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Modeling ionic liquids with ePC-SAFT - properties and gas solubilities
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Energy Science.ORCID iD: 0000-0002-3201-8323
2021 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Global warming is now widely recognized as being the most significant global issue facing human beings. Mitigating CO2 emission from fossil-fueled power plants as well as from transports has become an urgent and worldwide research topic, in which CO2 separation is often needed. Technologies have been developed and commercialized, whereas the cost is still high. Developing new technologies for CO2 separation is one focus research area. Ionic liquids (ILs) are promising absorbents for CO2 separation due to their very low vapor pressure, high solubility and selectivity for CO2 as well as low energy usage for solvent regeneration.  

A drawback of using IL for CO2 separation is the high viscosities, and using supported ILs has been proposed as a promising solution. This can take advantage of the high selectivity of gas in ILs, and also the high surface area of materials can reduce the impact of viscosity, improve the gas transfer, and hence increase the absorption rate. 

To develop IL-based technologies, thermodynamic properties (density, heat capacity, gas solubility, etc.), viscosity, and surface tension of ILs as well as the thermodynamic properties for confined ILs are the prerequisites. As the number of ILs that can be theoretically synthesized is up to an order of 1018, determining all the properties experimentally is impractical, not to mention the time-consuming with high cost. It is desirable to develop theoretical tools to predict the thermodynamic and transport properties of ILs and IL-containing mixtures in a wide temperature and pressure range.  

In our previous work, the framework of ion-specific electrolyte perturbed-chain statistical associating fluid theory (ePC-SAFT) has been developed with reliable results. The developed ePC-SAFT model was further combined with Free Volume Theory (ePC-SAFT-FVT) and Density Gradient Theory (ePC-SAFT-DGT or DGT-ePC-SAFT) to represent the viscosity and surface tension of ILs, respectively.  However, the work is limited to the imidazolium-based ILs, and the model performance for other commonly used ILs is still unclear. It has been pointed out that the model with the parameters fitted to the experimental data may result in pitfalls, and further validation is needed. Meanwhile, DGT-ePC-SAFT for pure ILs needs to be further developed to be consistent with the ion-specific ePC-SAFT model and extended to IL-mixtures. To describe the properties of confined ILs, in our previous work, ePC-SAFT model was combined with DFT (classical Density Functional Theory) (i.e., ePC-SAFT-DFT) to describe the properties of the IL and CO2/IL confined in nanopores. Still, the algorithm based on equal mesh width leads to intensive computations, making it inefficient.  

In this thesis, these ion-specific ePC-SAFT-based models were further developed and extended to the systems containing the ILs which are composed of the IL-cations ([Cnmim]+, [Cnpy]+, [Cnmpy]+, [Cnmpyr]+, and [THTDP]+) and the IL-anions ([Tf2N]-,[PF6]-, [BF4]-, [tfo]-, [DCA]-, [SCN]-, [C1SO4]-, [C2SO4]-, [eFAP]-, Cl-, [Ac]-, and Br-).

Before modeling the properties, a method and scheme were developed to investigate the pitfall when modeling IL and IL-gas systems with ePC-SAFT. All 96 ILs considered in the thesis and their binary mixtures with CO2, H2S, CO, O2, CH4, N2, and H2 were covered. The results show that ePC-SAFT with the density-fitted parameters is virtually free of the undesired pitfall for almost all ILs with only one exemption ([C8mpy][BF4]) and the parameters for [Cnmpy]+ may need to be modified in future work.

Afterward, ePC-SAFT was used to predict gas solubilities and second-order thermodynamic properties, such as heat capacities, isothermal and isentropic compressibilities, speeds of sound, thermal expansion coefficients, and internal pressures. The model predictions were evaluated by comparing with the experimental data, showing reliable results.  

ePC-SAFT-FVT was used to model the viscosities of ILs and IL-mixtures and compared with the available experimental data. It shows the model can represent the viscosity of pure ILs in a wide temperature and pressure range, and the parameters obtained from pure ILs can be used to predict the viscosity of IL-mixtures reliably. The model performance of Cl-based ILs at low temperatures is poor, and the temperature-dependent FVT parameter may be used to improve the model results.  

