Estimation of CO<sub>2</sub> Absorption by a Hybrid Aqueous Solution of Amino Acid Salt with Amine-Reference-Cited by-同舟云学术

Estimation of CO₂ Absorption by a Hybrid Aqueous Solution of Amino Acid Salt with Amine

Published:2023-10-15 Issue:2 Volume:47 Page:253-261
ISSN:0930-7516
Container-title:Chemical Engineering & Technology
language:en
Short-container-title:Chem Eng & Technol

Author:

Amirkhani Farid¹^ORCID,Dashti Amir¹^ORCID,Abedsoltan Hossein²^ORCID,Mohammadi Amir H.³⁴

Affiliation:

1. University of Kashan Department of Chemical Engineering, Faculty of Engineering Kashan Iran

2. University of Toledo Department of Chemical Engineering Toledo OH USA

3. Institut de Recherche en Génie Chimique et Pétrolier (IRGCP) Paris Cedex France

4. University of KwaZulu-Natal Discipline of Chemical Engineering, School of Engineering Howard College Campus, King George V Avenue 4041 Durban South Africa

Abstract

AbstractFour developed machine learning algorithms are proposed to prognosticate the CO2 solubility in amino acid salt solutions, blended with amine solutions as additives, in broad ranges of temperature and pressure. From literature 375 experimental data points for CO2 solubility were collected. The results from the applied algorithms indicated that the CO2 solubility is estimated acceptably close to the experimental values. In the best case, the developed network estimates CO2 solubility in the stated solutions with an average relative deviation of 6.53 % and a correlation coefficient of 0.9892.

Publisher

Wiley

Subject

Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/ceat.202200469

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