메뉴 건너뛰기




Volumn 32, Issue 3, 2009, Pages 381-388

Monitoring of fed-batch E. coli fermentations with software sensors

Author keywords

Biomass; Fed batch fermentation; Nonlinear systems; Software sensors; State estimation

Indexed keywords

ASYMPTOTIC OBSERVERS; BIOMASS CONCENTRATIONS; BIOPROCESS; E. COLI; EXPERIMENTAL DATUM; FED BATCHES; FED-BATCH FERMENTATION; FERMENTATION MONITORING; MONITORING AND CONTROLS; ON-LINE ESTIMATIONS; SOFTWARE SENSORS;

EID: 62949142138     PISSN: 16157591     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00449-008-0257-x     Document Type: Article
Times cited : (51)

References (32)
  • 1
    • 62949138368 scopus 로고
    • Elsevier Amsterdam
    • Bastin G, Dochain D (1990) On-line estimation and adaptive control of bioreactors. Elsevier, Amsterdam
    • (1990)
    • Bastin, G.1    Dochain, D.2
  • 2
    • 0141830951 scopus 로고    scopus 로고
    • State and parameter estimation in chemical and biochemical processes: A tutorial
    • D Dochain 2003 State and parameter estimation in chemical and biochemical processes: a tutorial J Proc Control 13 801 818
    • (2003) J Proc Control , vol.13 , pp. 801-818
    • Dochain, D.1
  • 3
    • 2542508565 scopus 로고    scopus 로고
    • Software sensors in bioprocess engineering
    • A Cheruy 1997 Software sensors in bioprocess engineering J Biotechnol 52 193 199
    • (1997) J Biotechnol , vol.52 , pp. 193-199
    • Cheruy, A.1
  • 4
    • 0033166596 scopus 로고    scopus 로고
    • Implementation of observer for on-line estimation of concentration in continuous-stirred membrane bioreactor: Application to the fermentation of lactose
    • M Lombardi K Fiaty P Laurent 1999 Implementation of observer for on-line estimation of concentration in continuous-stirred membrane bioreactor: Application to the fermentation of lactose Chem Eng Sci 54 2689 2696
    • (1999) Chem Eng Sci , vol.54 , pp. 2689-2696
    • Lombardi, M.1    Fiaty, K.2    Laurent, P.3
  • 5
    • 0034661658 scopus 로고    scopus 로고
    • Soft sensors development for on-line bioreactor state estimation
    • AJ Assis RM Filho 2000 Soft sensors development for on-line bioreactor state estimation Comput Chem Eng 24 1099 1103
    • (2000) Comput Chem Eng , vol.24 , pp. 1099-1103
    • Assis, A.J.1    Filho, R.M.2
  • 6
    • 2442438931 scopus 로고    scopus 로고
    • Parameter identification for state estimation-application to bioprocess software sensors
    • P Bogaerts A Vande Wouwer 2004 Parameter identification for state estimation-application to bioprocess software sensors Chem Eng Sci 59 2465 2476
    • (2004) Chem Eng Sci , vol.59 , pp. 2465-2476
    • Bogaerts, P.1    Vande Wouwer, A.2
  • 7
    • 10444289849 scopus 로고    scopus 로고
    • State estimation for nonlinear systems under model uncertainties: A class of sliding-mode observers
    • R Aguilar-Lopez R Maya-Yescas 2005 State estimation for nonlinear systems under model uncertainties: a class of sliding-mode observers J Proc Control 15 363 370
    • (2005) J Proc Control , vol.15 , pp. 363-370
    • Aguilar-Lopez, R.1    Maya-Yescas, R.2
  • 10
    • 31544447718 scopus 로고    scopus 로고
    • Probabilistic observers for a class of uncertain biological processes
    • B Chachuat O Bernard 2006 Probabilistic observers for a class of uncertain biological processes Int J Robust Nonlinear Control 16 157 171
    • (2006) Int J Robust Nonlinear Control , vol.16 , pp. 157-171
    • Chachuat, B.1    Bernard, O.2
  • 12
    • 0026735041 scopus 로고
    • Application of an extended kalman filter method for monitoring high density cultivation of Escherichia coli
    • A Dubach H Märkl 1992 Application of an extended kalman filter method for monitoring high density cultivation of Escherichia coli J Ferment Bioeng 73 396 402
    • (1992) J Ferment Bioeng , vol.73 , pp. 396-402
    • Dubach, A.1    Märkl, H.2
  • 13
