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...

Full description

Bibliographic Details
Main Authors: Junchao Wang, Yongjie Wei, Zhengfei Ma
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/4/1311
id doaj-9ebce89be531451280f27b9634fde70a
record_format Article
spelling 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&#183;exp<sup>(E/RT)</sup> in the DSL model was modified to b = k&#183;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&#183;exp<sup>(E/RT)</sup> in the DSL model was modified to b = k&#183;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
_version_ 1725053010201018368