Implementation of observer for on-line estimation of concentration in continuous-stirred membrane bioreactor: Application to the fermentation of lactose

Chemical Engineering Science

Volumn 54, Issue 13-14, 1999, Pages 2689-2696

  Lombardi, M ^a   Fiaty, K ^a   Laurent, P ^a  

^a UNIVERSITÉ LYON 1   (France)

Author keywords

Bioprocess; Membrane reactor; Non linear observer

Indexed keywords

FERMENTATION; LACTOSE; MEMBRANE BIOREACTOR; MEMBRANE REACTOR; PROCESS MONITORING;

BIOLOGICAL MEMBRANES; BIOMASS; CHEMICAL OPERATIONS; COMPOSITION; FERMENTATION; ONLINE SYSTEMS; ORGANIC COMPOUNDS;

CONTINUOUS STIRRED MEMBRANE BIOREACTOR; LACTOSE; ON LINE ESTIMATION;

BIOREACTORS;

BIOREACTOR; FERMENTATION; MEMBRANE;

EID: 0033166596     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0009-2509(98)00417-5     Document Type: Article

References (16)

1. Aborhey, S., & Williamson, D. (1977). State and parameter estimation of microbial growth processes. Automatica, 14, 493-498.
2. Albiol, J., Robusté, J., Casas, C., & Poch, M. (1993). Biomass estimation in plant cell cultures using an extended kalman filter. Biotechnol. Prog., 9, 174-178.
3. Altaba, S. (1991). Production d'acide Lactique en Culture Continue À HauTe Densité Cellulaire Dans un BioréActeur À Membrane: CinéTique, ModéLisation et Analyse ÉConomique. Ph.D. thesis, INP de Lorraine.
4. Bastin, G., & Dochain, D. (1990). On-line Estimation and Adaptative Control of Bioreactors. Amsterdam: Elsevier.
5. Cazzador, L., & Lubenova, V. (1995). Non-linear estimation of specific growth rate for aerobic fermentation processes. Biotechnol. BioEngng, 47, 626-632.
6. Farza, M., Hammouri, H., Othman, S., & Busawon, K. (1997). Non-linear observers for parameter estimation in bioprocesses. Chem. Engng Sci., 52, 4251-4267.
7. Farza, M., Busawon, K., & Hammouri, H. (1998). Simple non-linear observers for on-line estimation kinetic rates in bioreactor. AutoMatica, 34 (3), 301-318.
8. Gauthier, J.P., Hammouri, H., & Othman, S. (1992). A simple observer for non-linear systems. Application to bioreactors. IEEE Trans. Automat. Control, 37, 875-880.
9. Gauthier, J.P., & Bornard, G. (1981). Observability for any u(t) of a class of bilinear systems. IEEE Trans. Automat. Control, 26, 922-926.
10. Hammouri, H., Celle, F., & De Leon Morales, J. (1990). Cascade observers for some multioutput nonlinear systems. Proceedings of the 29th CDC, IEEE.
11. Lombardi, M. (1996). ModéLisation, Observation et Commande Pour les BioprocéDés: Application À la Fermentation Lactique. Ph.D. thesis, University Claude Bernard de Lyon.
12. Lombardi, M., Fiaty, K., Laurent, P., & Hammouri, H. (1996). Mise au Point d'un Observateur pour un RéActeur Biocatalytique À MemBrane: Validation ExpéRimentale. SIMO '96, Toulouse, France.
13. Maher, M., Roux, G., & Dahhon, B. (1995). A method for estimations the state variables and parameters of fermentation systems. J. Chem. Tech. Biotechnol., 63, 153-159.
14. Moueddeb, H., Sanchez, J., Bardot, C., & Fick, M. (1996). Membrane bioreactor for lactic acid production. J. Membrane Sci., 114, 59-71.
15. Stephanopoulos, G., & San, K.Y. (1984). Studies on on-line bioreactor identification. Biotechnol. Bioengng, 27, 1176-1188.
16. Shimizu, H., Takamatsu, T., Shioya, S., & Suga, K. (1989). An algorithmic approach to constructing the on-line estimation system for the specific growth rate. Biotechnol. Bioengng, 33, 354-364.