Soft Sensor Design for Bioreactor Monitoring and Control

Bioreactors ◽  
2016 ◽  
pp. 391-420
Author(s):  
Carl-Fredrik Mandenius ◽  
Robert Gustavsson
2019 ◽  
Vol 7 (12) ◽  
pp. 648 ◽  
Author(s):  
Thomas Mainka ◽  
Nicole Mahler ◽  
Christoph Herwig ◽  
Stefan Pflügl

Continuous bioprocessing using cell retention allows the achievement of high space-time yields for slow-growing organisms such as halophiles. However, the lack of efficient methods for monitoring and control limits the application of biotechnological processes in the industry. The aim of this study was to implement a control and online monitoring strategy for biomass in continuous cultures. For the first time, a feedforward cultivation strategy in a membrane-based cell retention system allowed to control the biomass concentration of the extreme halophilic Haloferax mediterranei at defined levels. Moreover, soft sensor-based biomass estimation allowed reliable monitoring of biomass online. Application of the combined monitoring and control strategy using industrial process water containing formate, phenol, aniline and 4,4′-methylenedianiline could for the first time demonstrate high throughput degradation in this extremophilic bioremediation process, obtaining degradation efficiencies of up to 100%. This process demonstrates the usefulness of continuous halophilic cultures in a circular economy application.


1984 ◽  
Vol 1 (3-4) ◽  
pp. 135-158 ◽  
Author(s):  
D.J. Clarke ◽  
B.C. Blake-Coleman ◽  
M.R. Calder ◽  
R.J.G. Carr ◽  
S.C. Moody

Author(s):  
David C. Joy

Personal computers (PCs) are a powerful resource in the EM Laboratory, both as a means of automating the monitoring and control of microscopes, and as a tool for quantifying the interpretation of data. Not only is a PC more versatile than a piece of dedicated data logging equipment, but it is also substantially cheaper. In this tutorial the practical principles of using a PC for these types of activities will be discussed.The PC can form the basis of a system to measure, display, record and store the many parameters which characterize the operational conditions of the EM. In this mode it is operating as a data logger. The necessary first step is to find a suitable source from which to measure each of the items of interest. It is usually possible to do this without having to make permanent corrections or modifications to the EM.


2016 ◽  
Author(s):  
Giacomo Giannoccaro ◽  
Armando Ursitti ◽  
Maurizio Prosperi

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