FUZZY CONTROL OF BAKERS-YEAST FED-BATCH BIOPROCESS - A ROBUSTNESS STUDY

被引:7
作者
MAHJOUB, M
MOSRATI, R
LAMOTTE, M
FONTEIX, C
MARC, I
机构
[1] INPL,SCI GENIE CHIM LAB,CNRS,UPR 6811,1 RUE GRANDVILLE,BP 451,F-54001 NANCY,FRANCE
[2] FAC SCI NANCY,CTR RECH AUTOMAT NANCY,CNRS,URA D0821,F-54506 VANDOEUVRE NANCY,FRANCE
关键词
FUZZY LOGIC; ALGORITHM ROBUSTNESS; YEAST PRODUCTION; FED-BATCH PROCESS;
D O I
10.1016/0963-9969(94)90156-2
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The purpose of the investigation was to determine if, based on the monitoring of the residual substrate concentration, fuzzy control is an effective way of controlling a fermentation process. Various simulations were made using a knowledge model, first to evaluate the performance of the control for the biomass concentration, and then to analyze how it reacted in the presence of disturbances. Results showed high final productivity and biomass concentration. Despite different disturbances, as the feeding glucose concentration changed or the temporary substrate feed-rate increased, the fuzzy controller provided process stability and robustness near the set-point. Moreover, these properties were maintained in the case of noisy measurements.
引用
收藏
页码:145 / 153
页数:9
相关论文
共 20 条
[1]   AN ALGORITHM FOR OPERATING A FED-BATCH FERMENTER AT OPTIMUM SPECIFIC-GROWTH RATE [J].
AGRAWAL, P ;
KOSHY, G ;
RAMSEIER, M .
BIOTECHNOLOGY AND BIOENGINEERING, 1989, 33 (01) :115-125
[2]   EXPERIENCE IN USING AN ETHANOL SENSOR TO CONTROL MOLASSES FEED-RATES IN BAKERS-YEAST PRODUCTION [J].
AXELSSON, JP ;
MANDENIUS, CF ;
HOLST, O ;
HAGANDER, P ;
MATTIASSON, B .
BIOPROCESS ENGINEERING, 1988, 3 (01) :1-9
[3]   MODELING OF A FUZZY CONTROLLER WITH APPLICATION TO THE CONTROL OF BIOLOGICAL PROCESSES [J].
CZOGALA, E ;
RAWLIK, T .
FUZZY SETS AND SYSTEMS, 1989, 31 (01) :13-22
[4]  
DANTIGNY P, 1989, THESIS INPL NANCY
[5]   ONLINE DETERMINATION OF GLUCOSE IN BIOTECHNOLOGICAL PROCESSES - COMPARISON BETWEEN FIA AND AN INSITU ENZYME ELECTRODE [J].
FILIPPINI, C ;
SONNLEITNER, B ;
FIECHTER, A ;
BRADLEY, J ;
SCHMID, R .
JOURNAL OF BIOTECHNOLOGY, 1991, 18 (1-2) :153-160
[6]  
FONTEIX C, 1989, RECENTS PROGR GENIE, V3, P507
[7]   REGULATION OF OXIDOREDUCTIVE YEAST METABOLISM BY EXTRACELLULAR FACTORS [J].
FRALEIGH, S ;
BUNGAY, H ;
FIECHTER, A .
JOURNAL OF BIOTECHNOLOGY, 1989, 12 (3-4) :185-198
[8]   KNOWLEDGE-BASED CONTROL OF FERMENTATION PROCESSES [J].
KONSTANTINOV, KB ;
YOSHIDA, T .
BIOTECHNOLOGY AND BIOENGINEERING, 1992, 39 (05) :479-486
[9]  
MAHJOUB M, 1991, IMACS MCTS S VILLENE
[10]   EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER [J].
MAMDANI, EH ;
ASSILIAN, S .
INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01) :1-13