LAPSE:2025.0313
Published Article

LAPSE:2025.0313
Optimal Design of Extraction-Distillation Hybrid Processes by Combining Equilibrium and Rate-Based Modeling
June 27, 2025
Abstract
Liquid-liquid extraction (LLX) is an essential technique for separating heat-sensitive, highly diluted, or azeotropic mixtures. However, the design and optimization of LLX processes can be challenging due to mass transfer limitations and complex fluid dynamics. While distillation can often be modeled using equilibrium-based (EQ-based) approaches with (constant) height equivalent to theoretical stage (HETS) values, these kinetic effects can limit the applicability of EQ-based LLX models for conceptual design. Non-equilibrium (NEQ) or rate-based modeling can account for detailed mass transfer and fluid dynamics but further increases the nonlinearity and complexity of the respective optimization problems, which should account for closed-loop solvent recovery. To successfully address these complexities, we propose an integrated methodology combining NEQ-based simulation with EQ-based superstructure optimization to design a hybrid extraction-distillation process. An NEQ model is first used to derive operation-dependent HETS correlations, which are then incorporated into an EQ-based superstructure model for techno-economic optimization targeting total annualized cost. This approach balances model fidelity and computational efficiency, providing more reliable solutions by capturing the solvent-specific mass transfer behavior. We illustrate the methodology for a dilute acetone-water system with different solvents.
Liquid-liquid extraction (LLX) is an essential technique for separating heat-sensitive, highly diluted, or azeotropic mixtures. However, the design and optimization of LLX processes can be challenging due to mass transfer limitations and complex fluid dynamics. While distillation can often be modeled using equilibrium-based (EQ-based) approaches with (constant) height equivalent to theoretical stage (HETS) values, these kinetic effects can limit the applicability of EQ-based LLX models for conceptual design. Non-equilibrium (NEQ) or rate-based modeling can account for detailed mass transfer and fluid dynamics but further increases the nonlinearity and complexity of the respective optimization problems, which should account for closed-loop solvent recovery. To successfully address these complexities, we propose an integrated methodology combining NEQ-based simulation with EQ-based superstructure optimization to design a hybrid extraction-distillation process. An NEQ model is first used to derive operation-dependent HETS correlations, which are then incorporated into an EQ-based superstructure model for techno-economic optimization targeting total annualized cost. This approach balances model fidelity and computational efficiency, providing more reliable solutions by capturing the solvent-specific mass transfer behavior. We illustrate the methodology for a dilute acetone-water system with different solvents.
Record ID
Keywords
Hybrid Processes, Process Design, Superstructure Optimization
Subject
Suggested Citation
Kruber KF, Kabra A, Polte L, Jupke A, Skiborowski M. Optimal Design of Extraction-Distillation Hybrid Processes by Combining Equilibrium and Rate-Based Modeling. Systems and Control Transactions 4:1005-1010 (2025) https://doi.org/10.69997/sct.146516
Author Affiliations
Kruber KF: Hamburg University of Technology, Institute of Process Systems Engineering, Hamburg, Germany
Kabra A: Hamburg University of Technology, Institute of Process Systems Engineering, Hamburg, Germany
Polte L: RWTH Aachen University, Chair of Fluid Process Engineering, Aachen, Germany
Jupke A: RWTH Aachen University, Chair of Fluid Process Engineering, Aachen, Germany
Skiborowski M: Hamburg University of Technology, Institute of Process Systems Engineering, Hamburg, Germany
Kabra A: Hamburg University of Technology, Institute of Process Systems Engineering, Hamburg, Germany
Polte L: RWTH Aachen University, Chair of Fluid Process Engineering, Aachen, Germany
