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Yamamoto Y, Yajima T, Kawajiri Y. Uncertainty quantification for chromatography model parameters by Bayesian inference using sequential Monte Carlo method. Chem Eng Res Des 2021. [DOI: 10.1016/j.cherd.2021.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Calderón Supelano R, Barreto AG, Secchi AR. Optimal performance comparison of the simulated moving bed process variants based on the modulation of the length of zones and the feed concentration. J Chromatogr A 2021; 1651:462280. [PMID: 34111677 DOI: 10.1016/j.chroma.2021.462280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/15/2021] [Accepted: 05/18/2021] [Indexed: 11/18/2022]
Abstract
The VariCol and ModiCon processes are two variants of the simulated moving bed (SMB) process, characterized by the modulation of the length of zones of the chromatographic column train and the feed concentration. These features give more flexibility than the conventional operation, leading to essential improvements in the separation and purification of mixtures. The optimal performance comparison of these two variants, the hybrid formed by their combination, and the conventional SMB process are scarce in the literature. This comparison helps discover new characteristics of each single and combined operation mode and creates guidelines to select the appropriate operation mode for possible real applications. In this work, the performance comparison of the ModiCon, VariCol, ModiCon+VariCol, and SMB processes is carried out in terms of maximal throughput for specific product purity values. Particular emphasis is placed on both the ModiCon and the hybrid ModiCon+VariCol processes characteristics. A strategy for combining and optimizing the ModiCon and the VariCol processes was determined. As a case study, the enantioseparation of guaifenesin was considered. In the ModiCon process, more than two modulation subintervals did not improve the performance in the separation. The optimal pattern, based on two subintervals, has zero feed concentration in the first subinterval and the maximal concentration in the second one. The best result for the hybrid operation (ModiCon+VariCol) was reached when the feed port moves simultaneously as the SMB process switching period. The optimal throughput of the ModiCon and the ModiCon+VariCol processes was almost doubled than that of the SMB process. These performances were based on larger zones I and II and not in zones II and III as occur with the SMB and VariCol process. The throughput in the hybrid operation increases more significantly than the ModiCon process when 5 columns were considered instead of 6. The hybrid operation could be more attractive for a system with a few numbers of columns.
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Affiliation(s)
- Reinaldo Calderón Supelano
- Chemical Engineering Program/COPPE, Universidade Federal do Rio de Janeiro, Centro de Tecnologia, Bloco G, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, Brazil.
| | - Amaro Gomes Barreto
- School of Chemistry, Universidade Federal do Rio de Janeiro, Centro de Tecnologia, Bloco E, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, Brazil
| | - Argimiro Resende Secchi
- Chemical Engineering Program/COPPE, Universidade Federal do Rio de Janeiro, Centro de Tecnologia, Bloco G, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, Brazil
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He QL, Zhao L. Bayesian inference based process design and uncertainty analysis of simulated moving bed chromatographic systems. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2020.116856] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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He QL, von Lieres E, Sun Z, Zhao L. Model-based process design of a ternary protein separation using multi-step gradient ion-exchange SMB chromatography. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Estupiñan Perez L, Sarkar P, Rajendran A. Experimental validation of multi-objective optimization techniques for design of vacuum swing adsorption processes. Sep Purif Technol 2019. [DOI: 10.1016/j.seppur.2019.05.039] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Lee JW, Seidel-Morgenstern A. Model Predictive Control of Simulated Moving Bed Chromatography for Binary and Pseudo-binary Separations: Simulation Study. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.ifacol.2018.09.370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Guo S, Vengsarkar P, Bentley J, Weber M, Agrawal G, Dorsi C, Kawajiri Y. A concurrent approach for process design and multicomponent adsorption modeling with local isotherms. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2017.05.043] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Advanced Operating Strategies to Extend the Applications of Simulated Moving Bed Chromatography. Chem Eng Technol 2017. [DOI: 10.1002/ceat.201700206] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Discovery of novel zeolites and multi-zeolite processes for p-xylene separation using simulated moving bed (SMB) chromatography. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2016.10.039] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Sreedhar B, Shen B, Li H, Rousseau R, Kawajiri Y. Optimal Design of Integrated SMB-Crystallization Hybrid Separation Process Using a Binary Solvent. Org Process Res Dev 2017. [DOI: 10.1021/acs.oprd.6b00294] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Balamurali Sreedhar
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, 311 Ferst Drive NW, Atlanta, Georgia 30332-0100, United States
| | - Baochun Shen
- School of Pharmaceutical Science & Yunnan Key Laboratory of Pharmacology for Natural Products, Kunming Medical University, 1168 West Chun Rong Road, Yu Hua Street, Cheng Gong New City, Kunming, Yunnan 650500, P.R. China
| | - Huayu Li
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, 311 Ferst Drive NW, Atlanta, Georgia 30332-0100, United States
| | - Ronald Rousseau
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, 311 Ferst Drive NW, Atlanta, Georgia 30332-0100, United States
