Modeling and prediction of bioprocesses using multiple regression analysis

被引:0
作者
Teeradakorn, S [1 ]
Kishimoto, M [1 ]
Yoshida, T [1 ]
机构
[1] Chulalongkorn Univ, Inst Biotechnol & Genet Engn, Bangkok 10330, Thailand
来源
COMPUTER APPLICATIONS IN BIOTECHNOLOGY 1998: HORIZON OF BIOPROCESS SYSTEMS ENGINEERING IN 21ST CENTURY | 1998年
关键词
modeling; prediction; regression analysis;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new approach of dealing with a regression analysis model was proposed for better prediction of state variable changes in glucose isomerase production by a Streptomyces fusant D3. A correction factor was introduced in the regression equation for the estimation of specific rate parameters taking into account the data distribution. Copyright (C) 1998 IFAC.
引用
收藏
页码:209 / 214
页数:6
相关论文
共 11 条
[1]  
BRADFORD MM, 1976, ANAL BIOCHEM, V72, P248, DOI 10.1016/0003-2697(76)90527-3
[2]  
DISCHE Z, 1951, J BIOL CHEM, V192, P583
[3]   COLORIMETRIC METHOD FOR DETERMINATION OF SUGARS AND RELATED SUBSTANCES [J].
DUBOIS, M ;
GILLES, KA ;
HAMILTON, JK ;
REBERS, PA ;
SMITH, F .
ANALYTICAL CHEMISTRY, 1956, 28 (03) :350-356
[4]   HYBRID SIMULATION OF MICROBIAL BEHAVIOR COMBINING A STATISTICAL PROCEDURE AND FUZZY IDENTIFICATION OF CULTURE PHASES [J].
HORIUCHI, JI ;
KISHIMOTO, M ;
MOMOSE, H .
JOURNAL OF FERMENTATION AND BIOENGINEERING, 1995, 79 (03) :297-299
[5]   CELLULASE PRODUCTION BY A SOLID-STATE CULTURE SYSTEM [J].
KIM, JH ;
HOSOBUCHI, M ;
KISHIMOTO, M ;
SEKI, T ;
YOSHIDA, T ;
TAGUCHI, H ;
RYU, DDY .
BIOTECHNOLOGY AND BIOENGINEERING, 1985, 27 (10) :1445-1450
[6]  
KISHIMOTO M, 1981, J FERMENT TECHNOL, V59, P43
[7]   USE OF DINITROSALICYLIC ACID REAGENT FOR DETERMINATION OF REDUCING SUGAR [J].
MILLER, GL .
ANALYTICAL CHEMISTRY, 1959, 31 (03) :426-428
[8]   A FUZZY-SUPPORTED EXTENDED KALMAN FILTER - A NEW APPROACH TO STATE ESTIMATION AND PREDICTION EXEMPLIFIED BY ALCOHOL FORMATION IN BEER BREWING [J].
SIMUTIS, R ;
HAVLIK, I ;
LUBBERT, A .
JOURNAL OF BIOTECHNOLOGY, 1992, 24 (03) :211-234
[9]  
SUPAJUNYA N, 1984, J SCI RES CHULALONGK, V9, P27
[10]  
TEERADAKORN S, 1997, IN PRESS BIOCH ENG J