Jupke A: RWTH Aachen University, Chair of Fluid Process Engineering, Aachen, Germany
Skiborowski M: Hamburg University of Technology, Institute of Process Systems Engineering, Hamburg, Germany
Journal Name
Systems and Control Transactions
Volume
4
First Page
1005
Last Page
1010
Year
2025
Publication Date
2025-07-01
Version Comments
Original Submission
Other Meta
PII: 1005-1010-1247-SCT-4-2025, Publication Type: Journal Article
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LAPSE:2025.0313
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https://doi.org/10.69997/sct.146516
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References Cited
- Sattler K. Thermische Trennverfahren. Wiley (2012)
- Blahušiak M, Kiss AA, Babic K, Kersten SR, Bargeman G, Schuur B. Insights into the selection and design of fluid separation processes. Sep Purif Technol 194:301-318 (2008) https://doi.org/10.1016/j.seppur.2017.10.026
- Kampwerth J, Weber B, Rußkamp J, Kaminski S, Jupke A. Towards a holistic solvent screening: On the importance of fluid dynamics in a rate-based extraction model. Chem Eng Sci 227:115905 (2020) https://doi.org/10.1016/j.ces.2020.115905
- Sanpui D, Singh MK, Khanna A. Mass transfer studies on ternary systems in a bench-scale liquid-liquid extraction (LLX) column and a comparison with simulations. Korean J Chem Eng 21(2):511-520 (2004) https://doi.org/10.1007/BF02705442
- Weber B, Meyer C, Jupke A. Performance Map for the Design of Liquid-Liquid Extraction Columns. Chem Ing Tech 91(11):1674-1680 (2019) https://doi.org/10.1002/cite.201900057
- Kampwerth J, Roth D, Polte L, Jupke A. Model-based simultaneous solvent screening and column design based on a holistic consideration of extraction and solvent recovery. Ind Eng Chem Res 61(9)3374-3382 (2022) https://doi.org/10.1021/acs.iecr.1c03312
- Waltermann T, Schlueter S, Benfer R, Knoesche C, Górak A, Skiborowski M. Model Discrimination for Multicomponent Distillation - A Geometrical Approach for Total Reflux. Chem Ing Tech 92(7):890-906 (2020) https://doi.org/10.1002/cite.202000026
- Kremser A. Theoretical analysis of absorption process. Natl Petrol News 22:43-49 (1930)
- Polte L, Raßpe-Lange L, Latz F, Jupke A, Leonhard K. COSMO-CAMPED - Solvent Design for an Extraction Distillation Considering Molecular, Process, Equipment, and Economic Optimization. Chem Ing Tech 95(3):416-426 (2023) https://doi.org/10.1002/cite.202200144
- Scheffczyk J, Schäfer P, Fleitmann L, Thien J, Redepenning C, Leonhard K, Marquardt W, Bardow A. COSMO-CAMPD: a framework for integrated design of molecules and processes based on COSMO-RS. Mol Syst Des Eng 3(4):645-657 (2018) https://doi.org/10.1039/C7ME00125H
- Kruber KF, Scheffczyk J, Leonhard K, Bardow A. A hierarchical approach for solvent selection based on successive model refinement. Comput Aided Chem Eng 43:325-330 (2018) https://doi.org/10.1016/B978-0-444-64235-6.50060-7
- Kossack S, Kraemer K, Marquardt W. Efficient Optimization-Based Design of Distillation Columns for Homogenous Azeotropic Mixtures. Ind Eng Chem Res 45(25):8492-8502 (2006) https://doi.org/10.1021/ie060117h
- Burnham KP, Anderson DR. Model Selection and Multimodel Inference. Springer New York (2004) https://doi.org/10.1007/b97636
- Scharzec B, Kruber KF, Skiborowski M. Model-based evaluation of a membrane-assisted hybrid extraction-distillation process for energy and cost-efficient purification of diluted aqueous streams. Chem Eng Sci 240:116650 (2021) https://doi.org/10.1016/j.ces.2021.116650
- Skiborowski M, Kruber KF. Exergy-based optimization for the synthesis of heat pump assisted distillation columns. Comput Aided Chem Eng 53:1351-1356 (2024) https://doi.org/10.1016/B978-0-443-28824-1.50226-X
- Woods DR. Rules of Thumb in Engineering Practice. Wiley (2007) https://doi.org/10.1002/9783527611119
- Kruber KF, Skiborowski M. Topology-Based Initialization for the Optimization-Based Design of Heteroazeotropic Distillation Processes. Processes 10(8):1482 (2022) https://doi.org/10.3390/pr10081482
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