Insight into the Estimation of Equilibrium CO2 Absorption by Deep Eutectic Solvents using Computational Approaches
Amir Dashti, Mojtaba Raji, Pouria Amani, Alireza Baghban, Amir H. Mohammadi
Abstract
The current study deals with modeling of CO solubility in various deep eutectic solvents (DESs). Various artificial intelligent methods including PSO-ANN, PSO-ANFIS, LSSVM, and newly proposed correlation were developed, examined and comparatively evaluated. Comprehensive data were gathered from literature and LSSVM and MPR models were found robust and precise models for estimating CO solubility in DESs.
Topics & Concepts
SolubilityEutectic systemChemistryAbsorption (acoustics)Process engineeringBiochemical engineeringBiological systemThermodynamicsOrganic chemistryEngineeringAlloyAcousticsPhysicsBiologyPhase Equilibria and ThermodynamicsIonic liquids properties and applicationsCarbon Dioxide Capture Technologies