LAPSE:2026.0340
Published Article

LAPSE:2026.0340
Process modelling and multi-objective optimisation of solid sorbent-based direct air capture
June 12, 2026
Abstract
Direct Air Capture (DAC) is recognised as a critical climate mitigation technology necessary for achieving global net-zero emissions by balancing difficult-to-avoid emissions. Despite its importance, the commercial deployment of DAC technology is currently challenged by the substantial energy demands and resultant extremely high operational costs associated with handling the low atmospheric CO2 concentration. This study aims to address these two challenges through dynamic process modelling, simulation and rigorous multi-objective optimisation of a solid sorbent-based temperature vacuum swing adsorption (S-TVSA) cycle. The system utilises an advanced amine-functionalized sorbent, selected for its favourable low-temperature regeneration kinetics.A technical performance assessment was conducted using a first-principle mathematical model to accurately simulate mass and heat transfer in the adsorbent beds. To improve system viability, a multi-objective optimisation with NSGA-II in MATLAB was performed, maximising CO2 productivity and minimising energy demand. The optimisation targeted key parameters like adsorption/desorption time, temperature, and pressure. The Pareto frontier shows trade-offs, identifying optimal points that minimise Weq and energy use. These results provide a pathway to reduce energy costs and enhance the economic viability of solid-sorbent DAC technology.
Direct Air Capture (DAC) is recognised as a critical climate mitigation technology necessary for achieving global net-zero emissions by balancing difficult-to-avoid emissions. Despite its importance, the commercial deployment of DAC technology is currently challenged by the substantial energy demands and resultant extremely high operational costs associated with handling the low atmospheric CO2 concentration. This study aims to address these two challenges through dynamic process modelling, simulation and rigorous multi-objective optimisation of a solid sorbent-based temperature vacuum swing adsorption (S-TVSA) cycle. The system utilises an advanced amine-functionalized sorbent, selected for its favourable low-temperature regeneration kinetics.A technical performance assessment was conducted using a first-principle mathematical model to accurately simulate mass and heat transfer in the adsorbent beds. To improve system viability, a multi-objective optimisation with NSGA-II in MATLAB was performed, maximising CO2 productivity and minimising energy demand. The optimisation targeted key parameters like adsorption/desorption time, temperature, and pressure. The Pareto frontier shows trade-offs, identifying optimal points that minimise Weq and energy use. These results provide a pathway to reduce energy costs and enhance the economic viability of solid-sorbent DAC technology.
Record ID
Keywords
amine-functionalised sorbent, Direct air capture, performance evaluation, process modelling, Process optimisation, temperature vacuum swing adsorption
Subject
Suggested Citation
Akinola TE, Wang M. Process modelling and multi-objective optimisation of solid sorbent-based direct air capture. Systems and Control Transactions 5:1088-1094 (2026) https://doi.org/10.69997/sct.105946
Author Affiliations
Akinola TE: The University of Sheffield, School of Chemical, Materials and Biological Engineering, Sheffield S1 3JD, South Yorkshire, United Kingdom [ORCID]
Wang M: The University of Sheffield, School of Chemical, Materials and Biological Engineering, Sheffield S1 3JD, South Yorkshire, United Kingdom [ORCID]
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Wang M: The University of Sheffield, School of Chemical, Materials and Biological Engineering, Sheffield S1 3JD, South Yorkshire, United Kingdom [ORCID]
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Journal Name
Systems and Control Transactions
Volume
5
First Page
1088
Last Page
1094
Year
2026
Publication Date
2026-06-12
Version Comments
Original Submission
Other Meta
PII: 1088-1094-205-SCT-5-2026, Publication Type: Journal Article
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Published Article

LAPSE:2026.0340
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https://doi.org/10.69997/sct.105946
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[v1] (Original Submission)
Jun 12, 2026
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Jun 12, 2026
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Links to Related Works
References Cited
- Stampi-Bombelli V, van der Spek M, Mazzotti M. Analysis of direct capture of $${hbox {CO}}_{2}$$ from ambient air via steam-assisted temperature-vacuum swing adsorption. Adsorption 26:1183-1197 (2020) https://doi.org/10.1007/s10450-020-00249-w
- NOAA Research. Trends in Atmospheric Carbon Dioxide (CO2) 2025. https://gml.noaa.gov/ccgg/trends/weekly.html (accessed October 24, 2025).
- IEA. Net Zero by 2050. IEA, Paris 2021. https://www.iea.org/reports/net-zero-by-2050, Licence: CC BY 4.0 (accessed October 24, 2024).
- IEA. Direct Air Capture 2022. IEA, Paris 2022. https://www.iea.org/reports/direct-air-capture-2022, Licence: CC BY 4.0.
- Ward A, Papathanasiou MM, Pini R. The impact of design and operational parameters on the optimal performance of direct air capture units using solid sorbents. Adsorption 30:1829-1848 (2024) https://doi.org/10.1007/s10450-024-00526-y
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