Langmuir adsorption model
Encyclopedia
The Langmuir adsorption model is the most common model used to quantify the amount of adsorbate adsorbed
on an adsorbent as a function of partial pressure
or concentration at a given temperature. It considers adsorption of an ideal gas onto an idealized surface. The gas is presumed to bind at a series of distinct sites on the surface of the solid as indicated in Figure 1, and the adsorption process was treated as a reaction where a gas molecule reacts with an empty site, S, to yield an adsorbed complex
are valid specifically for the simplest case: the adsorption of a single adsorbate onto a series of equivalent sites on the surface of the solid.
provides a kinetic derivation for a single adsorbate case. The multiple adsorbate case is covered in the Competitive adsorption sub-section.
The model assumes adsorption and desorption
as being elementary processes, where the rate of adsorption rad and the rate of desorption rd are given by:
where PA is the partial pressure of A over the surface, [S] is the concentration of bare sites in number/m², [Aad] is the surface concentration of A in molecules/m², and kad and kd are constants.
At equilibrium, the rate of adsorption equals the rate of desorption. Setting rad=rd and rearranging, we obtain:
The concentration of all sites [S0] is the sum of the concentration of free sites [S] and of occupied sites:
Combining this with the equilibrium equation, we get:
We define now the fraction of the surface sites covered with A, θA, as:
This, applied to the previous equation that combined site balance and equilibriem, yields the Langmuir adsorption isotherm:
was originally provided by Volmer and Mahnert in 1925.
The partition function
of the finite number of adsorbents adsorbed on a surface, in a canonical ensemble
is given by
where is the partition function of a single adsorbed molecule, are the number of sites available for adsorption. Hence, N, which is the number of molecules that can be adsorbed, can be less or equal to Ns. The first term of Z(n) accounts the total partition function of the different molecules by taking a product of the individual partition functions (Refer to Partition function of subsystems). The latter term accounts for the overcounting arising due to the indistinguishable nature of the adsorption sites. The grand canonical partition function is given by
As it has the form of binomial series
, the summation is reduced to
where
The Landau free energy, which is generalized Helmholtz free energy
is given by
According to the Maxwell relations
regarding the change of the Helmholtz free energy with respect to the chemical potential,
which gives
Now, invoking the condition that the system is in equilibrium, the chemical potential of the adsorbates is equal to that of the gas surroundings the absorbent.
where N3D is the number of gas molecules, Z3D is the partition function of the gas molecules and Ag=-kBT ln Zg. Further, we get
Adsorption
Adsorption is the adhesion of atoms, ions, biomolecules or molecules of gas, liquid, or dissolved solids to a surface. This process creates a film of the adsorbate on the surface of the adsorbent. It differs from absorption, in which a fluid permeates or is dissolved by a liquid or solid...
on an adsorbent as a function of partial pressure
Partial pressure
In a mixture of ideal gases, each gas has a partial pressure which is the pressure which the gas would have if it alone occupied the volume. The total pressure of a gas mixture is the sum of the partial pressures of each individual gas in the mixture....
or concentration at a given temperature. It considers adsorption of an ideal gas onto an idealized surface. The gas is presumed to bind at a series of distinct sites on the surface of the solid as indicated in Figure 1, and the adsorption process was treated as a reaction where a gas molecule reacts with an empty site, S, to yield an adsorbed complex
Basic assumptions of the model
Inherent within this model, the following assumptionsare valid specifically for the simplest case: the adsorption of a single adsorbate onto a series of equivalent sites on the surface of the solid.
- The surface containing the adsorbing sites is perfectly flat plane with no corrugations (assume the surface is homogeneous) .
- The adsorbing gas adsorbs into an immobile state.
- All sites are equivalent.
- Each site can hold at most one molecule of A (mono-layer coverage only).
- There are no interactions between adsorbate molecules on adjacent sites.
Kinetic Derivation
This sectionprovides a kinetic derivation for a single adsorbate case. The multiple adsorbate case is covered in the Competitive adsorption sub-section.
