Predictive Soave-Redlich-Kwong (PSRK): Difference between revisions
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=== Generic cubic equation of state === | === Generic cubic equation of state === | ||
<math> P = { { R | :<math> P = { { R T } \over { v - b } } - { { a(T) } \over { ( v + \epsilon b ) ( v + \sigma b ) } } </math> | ||
Parameters for Soave-Redlich-Kwong equation are <ref>Perry's Chemical Engineers' Handbook | Parameters for Soave-Redlich-Kwong equation are <ref>DW Green and RH Perry, 2007. ''Perry's Chemical Engineers' Handbook'' 8th Edition, section 4-11. ISBN 9780071422949</ref>: | ||
<math> \epsilon = 0</math> and <math> \sigma = 1</math> | :<math> \epsilon = 0</math> and <math> \sigma = 1</math> | ||
Thus: | Thus: | ||
<math> P = { { R | :<math> P = { { R T } \over { v - b } } - { { a(T) } \over { v ( v + b ) } } </math> | ||
=== PSRK mixing rule for calculating a(T) and b === | === PSRK mixing rule for calculating a(T) and b === | ||
Cohesion pressure (attractive parameter) <ref>Horstmann, | Cohesion pressure (attractive parameter) | ||
<ref>S Horstmann, A Jabłoniec, J Krafczyk, K Fischer and J Gmehling, 2005. PSRK group contribution equation of state: comprehensive revision and extension IV, including critical constants and α-function parameters for 1000 components. ''Fluid Phase Equilibria'' '''227''' 157-164 {{doi|10.1016/j.fluid.2004.11.002}}</ref> | |||
<ref>T Holderbaum and J Gmehling, 1991. ''Fluid Phase Equilibria'' '''79''' 251-265 {{doi|10.1016/0378-3812(91)85038-V}}</ref>: | |||
<math> a(T) = b | :<math>a(T) = b RT \left( \sum x_i { {a_{ii}(T)} \over {b_i R T} } + { \frac{ { \frac{g_0^E}{R T} } + \sum x_i \ln \left( \frac{b}{b_i} \right) }{ \ln \left( \frac{u}{u + 1} \right)} } \right)</math> at <math>P^{ref}</math> = 1 atm | ||
with <math> a_{ii}(T) = \Psi | with | ||
:<math> u = 1.1 </math>, | |||
:<math> a_{ii}(T) = \Psi \frac{ \alpha_i (T_{r,i}) R^2 T_{C,i}^2 }{ P_{C,i} } </math>, and | |||
:<math> \Psi = 0.42748 </math>. | |||
Excluded volume or "co-volume" (repulsive parameter): | Excluded volume or "co-volume" (repulsive parameter): | ||
<math> b = \sum x_i | <math> b = \sum x_i b_i </math> | ||
where | |||
:<math> b_i = \Omega { \frac{ RT_{C,i} }{ P_{C,i} } } </math>, and | |||
:<math> \Omega = 0.08664 </math> | |||
=== Mathias-Copeman equation === | === Mathias-Copeman equation === | ||
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Fitting experimental data with Mathias-Copeman parameters <math> c_{1,i} </math>, <math> c_{2,i} </math> and <math> c_{3,i} </math>: | Fitting experimental data with Mathias-Copeman parameters <math> c_{1,i} </math>, <math> c_{2,i} </math> and <math> c_{3,i} </math>: | ||
<math> \alpha_i (T_{r,i}) =[ 1 + c_{1,i} | :<math> \alpha_i (T_{r,i}) = \left[ 1 + c_{1,i} \left(1 - \sqrt{T_{r,i}} \right) + c_{2,i} \left(1 - \sqrt{T_{r,i}} \right)^2 + c_{3,i} \left(1 - \sqrt{T_{r,i}} \right)^3 \right]^2 </math> | ||
General form if no experimental data available: | General form if no experimental data available: | ||
<math> c_{1,i} = 0.48 + 1.574 \omega_i - 0.176 \omega_i^2 </math> | :<math> c_{1,i} = 0.48 + 1.574 \omega_i - 0.176 \omega_i^2 </math> | ||
:<math> c_{2,i} = 0 </math> | |||
<math> c_{2,i} = 0 </math> | :<math> c_{3,i} = 0 </math> | ||
<math> c_{3,i} = 0 </math> | |||
=== Gibbs-Excess energy === | === Gibbs-Excess energy === | ||
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<math> g^E = g_{c}^E + g_{r}^E</math> | <math> g^E = g_{c}^E + g_{r}^E</math> | ||
<math> g_{c}^E = | <math> g_{c}^E = RT \sum x_i ln( {{\omega_i} \over {x_i}} ) </math> | ||
<math> g_{r}^E = | <math> g_{r}^E = RT \sum x_i \frac{z}{2} q_i \ln \frac{\theta_{ii}}{\theta_i} </math> | ||
