Control of continuous fed-batch fermentation process using neural network based model predictive controller

Bioprocess and Biosystems Engineering

Volumn 32, Issue 6, 2009, Pages 801-808

  Kiran, A Uma Maheshwar ^a   Jana, Asim Kumar ^b  

^a MCMASTER UNIVERSITY   (Canada)

^b DR B R AMBEDKAR NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Fed batch fermentation; Neural network model predictive controller (NNMPC); Simulation

Indexed keywords

BAKER'S YEAST; CARBON DIOXIDE EVOLUTION RATE; FED BATCHES; FED-BATCH FERMENTATION; FEED-RATES; METABOLITE PRODUCTION; MODEL PREDICTIVE CONTROLLERS; NEURAL NETWORK MODEL PREDICTIVE CONTROLLER (NNMPC); OPTIMIZERS; OXYGEN UPTAKE RATES; SET-POINT TRACKING; SIMULATION;

CARBON DIOXIDE; CELL MEMBRANES; FERMENTATION; GLUCOSE; GROWTH KINETICS; MODEL PREDICTIVE CONTROL; NEURAL NETWORKS; OXYGEN; PREDICTIVE CONTROL SYSTEMS; SIMULATORS;

CONTROLLERS;

CARBON DIOXIDE; GLUCOSE; OXYGEN;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CONTINUOUS FLOW REACTOR; FED BATCH FERMENTATION; FERMENTATION MONITORING; FERMENTATION OPTIMIZATION; MODEL; OXYGEN CONSUMPTION; PRIORITY JOURNAL; SACCHAROMYCES CEREVISIAE; SIMULATION;

BIOREACTORS; BIOTECHNOLOGY; CARBON DIOXIDE; FERMENTATION; GLUCOSE; MODELS, BIOLOGICAL; NEURAL NETWORKS (COMPUTER); NONLINEAR DYNAMICS; OXYGEN CONSUMPTION; SACCHAROMYCES CEREVISIAE;

EID: 69249203819     PISSN: 16157591     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00449-009-0306-0     Document Type: Article

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