The model assumes adsorption and desorption
Desorption
Desorption is a phenomenon whereby a substance is released from or through a surface. The process is the opposite of sorption . This occurs in a system being in the state of sorption equilibrium between bulk phase and an adsorbing surface...
as being elementary processes, where the rate of adsorption rad and the rate of desorption rd are given by:
where PA is the partial pressure of A over the surface, [S] is the concentration of bare sites in number/m², [Aad] is the surface concentration of A in molecules/m², and kad and kd are constants.
At equilibrium, the rate of adsorption equals the rate of desorption. Setting rad=rd and rearranging, we obtain:
The concentration of all sites [S0] is the sum of the concentration of free sites [S] and of occupied sites:
Combining this with the equilibrium equation, we get:
We define now the fraction of the surface sites covered with A, θA, as:
This, applied to the previous equation that combined site balance and equilibriem, yields the Langmuir adsorption isotherm:
Statistical Mechanical Derivation
This derivationwas originally provided by Volmer and Mahnert in 1925.
The partition function
Partition function (statistical mechanics)
Partition functions describe the statistical properties of a system in thermodynamic equilibrium. It is a function of temperature and other parameters, such as the volume enclosing a gas...
of the finite number of adsorbents adsorbed on a surface, in a canonical ensemble
Canonical ensemble
The canonical ensemble in statistical mechanics is a statistical ensemble representing a probability distribution of microscopic states of the system...
is given by
where is the partition function of a single adsorbed molecule, are the number of sites available for adsorption. Hence, N, which is the number of molecules that can be adsorbed, can be less or equal to Ns. The first term of Z(n) accounts the total partition function of the different molecules by taking a product of the individual partition functions (Refer to Partition function of subsystems). The latter term accounts for the overcounting arising due to the indistinguishable nature of the adsorption sites. The grand canonical partition function is given by
As it has the form of binomial series
Binomial theorem
In elementary algebra, the binomial theorem describes the algebraic expansion of powers of a binomial. According to the theorem, it is possible to expand the power n into a sum involving terms of the form axbyc, where the exponents b and c are nonnegative integers with , and the coefficient a of...
, the summation is reduced to
where
The Landau free energy, which is generalized Helmholtz free energy
Helmholtz free energy
In thermodynamics, the Helmholtz free energy is a thermodynamic potential that measures the “useful” work obtainable from a closed thermodynamic system at a constant temperature and volume...
is given by
According to the Maxwell relations
Maxwell relations
Maxwell's relations are a set of equations in thermodynamics which are derivable from the definitions of the thermodynamic potentials. The Maxwell relations are statements of equality among the second derivatives of the thermodynamic potentials. They follow directly from the fact that the order of...
regarding the change of the Helmholtz free energy with respect to the chemical potential,
which gives
Now, invoking the condition that the system is in equilibrium, the chemical potential of the adsorbates is equal to that of the gas surroundings the absorbent.
where N3D is the number of gas molecules, Z3D is the partition function of the gas molecules and Ag=-kBT ln Zg. Further, we get
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where
Finally , we have
It is plotted in the figure alongside demonstrating the surface coverage increases quite rapidly with the partial pressure of the adsorbants but levels off after P reaches P0.
Competitive Adsorption
The previous derivations assumes that there is only one species, A, adsorbing onto the surface. This section considers the case when there are two distinct adsorbates present in the system.Consider two species A and B that compete for the same adsorption sites. The following assumptions are applied here:
- All the sites are equivalent.
- Each site can hold at most one molecule of A or one molecule of B, but not both.
- There are no interactions between adsorbate molecules on adjacent sites.
As derived using kinetical considerations, the equilibrium constants for both A and B are given by
and
The site balance states that the concentration of total sites [S0] is equal to the sum of free sites, sites occupied by A and sites occupied by B:
Inserting the equilibrium equations and rearranging in the same way we did for the single-species adsorption, we get similar expressions for both θA and θB:
Dissociative Adsorption
The other case of special importance is when a molecule D2 dissociates into two atoms upon adsorption. Here, the following assumptions would be held to be valid:
- D2 completely dissociates to two molecules of D upon adsorption.
- The D atoms adsorb onto distinct sites on the surface of the solid and then move around and equilibrate.
- All sites are equivalent.
