Multi-objective optimization of sequential simulated moving bed for multi-component separation based on multi-parameter modeling and its determination

被引:1
作者
Zhang, Xiaotong [1 ]
Liu, Juming [1 ]
Ray, Ajay K. [2 ]
Li, Yan [1 ]
机构
[1] Inner Mongolia Univ Technol, Coll Chem Engn, Hohhot 010051, Inner Mongolia, Peoples R China
[2] Western Univ, Dept Chem & Biochem Engn, London, ON N6A 5B9, Canada
基金
中国国家自然科学基金;
关键词
Sequential simulated moving bed; Multi -objective optimization; Multi; -component; Chromatographic separation; STANDING-WAVE DESIGN; VARICOL PROCESSES; UNIFIED DESIGN; CHROMATOGRAPHY; SMB; ACID;
D O I
10.1016/j.ces.2024.120172
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
This study investigates optimum solution for difficult multi-component separation and purification process based on sequential simulated moving bed (SSMB) technology. Xylo-oligosaccharides (XOS), containing XOS with polymerization degree 2-6, xylose and arabinose, was chosen as the main system due to its complex composition and low degree resolution. Multi-objective optimization (MOO) was carried out for three cases with different combinations of objective functions, decision variables and constraints. Multi-component system studied in this work is not simplified as a binary mixture while all the kinetics and isotherm parameters are considered in the SSMB modeling process. Several groups of SSMB experiments were conducted to verify the accuracy of parameter determination and to prove further the necessity and superiority of application of multi-parameter simulation. Furthermore, the MOO based on multi-parameter simulation were done, which shows that better Pareto optimal curves could be obtained when product purity, recovery, water consumption and unit throughput are simultaneously optimized with meaningful constraints. The corresponding trends of flow rate ratios, operating conditions, and internal concentration profiles for both multi-parameter and binary systems were compared and analyzed to determine a reasonable strategy for multi-component separation.
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页数:11
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共 47 条
  • [1] General optimization strategy of simulated moving bed units through design of experiments and response surface methodologies
    Aniceto, Jose P. S.
    Cardoso, Simao P.
    Silva, Carlos M.
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2016, 90 : 161 - 170
  • [2] Design of a simulated moving bed in the presence of mass-transfer resistances
    Azevedo, DCS
    Rodrigues, AE
    [J]. AICHE JOURNAL, 1999, 45 (05) : 956 - 966
  • [3] Fructose-glucose separation in a SMB pilot unit: Modeling, simulation, design, and operation
    Azevedo, DCS
    Rodrigues, AE
    [J]. AICHE JOURNAL, 2001, 47 (09) : 2042 - 2051
  • [4] Baudouin S., 2003, CITS Proceedings, Madrid 2003. Proceedings of the 22nd general assembly of the International Commission for Sugar Technology, Madrid, Spain, 18-21 May 2003, P295
  • [5] Simulated moving bed technology to improve the yield of the biotechnological production of lactobionic acid and sorbitol
    Borges da Silva, Eduardo A.
    Pedruzzi, Israel
    Rodrigues, Alirio E.
    [J]. ADSORPTION-JOURNAL OF THE INTERNATIONAL ADSORPTION SOCIETY, 2011, 17 (01): : 145 - 158
  • [6] Spatial multi-objective land use optimization: extensions to the non-dominated sorting genetic algorithm-II
    Cao, Kai
    Batty, Michael
    Huang, Bo
    Liu, Yan
    Yu, Le
    Chen, Jiongfeng
    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2011, 25 (12) : 1949 - 1969
  • [7] MTC and PED control based on Multi-objective Optimization
    Gambier, Adrian
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4727 - 4732
  • [8] COMPARISON OF THE VARIOUS KINETIC-MODELS OF NONLINEAR CHROMATOGRAPHY
    GOLSHANSHIRAZI, S
    GUIOCHON, G
    [J]. JOURNAL OF CHROMATOGRAPHY, 1992, 603 (1-2): : 1 - 11
  • [9] Hakanen J, 2007, CONTROL CYBERN, V36, P283
  • [10] Speedy standing wave design and simulated moving bed splitting strategies for the separation of ternary mixtures with linear isotherms
    Harvey, David
    Weeden, George
    Wang, Nien-Hwa Linda
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2017, 1530 : 152 - 170