title: The use of the maharanobis and modified distances for the improvement of simulation of glutamic acid production.
abstract: A modified simulation procedure based on a statistical approach was investigated. The procedure predicts the time course of fed-batch culture for glutamic acid production by a temperature-sensitive strain of Brevibacterium flavum. The statistical approach requires only a data base of state points obtained in experiments, and not perfect identification of fermentation models. The simulation procedure is based on regression analysis to estimate specific rate parameters of system equations using the data points selected with reference to the Euclid distance. It was modified in that the data selection procedure included the use of the Maharanobis distance as well as a modified distance defined in this study. Simulation results using the modified procedure allow reasonable prediction of the time course of fed-batch culture for glutamic acid compared to that involving the Euclid distance alone.
authors.affiliation: International Center of Cooperative Research in Biotechnology, Japan, Faculty of Engineering, Osaka University, 2-1, Yamada-oka, Suita-shi, Osaka 565 Japan.
authors.forename: M
authors.initials: M
authors.lastname: Kishimoto
authors.forename: C G
authors.initials: CG
authors.lastname: Alfafara
authors.forename: M
authors.initials: M
authors.lastname: Nakajima
authors.forename: T
authors.initials: T
authors.lastname: Yoshida
authors.forename: H
authors.initials: H
authors.lastname: Taguchi