- Each site can hold at most one atom of D.
- There are no interactions between adsorbate molecules on adjacent sites.
Using similar kinetic considerations, we get:
The 1/2 exponent on pD2 arises because one gas phase molecule produces two adsorbed species. Applying the site balance as done above:
Entropic considerations
One of the thermodynamic motivation of molecules adsorbing on the surface is the fact that it leads drastic decrease in the entropy of the molecule as it becomes bound to the surfaces sites on the surface. To find the entropy decrease, we find the entropy of the molecule when in the adsorbed condition.
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Using Stirling's approximationStirling's approximationIn mathematics, Stirling's approximation is an approximation for large factorials. It is named after James Stirling.The formula as typically used in applications is\ln n! = n\ln n - n +O\...
, we have,
On the other hand, the entropy of a molecule of an ideal gas is
where is the Thermal de Broglie wavelength of the gas molecule.
Disadvantages of the model
The Langmuir adsorption model deviates significantly in many cases, primarily because it fails to account for the surface roughness of the adsorbate. Rough inhomogeneous surfaces have multiple site-types available for adsorption, and some parameters vary from site to site, such as the heat of adsorption.
The model also ignores adsorbate/adsorbate interactions. Experimentally, there is clear evidence for adsorbate/adsorbate interactions in heat of adsorption data. There are two kinds of adsorbate/adsorbate interactions: direct interaction and indirect interaction. Direct interactions are between adjacent adsorbed molecules, which could make adsorbing near another adsorbate molecule more or less favorable and greatly affects high-coverage behavior. In indirect interactions, the adsorbate changes the surface around the adsorbed site, which in turn affects the adsorption of other adsorbate molecules nearby.
Modifications of the Langmuir Adsorption Model
The modifications try to account for the points mentioned in above section like surface roughness, inhomogeneity, and adsorbate-adsorbate interactions.
The Freundlich Adsorption Isotherm
The Freundlich isotherm is the most important multisite adsorption isotherm for rough surfaces.
where αF and CF are fitting parameters. This equation implies that if one makes a log-log plot of adsorption data, the data will fit a straight line. The Freundlich isotherm has two parameters while Langmuir's equations has only one: as a result, it often fits the data on rough surfaces better than the Langmuir's equations.
A related equation is the Toth equation. Rearranging the Langmuir equation, one can obtain:
Toth modified this equation by adding two parameters, αT0 and CT0 as follows:
The Temkin Adsorption Isotherm
This isotherm takes into accounts of indirect adsorbate-adsorbate interactions on adsorption isotherms. Temkin noted experimentally that heats of adsorption would more often decrease than increase with increasing coverage.
The heat of adsorption ΔHad is defined as:
He derived a model assuming that as the surface is loaded up with adsorbate, the heat of adsorption of all the molecules in the layer would decrease linearly with coverage due to adsorbate/adsorbate interactions:
where αT is a fitting parameter. Assuming the Langmuir Adsorption isotherm still applied to the adsorbed layer, is expected to vary with coverage, as follows:
Langmuir's isotherm can be rearranged to this form:
Substituting the expression of the equilibrium constant and taking the natural logarithm:
BET equation
In a groundbreaking paper, Brunauer, Emmett and Teller derived the first isotherm for multilayer adsorption. It assumes a random distribution of sites that are empty or that are covered with by one monolayer, two layers and so on, as illustrated alongside. The main equation of this model is:
where
and [A] is the total concentration of molecules on the surface, given by:
where
in which [A]0 is the number of bare sites, and [A]i is the number of surface sites covered by i molecules.
Adsorption of binary liquid adsorption on solids
This section describes the surface coverage when the adsorbate is in liquid phase and is a binary mixture
For ideal both phases - no lateral interactions, homogeneous surface - the composition of a surface phase for a binary liquid system in contact with solid surface is given by a classic Everett isotherm equation (being a simple analogue of Langmuir equation), where the components are interchangeable (i.e. "1" may be exchanged to "2") without change of eq. form:
where the normal definition of multicomponent system is valid as follows :
By simple rearrangement, we get
This equation describes competition of components "1" and "2".-
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