Constant specific growth rate in fed-batch cultivation of Bordetella pertussis using adaptive control

被引:38
|
作者
Soons, Z. I. T. A.
Voogt, J. A.
van Straten, G.
van Boxtel, A. J. B.
机构
[1] Univ Wageningen & Res Ctr, Agrotechnol & Food Sci Syst & Control Grp, NL-6700 AA Wageningen, Netherlands
[2] Netherlands Vaccine Inst, NL-3720 AL Bilthoven, Netherlands
关键词
model-reference adaptive control; biopharmaceuticals; fed-batch cultivation; specific growth rate; dissolved oxygen; Bordetella pertussis;
D O I
10.1016/j.jbiotec.2006.03.005
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Monitoring and control of production processes for biopharmaceuticals have become standard requirements to support consistency and quality. In this paper, a constant specific growth rate in fed-batch cultivation of Bordetella pertussis is achieved by a newly designed specific growth rate controller. The performance of standard control methods is limited because of the time-varying characteristics due to the exponentially increasing biomass and volume. To cope with the changing dynamics, a stable model reference adaptive controller is designed which adapts the controller settings as volume and biomass increase. An important asset of the design is that dissolved oxygen is the only required online measurement. An original design without considering the dissolved oxygen dynamics resulted experimentally in oscillatory behaviour. Hence, in contrast to common believes, it is essential to include dissolved oxygen dynamics. The robustness of this novel design was tested in simulation. The validity of the design was confirmed by laboratory experiments for small-scale production of B. pertussis. The controller was able to regulate the specific growth rate at the desired set point, even during a long fed-batch cultivation time with exponentially increasing demands for substrates and oxygen. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:252 / 268
页数:17
相关论文
共 50 条
  • [41] Effects of growth rate on the production of Pseudomonas fluorescens lipase during the fed-batch cultivation of Escherichia coli
    Kim, SS
    Kim, EK
    Rhee, JS
    BIOTECHNOLOGY PROGRESS, 1996, 12 (05) : 718 - 722
  • [42] Robust Control for Cultivation of Microorganisms in a High Density Fed-Batch Bioreactor
    Rodriguez, A. E.
    Luna, R.
    Perez, J. R.
    Torres, J.
    Dominguez, A.
    Sira, H.
    Castro, R.
    IEEE LATIN AMERICA TRANSACTIONS, 2015, 13 (06) : 1927 - 1933
  • [43] Constant-volume fed-batch operation for high density cultivation of hyperthermophilic aerobes
    Park, CB
    Lee, SB
    BIOTECHNOLOGY TECHNIQUES, 1997, 11 (05) : 277 - 281
  • [44] ADAPTIVE pH CONTROL SYSTEM FOR FED-BATCH BIOCHEMICAL PROCESSES
    Galvanauskas, Vytautas
    INFORMATION TECHNOLOGY AND CONTROL, 2009, 38 (03): : 225 - 231
  • [45] OPTIMAL ADAPTIVE-CONTROL OF FED-BATCH FERMENTATION PROCESSES
    VANIMPE, JF
    BASTIN, G
    CONTROL ENGINEERING PRACTICE, 1995, 3 (07) : 939 - 954
  • [46] Nonlinear Indirect Adaptive Control of a Fed-batch Fermentation Bioprocess
    Selisteanu, Dan
    Petre, Emil
    Sendrescu, Dorin
    Roman, Monica
    2012 17TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2012, : 367 - 372
  • [47] MODELING AND ADAPTIVE-CONTROL OF FED-BATCH PENICILLIN FERMENTATION
    MONTAGUE, GA
    MORRIS, AJ
    WRIGHT, AR
    AYNSLEY, M
    WARD, A
    CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1986, 64 (04): : 567 - 580
  • [48] Discussion on: "Adaptive extremum seeking control of fed-batch bioreactors"
    Krstic, M
    EUROPEAN JOURNAL OF CONTROL, 2003, 9 (06) : 632 - 633
  • [49] NONLINEAR ESTIMATION AND ADAPTIVE-CONTROL OF A FED-BATCH FERMENTOR
    POMERLEAU, Y
    PERRIER, M
    COMPUTER APPLICATIONS IN FERMENTATION TECHNOLOGY : MODELLING AND CONTROL OF BIOTECHNOLOGICAL PROCESSES, 1989, : 361 - 365
  • [50] Adaptive Control of Saccharomyces cerevisiae Yeasts Fed-Batch Cultivations
    Vovsik, J.
    Hrncirik, P.
    Nahlik, J.
    Mares, J.
    CHEMICAL AND BIOCHEMICAL ENGINEERING QUARTERLY, 2013, 27 (03) : 297 - 306