which quantity stays constant as radius increases?

  • 4πr2NAr4\pi r^2N_{Ar}, the total molar rate. ✓
  • NArN_{Ar}, the local flux.
  • rNArrN_{Ar} in every spherical problem.
  • The concentration cAc_A.
Explanation

The same molar rate crosses every sphere surrounding the droplet:

n˙A=4πr2NAr=constant\dot n_A=4\pi r^2N_{Ar}=\text{constant}

Thus,

NAr=n˙A4πr2N_{Ar}=\frac{\dot n_A}{4\pi r^2}

The area increases with the square of radius, so the local flux decreases as the inverse square. The total rate stays constant.

Compare equimolar diffusion and a stagnant carrier

Section titled “Compare equimolar diffusion and a stagnant carrier”

A binary ideal gas is at 300 K and 100 kPa. Across a 5.0 mm plane film, the mole fraction of A falls from 0.30 to zero. Use DAB=2.0×10−5D_{AB}=2.0\times10^{-5} m² s⁻¹ and R=8.314R=8.314 J mol⁻¹ K⁻¹. Compare the steady molar flux of A for equimolar counter-diffusion and for zero net flux of B. Take positive flux from the high-A face to the low-A face. Explain the difference and determine the flux ratio if the high-face mole fraction is reduced to 0.010, with all other data unchanged.

Solution

Data

QuantityValue
TemperatureT=300 KT=300\ \mathrm K
PressureP=100000 PaP=100000\ \mathrm{Pa}
Film thicknessL=0.0050 mL=0.0050\ \mathrm m
DiffusivityDAB=2.0×10−5 m2 s−1D_{AB}=2.0\times10^{-5}\ \mathrm{m^2\,s^{-1}}
Gas constantR=8.314 J mol−1 K−1R=8.314\ \mathrm{J\,mol^{-1}\,K^{-1}}
Side 1 mole fraction in the first comparisonyA1=0.30y_{A1}=0.30
Side 2 mole fractionyA2=0y_{A2}=0
Side 1 mole fraction in the second comparisonyA1=0.010y_{A1}=0.010

Assumptions

  • Steady state.
  • One-dimensional diffusion across a plane film.
  • Ideal gas behaviour.
  • Constant temperature, pressure and diffusivity.
  • No reaction in the film.

Calculations

Positive flux points from the high-A face towards the low-A face. The total concentration is

c=PRT=1000008.314(300)=40.09 mol m−3c=\frac{P}{RT}=\frac{100000}{8.314(300)}=40.09\ \mathrm{mol\,m^{-3}}

For equimolar counter-diffusion, NA+NB=0N_A+N_B=0. As in Eq. 8, the bulk contribution vanishes and the governing relation is

NA=−cDABdyAdz.N_A=-cD_{AB}\frac{dy_A}{dz}.

Integrating between the film faces gives

NA,eq=cDABL(yA1−yA2)=40.09(2.0×10−5)0.0050(0.30−0)=0.04811 mol m−2 s−1\begin{aligned} N_{A,\mathrm{eq}}&=\frac{cD_{AB}}L(y_{A1}-y_{A2})\\ &=\frac{40.09(2.0\times10^{-5})}{0.0050}(0.30-0)\\ &=0.04811\ \mathrm{mol\,m^{-2}\,s^{-1}} \end{aligned}

For zero net flux of B, the total flux satisfies

NA=−cDAB1−yAdyAdz.N_A=-\frac{cD_{AB}}{1-y_A}\frac{dy_A}{dz}.

Integrating this relation gives

NA,stag=cDABLln⁡1−yA21−yA1=40.09(2.0×10−5)0.0050ln⁡10.70=0.05720 mol m−2 s−1\begin{aligned} N_{A,\mathrm{stag}}&=\frac{cD_{AB}}L\ln\frac{1-y_{A2}}{1-y_{A1}}\\ &=\frac{40.09(2.0\times10^{-5})}{0.0050}\ln\frac{1}{0.70}\\ &=0.05720\ \mathrm{mol\,m^{-2}\,s^{-1}} \end{aligned}

A enters the film without a compensating net flux of B, producing molar flow in A’s direction. That bulk flow transports additional A. B still diffuses towards the high-A side, but its bulk contribution cancels its diffusion.

With yA2=0y_{A2}=0, dividing the two fluxes gives

NA,stagNA,eq=−ln⁡(1−yA1)yA1\frac{N_{A,\mathrm{stag}}}{N_{A,\mathrm{eq}}} =\frac{-\ln(1-y_{A1})}{y_{A1}}

The common concentration, diffusivity and film thickness cancel. The ratios at the two supplied compositions are

[NA,stagNA,eq]yA1=0.30=−ln⁡(0.70)0.30=1.189\left[\frac{N_{A,\mathrm{stag}}}{N_{A,\mathrm{eq}}}\right]_{y_{A1}=0.30} =\frac{-\ln(0.70)}{0.30}=1.189[NA,stagNA,eq]yA1=0.010=−ln⁡(0.990)0.010=1.0050\left[\frac{N_{A,\mathrm{stag}}}{N_{A,\mathrm{eq}}}\right]_{y_{A1}=0.010} =\frac{-\ln(0.990)}{0.010}=1.0050

As a dilute-limit check,

−ln⁡(1−y)=y+y22+⋯ ,-\ln(1-y)=y+\frac{y^2}{2}+\cdots,

so the ratio approaches one as y→0y\to0. The two models then give nearly the same flux.

Answer

At yA1=0.30y_{A1}=0.30, the equimolar flux is 0.0481 mol m−2 s−10.0481\ \mathrm{mol\,m^{-2}\,s^{-1}} and the stagnant-carrier flux is 0.0572 mol m−2 s−10.0572\ \mathrm{mol\,m^{-2}\,s^{-1}}. The latter is 18.9 percent larger. At yA1=0.010y_{A1}=0.010, their ratio falls to 1.005.

18 What you should now be able to calculate

Section titled “18 What you should now be able to calculate”

Convert concentration and flux bases, distinguish equimolar from stagnant-carrier diffusion, and calculate plane or radial rates and slow interface motion.

Practice: Workshop 8 for evaporation and shrinking droplets.

Email Ranjeet Utikar with the title Fundamentals of mass diffusion, the URL /mass-transport/diffusion-fundamentals/, and the equation or passage to check.

Bird, R. Byron, Warren E. Stewart, and Edwin N. Lightfoot. 2006. Transport Phenomena. Revised 2nd. John Wiley & Sons. https://www.wiley-vch.de/en/areas-interest/engineering/transport-phenomena-978-0-470-11539-8.
Geankoplis, Christie J. 2003. Transport Processes and Separation Process Principles. 4th ed. Prentice Hall.
Shah, Milinkumar. n.d. “CHEN3001-TP: Mass Transport 1.” Curtin University. Unpublished.
Welty, James R., Charles E. Wicks, Robert E. Wilson, and Gregory L. Rorrer. 2001. Fundamentals of Momentum, Heat, and Mass Transfer. 4th ed. John Wiley & Sons.