| | - Yoshiaki Kawajiri
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, 311 Ferst Drive NW, Atlanta, Georgia 30332-0100, United States
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Center-cut separation of intermediately adsorbing target component by 8-zone simulated moving bed chromatography with internal recycle. J Chromatogr A 2016; 1453:19-33. [DOI: 10.1016/j.chroma.2016.04.083] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 03/25/2016] [Accepted: 04/28/2016] [Indexed: 11/21/2022]
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Papathanasiou MM, Avraamidou S, Oberdieck R, Mantalaris A, Steinebach F, Morbidelli M, Mueller-Spaeth T, Pistikopoulos EN. Advanced control strategies for the multicolumn countercurrent solvent gradient purification process. AIChE J 2016. [DOI: 10.1002/aic.15203] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Maria M. Papathanasiou
- Dept. of Chemical Engineering, Centre for Process Systems Engineering (CPSE); Imperial College London; SW7 2AZ Lodnon U.K
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77843
| | - Styliani Avraamidou
- Dept. of Chemical Engineering, Centre for Process Systems Engineering (CPSE); Imperial College London; SW7 2AZ Lodnon U.K
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77843
| | - Richard Oberdieck
- Dept. of Chemical Engineering, Centre for Process Systems Engineering (CPSE); Imperial College London; SW7 2AZ Lodnon U.K
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77843
| | - Athanasios Mantalaris
- Dept. of Chemical Engineering, Centre for Process Systems Engineering (CPSE); Imperial College London; SW7 2AZ Lodnon U.K
| | - Fabian Steinebach
- Institute for Chemical and Bioengineering; ETH Zurich; Wolfgang-Pauli-Str. 10/HCI F 129 CH-8093 Zurich Switzerland
| | - Massimo Morbidelli
- Institute for Chemical and Bioengineering; ETH Zurich; Wolfgang-Pauli-Str. 10/HCI F 129 CH-8093 Zurich Switzerland
| | - Thomas Mueller-Spaeth
- Dept. of Chemistry and Applied Biosciences, ChromaCon AG; Technoparkstr. 1 CH-8005 Zurich Switzerland
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Graça NS, Pais LS, Rodrigues AE. Separation of Ternary Mixtures by Pseudo-Simulated Moving-Bed Chromatography: Separation Region Analysis. Chem Eng Technol 2015. [DOI: 10.1002/ceat.201500157] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Agrawal G, Kawajiri Y. Full Superstructure for Multiobjective Optimization of Multicolumn Chromatography for Ternary Separations. Chem Eng Technol 2015. [DOI: 10.1002/ceat.201500104] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Sreedhar B, Kawajiri Y. Multi-column chromatographic process development using simulated moving bed superstructure and simultaneous optimization – Model correction framework. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2014.05.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Liu S, Simaria AS, Farid SS, Papageorgiou LG. Optimising chromatography strategies of antibody purification processes by mixed integer fractional programming techniques. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.05.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Systematic optimization and experimental validation of ternary simulated moving bed chromatography systems. J Chromatogr A 2014; 1356:82-95. [DOI: 10.1016/j.chroma.2014.06.028] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Revised: 06/05/2014] [Accepted: 06/08/2014] [Indexed: 11/19/2022]
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Bentley J, Li S, Kawajiri Y. Experimental Validation of Optimized Model-Based Startup Acceleration Strategies for Simulated Moving Bed Chromatography. Ind Eng Chem Res 2014. [DOI: 10.1021/ie500714p] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jason Bentley
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Suzhou Li
- Max Planck Institute for Dynamics of Complex Technical Systems, D-39106 Magdeburg, Germany
| | - Yoshiaki Kawajiri
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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Ng CK, Rousset F, Valery E, Bracewell DG, Sorensen E. Design of high productivity sequential multi-column chromatography for antibody capture. FOOD AND BIOPRODUCTS PROCESSING 2014. [DOI: 10.1016/j.fbp.2013.10.003] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Muteki K, Morgado JE, Reid GL, Wang J, Xue G, Riley FW, Harwood JW, Fortin DT, Miller IJ. Quantitative Structure Retention Relationship Models in an Analytical Quality by Design Framework: Simultaneously Accounting for Compound Properties, Mobile-Phase Conditions, and Stationary-Phase Properties. Ind Eng Chem Res 2013. [DOI: 10.1021/ie303459a] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Koji Muteki
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - James E. Morgado
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - George L. Reid
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Jian Wang
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Gang Xue
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Frank W. Riley
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Jeffrey W. Harwood
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - David T. Fortin
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Ian J. Miller
- Pfizer Worldwide Research & Development, Eastern Point Road, Groton, Connecticut 06340, United States
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Bentley J, Sloan C, Kawajiri Y. Simultaneous modeling and optimization of nonlinear simulated moving bed chromatography by the prediction–correction method. J Chromatogr A 2013; 1280:51-63. [DOI: 10.1016/j.chroma.2013.01.026] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2012] [Revised: 01/03/2013] [Accepted: 01/05/2013] [Indexed: 10/27/2022]
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24
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Lim YI. State-of-arts in Multiscale Simulation for Process Development. KOREAN CHEMICAL ENGINEERING RESEARCH 2013. [DOI: 10.9713/kcer.2013.51.1.10] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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