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Improvements to the enthalpy of adsorption in the theory guide (#144)
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docs/theory/dft/enthalpy_of_adsorption.md

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# Enthalpy of adsorption and the Clausius-Clapeyron relation
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## Enthalpy of adsorption
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The energy balance of a simple adsorption process can be written as
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The energy balance in differential form for a simple adsorption process can be written as
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$$\frac{\mathrm{d}U}{\mathrm{d}t}=\sum_i\dot{n}_ih_i^\mathrm{b}+\dot{Q}$$
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$$\mathrm{d}U=h^\mathrm{in}\delta n^\mathrm{in}-h^\mathrm{b}\delta n^\mathrm{out}+\delta Q$$ (eqn:energy_balance)
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Here the balance is chosen to only include the fluid in the porous medium. The partial molar enthalpy $h_i^\mathrm{b}$ is the enthalpy of the fluid at the point where it enters or leaves the adsorber at which point it can be considered in a bulk state. The component balance is simply
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Here the balance is chosen to only include the fluid in the porous medium. The molar enthalpy $h^\mathrm{b}$ of the (bulk) fluid that leaves the adsorber is at a state that is in equilibrium with the porous medium. In contrast, the incoming stream can be at any condition. Analogously, the component balance is
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$$\frac{\mathrm{d}N_i}{\mathrm{d}t}=\dot{n}_i$$
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$$\mathrm{d}N_i=x_i^\mathrm{in}\delta n^\mathrm{in}-x_i\delta n^\mathrm{out}$$ (eqn:mass_balance)
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and can be used in the energy balance to yield
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The differential of the internal energy can be replaced with the total differential in its variables temperature $T$ and number of particles $N_i$. The volume of the adsorber is fixed and thus not considered as a variable.
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$$\dot{Q}=\frac{\mathrm{d}U}{\mathrm{d}t}-\sum_ih_i^\mathrm{b}\frac{\mathrm{d}N_i}{\mathrm{d}t}$$
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$$\mathrm{d}U=\left(\frac{\partial U}{\partial T}\right)_{N_k}\mathrm{d}T+\sum_i\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}\mathrm{d}N_i$$ (eqn:U_differential)
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or in differential form
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Eqs. {eq}`eqn:energy_balance`, {eq}`eqn:mass_balance` and {eq}`eqn:U_differential` can be combined into an expression for the heat of adsorption $\delta Q$
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$$\delta Q=\mathrm{d}U-\sum_ih_i^\mathrm{b}\mathrm{d}N_i$$
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$$\delta Q=\left(\frac{\partial U}{\partial T}\right)_{N_k}\mathrm{d}T-\left(h^\mathrm{in}-\sum_ix_i^\mathrm{in}\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}\right)\delta n^\mathrm{in}+\left(h^\mathrm{b}-\sum_ix_i\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}\right)\delta n^\mathrm{out}$$
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The expression can be rewritten using the total differential of the internal energy (the volume of the adsorber is fixed and therefore not considered as a variable)
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The heat of adsorption can thus be split into a sensible part that depends on the change in temperature, and a latent part that depends on the change in loading. The expression can be simplified by using the definitions of the isochoric heat capacity $C_v=\left(\frac{\partial U}{\partial T}\right)_{N_k}$ and the **partial molar enthalpy of adsorption**
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$$\delta Q=\left(\frac{\partial U}{\partial T}\right)_{N_k}\mathrm{d}T-\sum_i\left(h_i^\mathrm{b}-\left(\frac{\partial U}{\partial N_i}\right)_T\right)\mathrm{d}N_i$$
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The heat of adsorption $\delta Q$ can thus be split into a sensible part that depends on the change in temperature, and a latent part that depends on the change in loading. The expression can be simplified by using the definitions of the isochoric heat capacity $C_v=\left(\frac{\partial U}{\partial T}\right)_{N_k}$ and the **partial molar enthalpy of adsorption**
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$$\Delta h_i^\mathrm{ads}=h_i^\mathrm{b}-\left(\frac{\partial U}{\partial N_i}\right)_T$$
