LAPSE:2026.0489
Published Article

LAPSE:2026.0489
Superstructure Modelling of Membrane Systems for the Optimization and Flexible Design of Post-combustion Carbon Capture Processes
June 12, 2026
Abstract
Membranes provide an efficient method for treating flue gases to capture CO2 from various point sources, achieving high recovery and purity rates. However, the lack of systematic process-level design tools has limited the translation of advanced membrane materials into large-scale technical and economic metrics. Thus, in this study, we present a superstructure model for the design of membrane-based carbon capture, both from highly energy-intensive industries and from power plants. The superstructure model enables the flexible design and global optimization of multi-stage membrane systems. Multiple membranes are compared under technical performance indicators (specific energy and specific area), while the already commercialized polymeric membranes Polaris and PolyActive are taken into consideration for estimating their economic performance. The presented framework establishes a robust link between material innovation and optimal process design, providing a key tool for the large-scale deployment of membrane-based carbon capture.
Membranes provide an efficient method for treating flue gases to capture CO2 from various point sources, achieving high recovery and purity rates. However, the lack of systematic process-level design tools has limited the translation of advanced membrane materials into large-scale technical and economic metrics. Thus, in this study, we present a superstructure model for the design of membrane-based carbon capture, both from highly energy-intensive industries and from power plants. The superstructure model enables the flexible design and global optimization of multi-stage membrane systems. Multiple membranes are compared under technical performance indicators (specific energy and specific area), while the already commercialized polymeric membranes Polaris and PolyActive are taken into consideration for estimating their economic performance. The presented framework establishes a robust link between material innovation and optimal process design, providing a key tool for the large-scale deployment of membrane-based carbon capture.
Record ID
Keywords
carbon capture, membrane systems, optimization, superstructure
Subject
Suggested Citation
Bempeli S, Micari M. Superstructure Modelling of Membrane Systems for the Optimization and Flexible Design of Post-combustion Carbon Capture Processes. Systems and Control Transactions 5:2297-2302 (2026) https://doi.org/10.69997/sct.114207
Author Affiliations
Bempeli S: Laboratory of Advanced Separations (LAS), École Polytechnique Fédérale de Lausanne (EPFL), Sion, Switzerland, 1950
Micari M: Laboratory of Advanced Separations (LAS), École Polytechnique Fédérale de Lausanne (EPFL), Sion, Switzerland, 1950
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Micari M: Laboratory of Advanced Separations (LAS), École Polytechnique Fédérale de Lausanne (EPFL), Sion, Switzerland, 1950
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Journal Name
Systems and Control Transactions
Volume
5
First Page
2297
Last Page
2302
Year
2026
Publication Date
2026-06-12
Version Comments
Original Submission
Other Meta
PII: 2297-2302-473-SCT-5-2026, Publication Type: Journal Article
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LAPSE:2026.0489
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https://doi.org/10.69997/sct.114207
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[v1] (Original Submission)
Jun 12, 2026
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Jun 12, 2026
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References Cited
- Chatziasteriou CC, Kikkinides ES, Georgiadis MC. Recent advances on the modeling and optimization of CO2 capture processes. Computers & Chemical Engineering 165:107938 (2022) https://doi.org/10.1016/j.compchemeng.2022.107938
- Chiwaye N, Majozi T, Daramola MO. Superstructure-based optimization of membrane gas separation processes: a review. Ind. Eng. Chem. Res. 64:13905-13919 (2025) https://doi.org/10.1021/acs.iecr.4c03693
- Arias AM, Scenna NJ, Mores PL. Membrane superstructure optimization for carbon capture from cement plants. water content influence on optimal solution. International Journal of Greenhouse Gas Control 129:103964 (2023) https://doi.org/10.1016/j.ijggc.2023.103964
- Micari M, Dakhchoune M, Agrawal KV. Techno-economic assessment of postcombustion carbon capture using high-performance nanoporous single-layer graphene membranes. Journal of Membrane Science 624:119103 (2021) https://doi.org/10.1016/j.memsci.2021.119103
- Hasan MMF, Baliban RC, Elia JA, Floudas CA. Modeling, simulation, and optimization of postcombustion co2 capture for variable feed concentration and flow rate. 1. chemical absorption and membrane processes. Ind. Eng. Chem. Res. 51:15642-15664 (2012) https://doi.org/10.1021/ie301571d
- Micari M, Hsu KJ, Bempeli S, Agrawal KV. Energy- and cost-efficient CO2 capture from dilute emissions by pyridinic-graphene membranes. Nat Sustain 9:164-175 (2025) https://doi.org/10.1038/s41893-025-01696-5
- Arias AM, Mussati MC, Mores PL, Scenna NJ, Caballero JA, Mussati SF. Optimization of multi-stage membrane systems for CO 2 capture from flue gas. International Journal of Greenhouse Gas Control 53:371-390 (2016) https://doi.org/10.1016/j.ijggc.2016.08.005
- He X, Chen D, Liang Z, Yang F. Insight and comparison of energy-efficient membrane processes for CO2 capture from flue gases in power plant and energy-intensive industry. Carbon Capture Science & Technology 2:100020 (2022) https://doi.org/10.1016/j.ccst.2021.100020
- Zhang Y, Sahinidis NV. Solving continuous and discrete nonlinear programs with BARON. Comput Optim Appl 92:1123-1161 (2024) https://doi.org/10.1007/s10589-024-00633-0
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