DGT-ePC-SAFT can provide reliable results for pure ILs in a wide temperature range, and it can be further used to describe the density profile in the interface. Furthermore, spot-DGT-ePC-SAFT based on the approximate density profile was proposed to predict the surface tension of IL-IL and IL-CO2 systems, and the reliable predictions imply the promising of spot-DGT-ePC-SAFT. 

To calculate the properties of confined ILs efficiently, Chebyshev pseudo-spectral collocation method was applied to accelerate the ePC-SAFT-DFT calculation. The feasibility of accelerating the ePC-SAFT-DFT calculation with the Chebyshev pseudo-spectral collocation method was discussed for the confined IL-CO2 systems. It was found that the Chebyshev pseudo-spectral collocation method can improve the efficiency of ePC-SAFT-DFT calculation significantly.  

Place, publisher, year, edition, pages
Luleå University of Technology, 2021.
Series
Doctoral thesis / Luleå University of Technology, ISSN 1402-1544
National Category
Chemical Engineering Energy Engineering
Research subject
Energy Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-83225ISBN: 978-91-7790-777-0 (print)ISBN: 978-91-7790-778-7 (electronic)OAI: oai:DiVA.org:ltu-83225DiVA, id: diva2:1536328
Public defence
2021-05-07, E632, Luleå, 10:00 (English)
Opponent
Supervisors
Available from: 2021-03-10 Created: 2021-03-10 Last updated: 2025-10-21Bibliographically approved
List of papers
1. Modeling interfacial properties of ionic liquids with ePC-SAFT combined with density gradient theory
Open this publication in new window or tab >>Modeling interfacial properties of ionic liquids with ePC-SAFT combined with density gradient theory
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2021 (English)In: Fluid Phase Equilibria, ISSN 0378-3812, E-ISSN 1879-0224, Vol. 536, article id 112984Article in journal (Refereed) Published
Abstract [en]

In this work, ePC-SAFT-DGT (i.e., the coupling of ePC-SAFT with the density gradient theory (DGT)) was further developed by modifying the expression for estimating the chemical potential of IL ion-pair and extended to study the interfacial properties of 82 ionic liquids (ILs) containing one of the IL-cations ([Cnmim]+, [Cnpy]+, [Cnmpy]+, [Cnmpyr]+, and [THTDP]+) and one of the IL-anions ([Tf2N], [PF6], [BF4], [tfo], [DCA], [SCN], [C1SO4], [C2SO4], [eFAP], Cl, [Ac], and Br). The available experimental surface tensions for these 82 ILs from the literature have been surveyed and evaluated for adjusting the model parameters before the investigation. It shows that the modification results in more reasonable magnitude of influence parameters and ePC-SAFT-DGT can be used to represent the surface tension of ILs reliably compared with the experimental data. Furthermore, using the anion-specific influence parameters that are linearized with the molecular weight of the IL-cations for a homologous series of ILs allows semi-predicting (i.e., parameters obtained by interpolation and extrapolation) the surface tension for the ILs in the same homologous series. ePC-SAFT-DGT can be further used to predict other interfacial properties, for example, the density profile and interfacial thickness in the vapor-liquid interface.

Place, publisher, year, edition, pages
Elsevier, 2021
Keywords
ePC-SAFT, Density Gradient Theory, Ionic Liquid, Interfacial properties, Surface tension data survey
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-83073 (URN)10.1016/j.fluid.2021.112984 (DOI)000640084600007 ()2-s2.0-85101609662 (Scopus ID)
Funder
Swedish Research Council, 2016-04023Interreg Nord, 304-16169-2019Norrbotten County Council, 304-16169-2019
Note

Validerad;2021;Nivå 2;2021-03-02 (johcin);

Finansiär: Joint Research Fund for Overseas Chinese Scholars and Scholars in Hong Kong and Macao Young Scholars (21729601)

