Identification of reaction networks for bioprocesses: determination of a partially unknown pseudo-stoichiometric matrix.

Abstract:

:In this paper we propose a methodology to determine the structure of the pseudo-stoichiometric coefficient matrix K in a mass balance-based model and to identify its coefficients from a set of available data. The first stage consists in estimating the number of reactions that must be taken into account to represent the main mass transfer within the bioreactor. This provides the dimension of K. Then we propose a method to directly determine the structure of the matrix (i.e. mainly its zeros and the signs of its coefficients). These methods are illustrated with simulations of a process of lipase production from olive oil by Candida rugosa.

journal_name

Bioprocess Biosyst Eng

authors

Bernard O,Bastin G

doi

10.1007/s00449-005-0407-3

subject

Has Abstract

pub_date

2005-08-01 00:00:00

pages

293-301

issue

5

eissn

1615-7591

issn

1615-7605

journal_volume

27

pub_type

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