<math> | <math> \Rightarrow g_{0}^E = R T_0 \sum x_i \left( \ln \frac{\omega_i}{x_i} + \frac{z}{2} + q_i \ln \frac{\theta_{ii}}{\theta_i} \right) </math> | ||
=== | === UNIFAC === | ||
Molecular volume parameter for component i <ref>Larsen, Rasmussen, Fredenslund; A Modified UNIFAC Group-Contribution Model for Prediction of Phase Equilibria and Heats of Mixing; Ind. Eng. Chem. Res. 1987, 26 2274-2286</ref>: | Molecular volume parameter for component i (k: subgroup index) <ref>Larsen, Rasmussen, Fredenslund; A Modified UNIFAC Group-Contribution Model for Prediction of Phase Equilibria and Heats of Mixing; Ind. Eng. Chem. Res. 1987, 26 2274-2286 {{doi|10.1021/ie00071a018}}</ref>: | ||
<math> r_i = \sum_k \nu_k^{(i)} | :<math> r_i = \sum_k \nu_k^{(i)} R_k </math> | ||
Molecular surface area parameter for component i: | Molecular surface area parameter for component i (k: subgroup index): | ||
<math> q_i = \sum_k \nu_k^{(i)} | :<math> q_i = \sum_k \nu_k^{(i)} Q_k </math> | ||
where <math>\nu</math> is the number of the particular subgroups which a component i can be divided into | where <math>\nu</math> is the number of the particular subgroups which a component i can be divided into. <math>R_k</math> is the volume parameter and <math>Q_k</math> the surface area parameter for subgroup k. <math>R_k</math> and <math>Q_k</math> are tabulated parameters and provided by the UNIFAC Consortium (http://unifac.ddbst.de/). Each subgroup can be assigned to a main group. | ||
Modified volume fraction [Kikic et al.; 1980]: | Modified volume fraction [Kikic et al.; 1980]: | ||
<math> \omega_i = {{x_i | :<math> \omega_i = {{x_i r_i^{2/3}} \over {\sum_j x_j r_j^{2/3}}} </math> | ||
Group mole fraction of subgroup k in component i <ref>Stephan, Schaber, Stephan, Mayinger: Thermodynamik. Grundlagen und technische Anwendungen: Band 2: Mehrstoffsysteme und chemische Reaktionen; Springer Verlag ISBN 9783642241611</ref>: | |||
:<math> X_k^{(i)} = {{\sum_i \nu_k^{(i)} x_i} \over {\sum_i \sum_l \nu_l^{(i)} x_i}} </math> | |||
Surface area fraction of subgroup k in component i: | |||
:<math> \theta_k^{(i)} = \frac{X_k^{(i)} Q_k^{(i)}}{\sum_l X_l^{(i)} Q_l^{(i)}} </math> | |||
<math> \ | <math>\theta</math> is a matrix where the columns make up the components in the mixture and the rows are made up by the subgroups. | ||
Local surface area fraction for j around i: | Local surface area fraction for j around i (the dot-product is performed of every single subgroup-row of matrix <math>\theta</math> with the columns of matrix <math>\tau</math>): | ||
<math> \theta_{ji} = { {\theta_j | :<math> \theta_{ji} = { {\theta_j \tau_{ji}} \over {\sum_m \theta_m \tau_{mi}} } </math> | ||
where | where | ||
<math> \ | :<math> \tau_{mi} = \Psi_{nm} </math> | ||
and <math>\tau_{mi}</math> is the Boltzmann factor and can be calculated by transposing the main group interaction parameter matrix: | |||
<math> a_{nm} \ne a_{mn} </math>; | :<math> \Psi_{nm} = exp(- { {a_{nm} + b_{nm} T + c_{nm} T^2} \over {T} }) </math> | ||
<math> b_{nm} \ne b_{mn} </math>; | |||
<math> c_{nm} \ne c_{mn} </math> | :<math>a_{nm}</math>, <math>b_{nm}</math> and <math>c_{nm}</math> are the binary interaction parameters representing the interaction between the main groups where the following applies: | ||
:<math> a_{nm} \ne a_{mn} </math>; | |||
:<math> b_{nm} \ne b_{mn} </math>; | |||
:<math> c_{nm} \ne c_{mn} </math> | |||
Interaction parameters between identical main groups become 0. | |||
The indexes n and m refer to subgroups. Thus, parameters a,b and c of different subgroups belonging to the same main group are identical. A subgroup to maingroup lookup has to be made when generating the data matrices for a, b and c. | |||
