Electronic noses for bioreactor monitoring.
Electronic noses provide new possibilities for monitor the state of a cultivation non-invasively in real-time. The electronic nose uses an array of chemical gas sensors that monitors the off-gas from the bioreactor. By taking advantage of the off-gas components' different affinities towards the sensors in the array it is possible with the help of pattern recognition methods to extract valuable information from the culture in a way similar to the human nose. For example, with artificial neural networks, metabolite and biomass concentration can be predicted, the fermentability of a medium before starting the fermentation estimated, and the growth and production stages of the culture visualized. In this review these and other recent results with electronic noses from monitoring microbial and cell cultures in bioreactors are described.
Mandenius
C F
CF
Department of Physics and Measurement Technology, Linköping University, Sweden. cfm@ifm.liu.se
D000818:Animals; D001331:Automation; D019149:Bioreactors; D001709:Biotechnology / Q000295:instrumentation* / Q000379:methods*; D018929:Cell Culture Techniques / Q000379:methods; D006224:Cricetinae; D003412:Cricetulus; D008954:Models, Biological; D016571:Neural Networks, Computer; D010363:Pattern Recognition, Automated