    • 0033001060 scopus 로고    scopus 로고
    • A hybrid asymptotic-Kalman observer for bioprocesses
    • Ph Bogaerts 1999 A hybrid asymptotic-Kalman observer for bioprocesses Bioproc Eng 20 249 255
    • (1999) Bioproc Eng , vol.20 , pp. 249-255
    • Ph, B.1
  • 14
    • 0034625756 scopus 로고    scopus 로고
    • Estimation of the respiratory quotient in a bicarbonate buffered batch cell cultivation
    • R Neeleman EJ van den End AJB Van Boxtel 2000 Estimation of the respiratory quotient in a bicarbonate buffered batch cell cultivation J Biotechnol 80 85 95
    • (2000) J Biotechnol , vol.80 , pp. 85-95
    • Neeleman, R.1    Van Den End, E.J.2    Van Boxtel, A.J.B.3
  • 15
    • 0037375561 scopus 로고    scopus 로고
    • Online estimation of stirred-tank microalgal photobioreactor cultures based on dissolved oxygen measurement
    • J Li NS Xu WW Su 2003 Online estimation of stirred-tank microalgal photobioreactor cultures based on dissolved oxygen measurement Biochem Eng J 14 51 65
    • (2003) Biochem Eng J , vol.14 , pp. 51-65
    • Li, J.1    Xu, N.S.2    Su, W.W.3
  • 16
    • 1142305948 scopus 로고    scopus 로고
    • Kalman filter based glucose control at small set points during fed-batch cultivation of Saccharomyces cerevisiae
    • M Arndt B Hitzmann 2004 Kalman filter based glucose control at small set points during fed-batch cultivation of Saccharomyces cerevisiae Biotechnol Progr 20 377 383
    • (2004) Biotechnol Progr , vol.20 , pp. 377-383
    • Arndt, M.1    Hitzmann, B.2
  • 17
    • 15744400671 scopus 로고    scopus 로고
    • A feedforward-feedback substrate controller based on a Kalman filter for a fed-batch cultivation of Escherichia coli producing phytase
    • M Arndt S Kleist G Miksch K Friehs E Flaschel J Trierweiler B Hitzmann 2005 A feedforward-feedback substrate controller based on a Kalman filter for a fed-batch cultivation of Escherichia coli producing phytase Comput Chem Eng 29 1113 1120
    • (2005) Comput Chem Eng , vol.29 , pp. 1113-1120
    • Arndt, M.1    Kleist, S.2    Miksch, G.3    Friehs, K.4    Flaschel, E.5    Trierweiler, J.6    Hitzmann, B.7
  • 18
    • 0035440018 scopus 로고    scopus 로고
    • State observation and adaptive linearizing control for distributed parameter (bio) chemical reactors
    • D Dochain 2001 State observation and adaptive linearizing control for distributed parameter (bio) chemical reactors Int J Adapt Control Signal Process 15 633 653
    • (2001) Int J Adapt Control Signal Process , vol.15 , pp. 633-653
    • Dochain, D.1
  • 19
    • 0033063801 scopus 로고    scopus 로고
    • State observation of a nonlinear system: Application to (bio)chemical processes
    • M Farza H Hammouri C Jallut J Lieto 1999 State observation of a nonlinear system: application to (bio)chemical processes AIChE J 45 93 106
    • (1999) AIChE J , vol.45 , pp. 93-106
    • Farza, M.1    Hammouri, H.2    Jallut, C.3    Lieto, J.4
  • 20
    • 0036680994 scopus 로고    scopus 로고
    • Adaptive nonlinear observers of microbial growth processes
    • T Zhang M Guay 2002 Adaptive nonlinear observers of microbial growth processes J Proc Control 12 633 643
    • (2002) J Proc Control , vol.12 , pp. 633-643
    • Zhang, T.1    Guay, M.2
  • 21
    • 0242337438 scopus 로고    scopus 로고
    • State observers for processes with uncertain kinetics
    • D Dochain 2003 State observers for processes with uncertain kinetics Int J Control 76 1483 1492
    • (2003) Int J Control , vol.76 , pp. 1483-1492
    • Dochain, D.1
  • 22
    • 14644415989 scopus 로고    scopus 로고
    • Interval observers for biochemical processes with uncertain kinetics and inputs
    • A Rapaport D Dochain 2005 Interval observers for biochemical processes with uncertain kinetics and inputs Math Biosci 193 235 253
    • (2005) Math Biosci , vol.193 , pp. 235-253
    • Rapaport, A.1    Dochain, D.2
  • 23