The binary interaction parameters are also tabulated parameters and provided by the UNIFAC Consortium (http://unifac.ddbst.de/). | The binary interaction parameters are also tabulated parameters and provided by the UNIFAC Consortium (http://unifac.ddbst.de/). | ||
The original UNIFAC model uses only <math> a_{nm} \ne a_{mn} </math> as interaction parameters. Modified UNIFAC and PSRK include <math> b_{nm} \ne b_{mn} </math> and <math> c_{nm} \ne c_{mn} </math> for describing main group interactions. | |||
A Excel file written by Carl Lira (http://www.egr.msu.edu/~lira/) can help to understand UNIFAC calculations. Take a look at the ACTCOEFF.XLS file under http://www.egr.msu.edu/~lira/computer/EXCEL/. | A Excel file written by Carl Lira (http://www.egr.msu.edu/~lira/) can help to understand UNIFAC calculations. Take a look at the ACTCOEFF.XLS file under http://www.egr.msu.edu/~lira/computer/EXCEL/. | ||
The UNIFAC consortium has published all parameters for the original UNIFAC model: http://www.ddbst.com/published-parameters-unifac.html | |||
For obtaining the parameters for applying the [[modified UNIFAC (Dortmund)]] model or the PSRK model one has to become a member of the UNIFAC consortium or has to have access to the appendix of the following paper: {{doi|10.1016/j.fluid.2004.11.002}} | |||
These pages can also help to understand this topic: | |||
* [http://www.pvv.org/~randhol/xlunifac/html/node9.html XLUNIFAC] (also accessible [https://pdfslide.net/documents/xlunifac-a-computer-program-for-calculation-of-liquid-randholxlunifac-.html here]) | |||
* http://www.aim.env.uea.ac.uk/aim/info/UNIFACgroups.html | |||
=== Procedure for calculating vapor-liquid equilibria (VLE) (phi-phi approach) === | === Procedure for calculating vapor-liquid equilibria (VLE) (phi-phi approach) === | ||
Equilibrium condition <ref>Gmehling, Kolbe, Kleiber, Rarey; Chemical Thermodynamics for Process Simulation; February 2012; Wiley | Equilibrium condition <ref>Gmehling, Kolbe, Kleiber, Rarey; Chemical Thermodynamics for Process Simulation; February 2012; Wiley ISBN 9783527312771 | ||
</ref>: | |||
<math> x_i * \ | <math> x_i * \varphi_i^L = y_i * \varphi_i^V </math> | ||
Fugacity coefficient for | Fugacity coefficient of the PSRK equation for component i in a mixture: | ||
<math> ln \varphi_i = \frac{b_i}{b} (\frac{P*v}{R*T} - 1) - ln \frac{P*(v-b)}{R*T} - ( \frac{1}{q_1} * ln \gamma_i + \frac{a_i}{RTb_i} + \frac{1}{q_1}(ln \frac{b}{b_i} + \frac{b_i}{b} - 1)) ln \frac{v+b}{v} </math> | |||
with <math> q_1 = -0.64663 </math> | |||
K-factor: | K-factor: | ||
<math> K_i = { {y_i} \over {x_i} } = { {\ | <math> K_i = { {y_i} \over {x_i} } = { {\varphi_i^L} \over {\varphi_i^V} } </math> | ||
Sum of mole fractions: | Sum of mole fractions: | ||
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== See also == | == See also == | ||
* [[Group Contribution Methods]] | |||
Other cubic equations of state (EOS): | Other cubic equations of state (EOS): | ||
Latest revision as of 11:38, 4 July 2022
Generic cubic equation of state
- <math> P = { { R T } \over { v - b } } - { { a(T) } \over { ( v + \epsilon b ) ( v + \sigma b ) } } </math>
Parameters for Soave-Redlich-Kwong equation are [1]:
- <math> \epsilon = 0</math> and <math> \sigma = 1</math>
Thus:
- <math> P = { { R T } \over { v - b } } - { { a(T) } \over { v ( v + b ) } } </math>
PSRK mixing rule for calculating a(T) and b
Cohesion pressure (attractive parameter) [2] [3]:
- <math>a(T) = b RT \left( \sum x_i { {a_{ii}(T)} \over {b_i R T} } + { \frac{ { \frac{g_0^E}{R T} } + \sum x_i \ln \left( \frac{b}{b_i} \right) }{ \ln \left( \frac{u}{u + 1} \right)} } \right)</math> at <math>P^{ref}</math> = 1 atm
with
- <math> u = 1.1 </math>,
- <math> a_{ii}(T) = \Psi \frac{ \alpha_i (T_{r,i}) R^2 T_{C,i}^2 }{ P_{C,i} } </math>, and
- <math> \Psi = 0.42748 </math>.
