Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation
In the modern industrial separation process, the pressure swing adsorption technology is widely used to separate and purify gases due to its low energy consumption, low cost, convenience, reliability, and environmental benignity. The basic elements of the design and application of the pressure swing...
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doaj-9ebce89be531451280f27b9634fde70a2020-11-25T01:38:34ZengMDPI AGApplied Sciences2076-34172020-02-01104131110.3390/app10041311app10041311Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular SimulationJunchao Wang0Yongjie Wei1Zhengfei Ma2State Key Laboratory of Material-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing 210009, ChinaState Key Laboratory of Material-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing 210009, ChinaState Key Laboratory of Material-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing 210009, ChinaIn the modern industrial separation process, the pressure swing adsorption technology is widely used to separate and purify gases due to its low energy consumption, low cost, convenience, reliability, and environmental benignity. The basic elements of the design and application of the pressure swing adsorption process are adsorption isotherms at different temperatures for adsorbents. The dual-site Langmuir (DSL) adsorption equilibrium model is the mostly used model; however, this model is based on the assumption that the adsorption energy on the surface of an adsorbent is uniform and remains unchanged. Here, a grand canonical Monte Carlo (GCMC) molecular simulation was used to calculate the CO<sub>2</sub> adsorption equilibrium on MIL-101 (Cr) at 298 K. MIL-101 (Cr) was chosen, as it has more a general pore structure with three different pores. The calculation results showed that the adsorption energies with different adsorption pressures fitted a normal distribution and the relationship of the average adsorption energies, E with pressures had a linear form described as: E = aP + c. With this relationship, the parameter b = k·exp<sup>(E/RT)</sup> in the DSL model was modified to b = k·exp<sup>((aP + c)/RT)</sup>, and the modified DSL model (M-DSL) was used to correlate the adsorption equilibrium data on CO<sub>2</sub>-MIL-101 (Cr), C<sub>2</sub>H<sub>4</sub>-HHPAC, CH<sub>4</sub>-BPL, and CO<sub>2</sub>-H-Mordenite, showing better correlations than those of the DSL model. We also extended the parameter q<sub>m</sub> in the M-DSL model with the equation q<sub>m</sub> = k<sub>1</sub> + k<sub>2</sub>T to adsorption equilibrium data for different temperatures. The obtained model (M-TDSL) was checked with the abovementioned adsorption equilibrium systems. The fitting results also indicated that the M-TDSL model could be used to improve the correlation of adsorption equilibrium data for different temperatures. The linear relationship between the average adsorption energy and adsorption pressure could be further tested in other adsorption equilibrium models to determine its universality.https://www.mdpi.com/2076-3417/10/4/1311gcmc molecular simulationadsorption energy characteristicsadsorption equilibrium modelparameter fittingmodel modification |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Junchao Wang Yongjie Wei Zhengfei Ma |
spellingShingle |
Junchao Wang Yongjie Wei Zhengfei Ma Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation Applied Sciences gcmc molecular simulation adsorption energy characteristics adsorption equilibrium model parameter fitting model modification |
author_facet |
Junchao Wang Yongjie Wei Zhengfei Ma |
author_sort |
Junchao Wang |
title |
Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation |
title_short |
Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation |
title_full |
Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation |
title_fullStr |
Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation |
title_full_unstemmed |
Modified Dual-Site Langmuir Adsorption Equilibrium Models from A GCMC Molecular Simulation |
title_sort |
modified dual-site langmuir adsorption equilibrium models from a gcmc molecular simulation |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2020-02-01 |
description |
In the modern industrial separation process, the pressure swing adsorption technology is widely used to separate and purify gases due to its low energy consumption, low cost, convenience, reliability, and environmental benignity. The basic elements of the design and application of the pressure swing adsorption process are adsorption isotherms at different temperatures for adsorbents. The dual-site Langmuir (DSL) adsorption equilibrium model is the mostly used model; however, this model is based on the assumption that the adsorption energy on the surface of an adsorbent is uniform and remains unchanged. Here, a grand canonical Monte Carlo (GCMC) molecular simulation was used to calculate the CO<sub>2</sub> adsorption equilibrium on MIL-101 (Cr) at 298 K. MIL-101 (Cr) was chosen, as it has more a general pore structure with three different pores. The calculation results showed that the adsorption energies with different adsorption pressures fitted a normal distribution and the relationship of the average adsorption energies, E with pressures had a linear form described as: E = aP + c. With this relationship, the parameter b = k·exp<sup>(E/RT)</sup> in the DSL model was modified to b = k·exp<sup>((aP + c)/RT)</sup>, and the modified DSL model (M-DSL) was used to correlate the adsorption equilibrium data on CO<sub>2</sub>-MIL-101 (Cr), C<sub>2</sub>H<sub>4</sub>-HHPAC, CH<sub>4</sub>-BPL, and CO<sub>2</sub>-H-Mordenite, showing better correlations than those of the DSL model. We also extended the parameter q<sub>m</sub> in the M-DSL model with the equation q<sub>m</sub> = k<sub>1</sub> + k<sub>2</sub>T to adsorption equilibrium data for different temperatures. The obtained model (M-TDSL) was checked with the abovementioned adsorption equilibrium systems. The fitting results also indicated that the M-TDSL model could be used to improve the correlation of adsorption equilibrium data for different temperatures. The linear relationship between the average adsorption energy and adsorption pressure could be further tested in other adsorption equilibrium models to determine its universality. |
topic |
gcmc molecular simulation adsorption energy characteristics adsorption equilibrium model parameter fitting model modification |
url |
https://www.mdpi.com/2076-3417/10/4/1311 |
work_keys_str_mv |
AT junchaowang modifieddualsitelangmuiradsorptionequilibriummodelsfromagcmcmolecularsimulation AT yongjiewei modifieddualsitelangmuiradsorptionequilibriummodelsfromagcmcmolecularsimulation AT zhengfeima modifieddualsitelangmuiradsorptionequilibriummodelsfromagcmcmolecularsimulation |
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1725053010201018368 |