Fuzzy-aided estimation of biological parameters based on material balances

Journal of Fermentation and Bioengineering

Volumn 86, Issue 1, 1998, Pages 111-117

  Horiuchi, Jun Ichi ^a   Kishimoto, Michimasa ^b  

^a Toyo Engineering Corporation   (Japan)

^b OSAKA UNIVERSITY   (Japan)

Author keywords

Biological parameters; Fuzzy inference; Material balance; Monitoring

Indexed keywords

CARBON DIOXIDE; ESCHERICHIA COLI; FERMENTATION; FUZZY SETS; GLUCOSE; INFERENCE ENGINES; METABOLISM; PH EFFECTS;

ACETATE; CARBON DIOXIDE EVOLUTION RATE (CER); FUZZY INFERENCE;

BATCH CELL CULTURE;

ACETIC ACID; CARBON DIOXIDE; GLUCOSE;

ALGORITHM; ARTICLE; BACTERIUM CULTURE; ESCHERICHIA COLI; FERMENTATION; NONHUMAN; PARAMETER; PH;

BACTERIA (MICROORGANISMS); ESCHERICHIA COLI; NEGIBACTERIA;

EID: 0031857309     PISSN: 0922338X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0922-338X(98)80042-1     Document Type: Article

References (9)

1. Cooney, C. L., Wang, H. Y., and Wang, D. I. C.: Computer-aided material balancing for prediction of fermentation parameters. Biotechnol. Bioeng., 19, 55-67 (1977).
2. Wang, H. Y., Cooney, C. L., and Wang, D. I. C.: On-line gas analysis for material balances and control. Biotechnol. Bioeng., 9, 13-23 (1979).
3. Kishimoto, M., Kitta, Y., Takeuchi, S., Nakajima, M., and Yoshida, T.: Computer control of glutamic acid production based on fuzzy clusterization of culture phases. J. Ferment. Bioeng., 72, 110-114 (1991).
4. Horiuchi, J., Kamasawa, M., Miyakawa, H., and Kishimoto, M.: Phase control of fed-batch culture for α-amylase production based on culture phase identification using fuzzy inference. J. Ferment. Bioeng., 76, 207-212 (1993).
5. Horiuchi, J., Kamasawa, M., Miyakawa, H., Kishimoto, M., and Momose, H.: Effective β-galactosidase production by recombinant Escherichia coli based on culture phase identification using fuzzy set theory. J. Ferment. Bioeng., 76, 382-387 (1993).
6. 2 production, proc. of Computer Applications in Biotechnology, 7 (1998).
7. Horiuchi, J., Kishimoto, M., and Momose, H.: Hybrid simulation of microbial behavior combining a statistical procedure and fuzzy identification of culture phases. J. Ferment. Bioeng., 79, 297-299 (1995).
8. Horiuchi, J., Kamasawa, M., Miyakawa, H., Kishimoto, M., and Momose, H.: Effects of pH on expression and stabilization of β-galactosidase by recombinant E. coli with a thermally-inducible expression system. Biotechnol. Lett., 16, 113-118 (1994).
9. Yamane, T., Hibino, W., Ishihara, K., Kadotani, Y., and Kominami, M.: Fed-batch culture automated by uses of continuously measured cell concentration and culture volume. Biotechnol. Bioeng., 39, 550-555 (1992).