Excluded volume or "co-volume" (repulsive parameter):
<math> b = \sum x_i b_i </math>
where
- <math> b_i = \Omega { \frac{ RT_{C,i} }{ P_{C,i} } } </math>, and
- <math> \Omega = 0.08664 </math>
Mathias-Copeman equation
Fitting experimental data with Mathias-Copeman parameters <math> c_{1,i} </math>, <math> c_{2,i} </math> and <math> c_{3,i} </math>:
- <math> \alpha_i (T_{r,i}) = \left[ 1 + c_{1,i} \left(1 - \sqrt{T_{r,i}} \right) + c_{2,i} \left(1 - \sqrt{T_{r,i}} \right)^2 + c_{3,i} \left(1 - \sqrt{T_{r,i}} \right)^3 \right]^2 </math>
General form if no experimental data available:
- <math> c_{1,i} = 0.48 + 1.574 \omega_i - 0.176 \omega_i^2 </math>
- <math> c_{2,i} = 0 </math>
- <math> c_{3,i} = 0 </math>
Gibbs-Excess energy
<math> g^E = g_{c}^E + g_{r}^E</math>
<math> g_{c}^E = RT \sum x_i ln( {{\omega_i} \over {x_i}} ) </math>
<math> g_{r}^E = RT \sum x_i \frac{z}{2} q_i \ln \frac{\theta_{ii}}{\theta_i} </math>
<math> \Rightarrow g_{0}^E = R T_0 \sum x_i \left( \ln \frac{\omega_i}{x_i} + \frac{z}{2} + q_i \ln \frac{\theta_{ii}}{\theta_i} \right) </math>
UNIFAC
Molecular volume parameter for component i (k: subgroup index) [4]:
- <math> r_i = \sum_k \nu_k^{(i)} R_k </math>
Molecular surface area parameter for component i (k: subgroup index):
- <math> q_i = \sum_k \nu_k^{(i)} Q_k </math>
where <math>\nu</math> is the number of the particular subgroups which a component i can be divided into. <math>R_k</math> is the volume parameter and <math>Q_k</math> the surface area parameter for subgroup k. <math>R_k</math> and <math>Q_k</math> are tabulated parameters and provided by the UNIFAC Consortium (http://unifac.ddbst.de/). Each subgroup can be assigned to a main group.
Modified volume fraction [Kikic et al.; 1980]:
- <math> \omega_i = {{x_i r_i^{2/3}} \over {\sum_j x_j r_j^{2/3}}} </math>
Group mole fraction of subgroup k in component i [5]:
- <math> X_k^{(i)} = {{\sum_i \nu_k^{(i)} x_i} \over {\sum_i \sum_l \nu_l^{(i)} x_i}} </math>
Surface area fraction of subgroup k in component i:
- <math> \theta_k^{(i)} = \frac{X_k^{(i)} Q_k^{(i)}}{\sum_l X_l^{(i)} Q_l^{(i)}} </math>
<math>\theta</math> is a matrix where the columns make up the components in the mixture and the rows are made up by the subgroups.