Available from: 2021-02-25 Created: 2021-02-25 Last updated: 2025-10-21Bibliographically approved
2. How to detect possible pitfalls in ePC-SAFT modelling: Extension to ionic liquids
Open this publication in new window or tab >>How to detect possible pitfalls in ePC-SAFT modelling: Extension to ionic liquids
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2020 (English)In: Fluid Phase Equilibria, ISSN 0378-3812, E-ISSN 1879-0224, Vol. 519, article id 112641Article in journal (Refereed) Published
Abstract [en]

An ion-specific electrolyte perturbed-chain statistical associating fluid theory (ePC-SAFT) has been developed to describe the thermodynamic and transport properties of ionic liquids (ILs) for developing IL-based technologies to separate CO2 from gas mixtures. However, as it has been pointed out previously, SAFT-based models can lead to a pitfall, manifesting as an additional fictitious liquid-liquid critical line connected to an additional mechanically stable critical point when modeling pure substances. In this work, a method for detecting a pitfall in ILs was developed, where an expression with ionic term for calculating the critical point with ePC-SAFT was derived and an algorithm for detecting the additional fictitious phase equilibrium for ILs was proposed. The pitfall occurrence for an extended set ILs taken from our previous work was investigated. It shows that a pitfall occurs only for one single IL among all 96 ILs in the temperature and pressure range of interest. For [C8mpy][BF4], at 290.27–291.78 K, a pitfall may occur at the pressures of interest; at 273.15–290.20 K, it may occur at any given pressure. The ion-specific ePC-SAFT parameters for [C8mpy]+ may therefore need to be modified in the future when more reliable experimental results are available for parameter fitting.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
ePC-SAFT, Ionic liquids, Pitfall, Critical point, Additional phase equilibrium
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-79732 (URN)10.1016/j.fluid.2020.112641 (DOI)000542072400004 ()2-s2.0-85085738568 (Scopus ID)
Note

Validerad;2020;Nivå 2;2020-06-22 (alebob)

Available from: 2020-06-17 Created: 2020-06-17 Last updated: 2025-10-22Bibliographically approved
3. Modeling Viscosity of Ionic Liquids with Electrolyte Perturbed-Chain Statistical Associating Fluid Theory and Free Volume Theory
Open this publication in new window or tab >>Modeling Viscosity of Ionic Liquids with Electrolyte Perturbed-Chain Statistical Associating Fluid Theory and Free Volume Theory
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2018 (English)In: Industrial & Engineering Chemistry Research, ISSN 0888-5885, E-ISSN 1520-5045, Vol. 57, no 26, p. 8784-8801Article in journal (Refereed) Published
Abstract [en]

Viscosity is one of the most important physical properties when developing ionic liquids (ILs) for industrial applications such as CO2 separation. The viscosities of ILs have been measured experimentally, while the modeling work is still limited. In this work, the electrolyte perturbed-chain statistical associating fluid theory (ePC-SAFT) was combined with the free volume theory (FVT) to model the viscosities of pure ILs and IL mixtures up to high pressures and temperatures, in which the ePC-SAFT was used to calculate the density as inputs for modeling the viscosity of ILs with FVT. The ILs under consideration contain one of the IL cations [Cnmim]+, [Cnpy]+, [Cnmpy]+, [Cnmpyr]+, or [THTDP]+ and one of the IL anions [Tf2N], [PF6], [BF4], [tfo], [DCA], [SCN], [C1SO4], [C2SO4], [eFAP], Cl, [Ac], or Br. In total, 89 ILs were considered combined with a thorough literature survey of the available experimental viscosity data and evaluation. The comparison with the available experimental viscosities shows that the model can provide reliable representation and prediction for most of the pure ILs in a wide temperature and pressure range, and it can be further used to predict and describe the viscosity of IL mixtures reliably.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2018
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-69298 (URN)10.1021/acs.iecr.8b00328 (DOI)000438310800014 ()2-s2.0-85048130276 (Scopus ID)
Note

Validerad;2018;Nivå 2;2018-08-02 (rokbeg)