    • 13444249565 scopus 로고    scopus 로고
    • Bounded error moving horizon state estimator for non-linear continuous- time systems: Application to a bioprocess system
    • T Raissi N Ramdani Y Candau 2005 Bounded error moving horizon state estimator for non-linear continuous- time systems: application to a bioprocess system J Proc Control 15 537 545
    • (2005) J Proc Control , vol.15 , pp. 537-545
    • Raissi, T.1    Ramdani, N.2    Candau, Y.3
  • 24
    • 52149103177 scopus 로고    scopus 로고
    • State observer scheme for joint kinetic parameter and state estimation
    • doi: 10.1016/j.ces.2007.11.042
    • Hulhoven X, Vande Wouwer A, Bogaerts Ph (2007) State observer scheme for joint kinetic parameter and state estimation. Chem Eng Sci. doi: 10.1016/j.ces.2007.11.042
    • (2007) Chem Eng Sci
    • Hulhoven, X.1    Vande Wouwer, A.2    Bogaerts, Ph.3
  • 25
    • 39149120845 scopus 로고    scopus 로고
    • On-line estimation of biomass and intracellular protein for recombinant Escherichia coli cultivated in batch and fed-batch modes
    • C-L Ko F-S Wang 2007 On-line estimation of biomass and intracellular protein for recombinant Escherichia coli cultivated in batch and fed-batch modes J Chin Inst Chem Engrs 38 197 203
    • (2007) J Chin Inst Chem Engrs , vol.38 , pp. 197-203
    • Ko, C.-L.1    Wang, F.-S.2
  • 26
    • 37249066180 scopus 로고    scopus 로고
    • Control of cultivation processes for recombinant protein production: A review
    • S Gnoth M Jenzsch R Simutis A Lübbert 2008 Control of cultivation processes for recombinant protein production: a review Bioprocess Biosyst Eng 31 21 39
    • (2008) Bioprocess Biosyst Eng , vol.31 , pp. 21-39
    • Gnoth, S.1    Jenzsch, M.2    Simutis, R.3    Lübbert, A.4
  • 28
    • 0036644636 scopus 로고    scopus 로고
    • On-line simultaneous monitoring of glucose and acetate with FIA during high cell density fermentation of recombinant E. coli
    • I Rocha EC Ferreira 2002 On-line simultaneous monitoring of glucose and acetate with FIA during high cell density fermentation of recombinant E. coli Anal Chim Acta 462 293 304
    • (2002) Anal Chim Acta , vol.462 , pp. 293-304
    • Rocha, I.1    Ferreira, E.C.2
  • 29
    • 62949135740 scopus 로고    scopus 로고
    • Design of estimators for specific growth rate control in a fed-batch E. coli fermentation
    • I Troch, F Breitenecker (eds) Vienna full papers CD, 1.1-1.9, (ISBN 3-901608-30-3)
    • Rocha I, Veloso ACA, Ferreira EC (2006) Design of estimators for specific growth rate control in a fed-batch E. coli fermentation. In: I Troch, F Breitenecker (eds) 5th MATHMOD Vienna, vol 2: full papers CD, 1.1-1.9, (ISBN 3-901608-30-3)
    • (2006) 5th MATHMOD , vol.2
    • Rocha, I.1    Veloso, A.C.A.2    Ferreira, E.C.3
  • 30
    • 0025383344 scopus 로고
    • Estimation of multiple specific growth rates in bioprocesses
    • Y Pomerleau M Perrier 1990 Estimation of multiple specific growth rates in bioprocesses AIChE J 136 207 215
    • (1990) AIChE J , vol.136 , pp. 207-215
    • Pomerleau, Y.1    Perrier, M.2
  • 31
    • 0343673969 scopus 로고    scopus 로고
    • Tuning of observer-based estimators: Theory and application to the on-line estimation of kinetic parameters
    • M Perrier S Feyo de Azevedo EC Ferreira D Dochain 2000 Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters Control Eng Pract 8 377 388
    • (2000) Control Eng Pract , vol.8 , pp. 377-388
    • Perrier, M.1    Feyo De Azevedo, S.2    Ferreira, E.C.3    Dochain, D.4
  • 32
    • 2342513402 scopus 로고    scopus 로고
    • Closed loop observers bundle for uncertain biotechnological models
    • O Bernard J-L Gouzé 2004 Closed loop observers bundle for uncertain biotechnological models J Proc Control 14 765 774
    • (2004) J Proc Control , vol.14 , pp. 765-774
    • Bernard, O.1    Gouzé, J.-L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.