Local surface area fraction for j around i (the dot-product is performed of every single subgroup-row of matrix <math>\theta</math> with the columns of matrix <math>\tau</math>):
- <math> \theta_{ji} = { {\theta_j \tau_{ji}} \over {\sum_m \theta_m \tau_{mi}} } </math>
where
- <math> \tau_{mi} = \Psi_{nm} </math>
and <math>\tau_{mi}</math> is the Boltzmann factor and can be calculated by transposing the main group interaction parameter matrix:
- <math> \Psi_{nm} = exp(- { {a_{nm} + b_{nm} T + c_{nm} T^2} \over {T} }) </math>
- <math>a_{nm}</math>, <math>b_{nm}</math> and <math>c_{nm}</math> are the binary interaction parameters representing the interaction between the main groups where the following applies:
- <math> a_{nm} \ne a_{mn} </math>;
- <math> b_{nm} \ne b_{mn} </math>;
- <math> c_{nm} \ne c_{mn} </math>
Interaction parameters between identical main groups become 0.
The indexes n and m refer to subgroups. Thus, parameters a,b and c of different subgroups belonging to the same main group are identical. A subgroup to maingroup lookup has to be made when generating the data matrices for a, b and c.
The binary interaction parameters are also tabulated parameters and provided by the UNIFAC Consortium (http://unifac.ddbst.de/). The original UNIFAC model uses only <math> a_{nm} \ne a_{mn} </math> as interaction parameters. Modified UNIFAC and PSRK include <math> b_{nm} \ne b_{mn} </math> and <math> c_{nm} \ne c_{mn} </math> for describing main group interactions.
A Excel file written by Carl Lira (http://www.egr.msu.edu/~lira/) can help to understand UNIFAC calculations. Take a look at the ACTCOEFF.XLS file under http://www.egr.msu.edu/~lira/computer/EXCEL/.
The UNIFAC consortium has published all parameters for the original UNIFAC model: http://www.ddbst.com/published-parameters-unifac.html
For obtaining the parameters for applying the modified UNIFAC (Dortmund) model or the PSRK model one has to become a member of the UNIFAC consortium or has to have access to the appendix of the following paper: doi:10.1016/j.fluid.2004.11.002
These pages can also help to understand this topic:
- XLUNIFAC (also accessible here)
- http://www.aim.env.uea.ac.uk/aim/info/UNIFACgroups.html
Procedure for calculating vapor-liquid equilibria (VLE) (phi-phi approach)
Equilibrium condition [6]:
<math> x_i * \varphi_i^L = y_i * \varphi_i^V </math>
Fugacity coefficient of the PSRK equation for component i in a mixture:
<math> ln \varphi_i = \frac{b_i}{b} (\frac{P*v}{R*T} - 1) - ln \frac{P*(v-b)}{R*T} - ( \frac{1}{q_1} * ln \gamma_i + \frac{a_i}{RTb_i} + \frac{1}{q_1}(ln \frac{b}{b_i} + \frac{b_i}{b} - 1)) ln \frac{v+b}{v} </math>
with <math> q_1 = -0.64663 </math>
K-factor:
<math> K_i = { {y_i} \over {x_i} } = { {\varphi_i^L} \over {\varphi_i^V} } </math>
Sum of mole fractions:
<math> S = \sum y_i = \sum K_i * x_i </math>
Flow diagram for calculating isothermal VLE using PSRK:

References
- ↑ DW Green and RH Perry, 2007. Perry's Chemical Engineers' Handbook 8th Edition, section 4-11. ISBN 9780071422949
- ↑ S Horstmann, A Jabłoniec, J Krafczyk, K Fischer and J Gmehling, 2005. PSRK group contribution equation of state: comprehensive revision and extension IV, including critical constants and α-function parameters for 1000 components. Fluid Phase Equilibria 227 157-164 doi:10.1016/j.fluid.2004.11.002
- ↑ T Holderbaum and J Gmehling, 1991. Fluid Phase Equilibria 79 251-265 doi:10.1016/0378-3812(91)85038-V
- ↑ Larsen, Rasmussen, Fredenslund; A Modified UNIFAC Group-Contribution Model for Prediction of Phase Equilibria and Heats of Mixing; Ind. Eng. Chem. Res. 1987, 26 2274-2286 doi:10.1021/ie00071a018
- ↑ Stephan, Schaber, Stephan, Mayinger: Thermodynamik. Grundlagen und technische Anwendungen: Band 2: Mehrstoffsysteme und chemische Reaktionen; Springer Verlag ISBN 9783642241611
- ↑ Gmehling, Kolbe, Kleiber, Rarey; Chemical Thermodynamics for Process Simulation; February 2012; Wiley ISBN 9783527312771
See also
Other cubic equations of state (EOS):