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$$\Delta h_i^\mathrm{ads}=h_i^\mathrm{b}-\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}$$
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yielding
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$$\delta Q=C_v\mathrm{d}T-\sum_i\Delta h_i^\mathrm{ads}\mathrm{d}N_i$$
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$$\delta Q=C_v\mathrm{d}T-\sum_ix_i^\mathrm{in}\left(h_i^\mathrm{in}-h_i^\mathrm{b}+\Delta h_i^\mathrm{ads}\right)\delta n^\mathrm{in}+\sum_ix_i\Delta h_i^\mathrm{ads}\delta n^\mathrm{out}$$
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If the composition of the bulk phase is fixed, which can be a fair assumption for an adsorption process but is in general not the case for a desorption process, the heat of adsorption simplifies to
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or
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$$\delta Q=C_v\mathrm{d}T-\Delta h^\mathrm{ads}\mathrm{d}N$$
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$$\delta Q=C_v\mathrm{d}T-\sum_ix_i^\mathrm{in}\left(h_i^\mathrm{in}-h_i^\mathrm{b}+\Delta h_i^\mathrm{ads}\right)\delta n^\mathrm{in}+\Delta h^\mathrm{ads}\delta n^\mathrm{out}$$
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with the **enthalpy of adsorption**
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$$\Delta h^\mathrm{ads}=\sum_ix_i\Delta h_i^\mathrm{ads}=h^\mathrm{b}-\sum_ix_i\left(\frac{\partial U}{\partial N_i}\right)_T$$
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$$\Delta h^\mathrm{ads}=\sum_ix_i\Delta h_i^\mathrm{ads}=h^\mathrm{b}-\sum_ix_i\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}$$
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For **pure components** the balance equations simplify to
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$$\delta Q=C_v\mathrm{d}T-\left(h^\mathrm{in}-h^\mathrm{b}\right)\delta n^\mathrm{in}-\Delta h^\mathrm{ads}\mathrm{d}N$$
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## Clausius-Clapeyron relation for porous media
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The Clausius-Clapeyron relation relates the $p-T$ slope of a pure component phase transition line to the corresponding enthalpy of phase change. For a vapor-liquid phase transition, the exact relation is
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Here the directional derivative $\frac{\mathrm{d}\mu_i}{\mathrm{d}T}$ could be replaced with a partial derivative amongst the variables describing the adsorbed fluid. The partial derivative can then be replaced using a Maxwell relation based on the Helmholtz energy $F$ as follows
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$$\left(\frac{\partial\mu_i}{\partial T}\right)_{N_k}=\left(\frac{\partial^2 F}{\partial T\partial N_i}\right)=-\left(\frac{\partial S}{\partial N_i}\right)_T$$
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$$\left(\frac{\partial\mu_i}{\partial T}\right)_{N_k}=\left(\frac{\partial^2 F}{\partial T\partial N_i}\right)=-\left(\frac{\partial S}{\partial N_i}\right)_{T,N_j}$$
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Using the Maxwell relation together with the compressibility factor of the bulk phase $Z^\mathrm{b}=\frac{pv^\mathrm{b}}{RT}$ in eq. {eq}`eqn:clausius_clapeyron_intermediate` results in
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$$\frac{\mathrm{d}\ln p}{\mathrm{d}\frac{1}{RT}}=-\frac{T}{Z^\mathrm{b}}\left(s^\mathrm{b}-\sum_ix_i\left(\frac{\partial S}{\partial N_i}\right)_T\right)$$
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$$\frac{\mathrm{d}\ln p}{\mathrm{d}\frac{1}{RT}}=-\frac{T}{Z^\mathrm{b}}\left(s^\mathrm{b}-\sum_ix_i\left(\frac{\partial S}{\partial N_i}\right)_{T,N_j}\right)$$
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Finally, using $h^\mathrm{b}=Ts^\mathrm{b}+\sum_ix_i\mu_i$ and $\mathrm{d}U=T\mathrm{d}S+\sum_i\mu_i\mathrm{d}N_i$ leads to
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$$\frac{\mathrm{d}\ln p}{\mathrm{d}\frac{1}{RT}}=-\frac{1}{Z^\mathrm{b}}\left(h^\mathrm{b}-\sum_ix_i\left(\frac{\partial U}{\partial N_i}\right)_T\right)=-\frac{\Delta h^\mathrm{ads}}{Z^\mathrm{b}}$$ (eqn:deriv_relation_hads)
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$$\frac{\mathrm{d}\ln p}{\mathrm{d}\frac{1}{RT}}=-\frac{1}{Z^\mathrm{b}}\left(h^\mathrm{b}-\sum_ix_i\left(\frac{\partial U}{\partial N_i}\right)_{T,N_j}\right)=-\frac{\Delta h^\mathrm{ads}}{Z^\mathrm{b}}$$ (eqn:deriv_relation_hads)
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The relation is exact and valid for an arbitrary number of components in the fluid phase.
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