Available from: 2018-06-11 Created: 2018-06-11 Last updated: 2025-10-22Bibliographically approved
4. Modeling Thermodynamic Derivative Properties and Gas Solubility of Ionic Liquids with ePC-SAFT
Open this publication in new window or tab >>Modeling Thermodynamic Derivative Properties and Gas Solubility of Ionic Liquids with ePC-SAFT
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2019 (English)In: Industrial & Engineering Chemistry Research, ISSN 0888-5885, E-ISSN 1520-5045, Vol. 58, no 19, p. 8401-8417Article in journal (Refereed) Published
Abstract [en]

In this work, the ion-specific electrolyte perturbed-chain statistical associating fluid theory (ePC-SAFT) was extended to predict the second-order thermodynamic derivative properties and gas solubility of the ionic liquids (ILs) containing one of the IL cations ([Cnmim]+, [Cnpy]+, [Cnmpy]+, [Cnmpyr]+, and [THTDP]+) and one of the IL anions ([Tf2N], [PF6], [BF4], [tfo], [DCA], [SCN], [C1SO4], [C2SO4], [eFAP], Cl, [Ac], and Br). The ideal-gas isobaric heat capacities of ILs were estimated by the group contribution method for obtaining the heat capacity. The model prediction results were compared with the available experimental data, and the comparison shows that the ePC-SAFT prediction is reliable for most ILs. Furthermore, one adjustable ion-specific binary interaction parameter between the IL ion and CO2 can be used to further improve the model prediction performance for the CO2 solubility in ILs.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2019
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-74685 (URN)10.1021/acs.iecr.9b00254 (DOI)000468368100074 ()2-s2.0-85065545825 (Scopus ID)
Note

Validerad;2019;Nivå 2;2019-06-18 (johcin)

Available from: 2019-06-18 Created: 2019-06-18 Last updated: 2025-10-22Bibliographically approved
5. How to Detect Possible Pitfalls in ePC-SAFT Modeling. 2. Extension to Binary Mixtures of 96 Ionic Liquids with CO2, H2S, CO, O2, CH4, N2, and H2
Open this publication in new window or tab >>How to Detect Possible Pitfalls in ePC-SAFT Modeling. 2. Extension to Binary Mixtures of 96 Ionic Liquids with CO2, H2S, CO, O2, CH4, N2, and H2
2020 (English)In: Industrial & Engineering Chemistry Research, ISSN 0888-5885, E-ISSN 1520-5045, Vol. 59, no 49, p. 21579-21591Article in journal (Refereed) Published
Abstract [en]

The occurrence of numerical pitfalls has been pointed out for the models of equation of state, including the statistical associating fluid theory (SAFT)-based. Following our previous work on pure ILs when modeling with ePC-SAFT, this work extended the research to the IL–gas mixtures, in which the associating term was derived for predicting the critical point with PC-SAFT, and a scheme for detecting a pitfall in IL–gas mixtures was developed. Then, the scheme was applied to detect the pitfall occurrence in IL–gas (gas = CO2, H2S, CO, O2, CH4, N2, and H2) systems, which are commonly encountered in developing IL-based CO2 separation technologies. It shows that a pitfall occurs only in [C8mpy][BF4]–gas (CO2, H2S, CO, O2, CH4, N2, and H2) among all ILs considered in the temperature and pressure range of interest.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2020
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-81974 (URN)10.1021/acs.iecr.0c04485 (DOI)000599504000027 ()2-s2.0-85097843016 (Scopus ID)
Funder
Swedish Research Council, 2016-04023Interreg Nord, 304-16169-2019
Note

Validerad;2021;Nivå 2;2021-01-11 (alebob);

Finansiär: Joint Research Fund for Overseas Chinese Scholars and Scholars in Hong Kong and Macao Young Scholars (21729601), Ministry of Research and Innovation, CNCS-UEFISCDI (PN-III-P4-ID-PCCF-2016-0050)

Available from: 2020-12-14 Created: 2020-12-14 Last updated: 2025-10-22Bibliographically approved

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