Extensive data analysis and modelling of carbon dioxide solubility in ionic liquids using chemical structure-based ensemble learning approaches

Nakhaei-Kohani, Reza; Amiri-Ramsheh, Behnam; Pourmahdi, Maryam; Atashrouz, Saeid; Abedi, Ali; Mohaddespour, Ahmad; Hemmati-Sarapardeh, Abdolhossein

doi:10.1016/j.fluid.2024.114166

Fluid Phase Equilibria

2024

DOI: 10.1016/j.fluid.2024.114166

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Extensive data analysis and modelling of carbon dioxide solubility in ionic liquids using chemical structure-based ensemble learning approaches

Reza Nakhaei-Kohani,

Behnam Amiri-Ramsheh,

Maryam Pourmahdi

et al.

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Using Ionic Liquids to Improve CO2 Capture

Alguacil,

Robla

2024

Molecules

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Most of our energy consumption proceeds from the use of fossil fuels and the production of natural gas. However, the presence of impurities in this gas, like CO2, makes treatment necessary to avoid further concerns, such as greenhouse gas emissions, the corrosion of industrial equipment, etc.; thus, the development of CO2 capture and storage procedures is of the utmost importance in order to decrease CO2 production and mitigate its contribution to global warming. Among the CO2 capture processes available, three separation technologies are being used to achieve this goal: absorption, adsorption and membranes. To overcome some limitations of these methodologies, the joint use of these technologies with ionic liquids is gaining interest. The present work reviewed the most recent developments (for 2024) in CO2 capture using ionic liquids coupled to absorption-, adsorption- or membrane-based processes.

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Using Ionic Liquids to Improve CO2 Capture

Alguacil,

Robla

2024

Molecules

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Extensive data analysis and modelling of carbon dioxide solubility in ionic liquids using chemical structure-based ensemble learning approaches

Cited by 1 publication

References 121 publications

Using Ionic Liquids to Improve CO2 Capture

Using Ionic Liquids to Improve CO2 Capture

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