A mid-ranging control strategy for non-stationary processes and its application to dissolved oxygen control in a bioprocess

In this study a modified mid-ranging strategy is proposed where the controller for the secondary manipulated variable uses its own output as its setpoint, possibly with an offset and/or re-scaling. This modification allows the manipulated variables to increase in unison so that the mid-ranging advantage of utilizing the fast dynamics of the primary controller to regulate the process can be achieved also in non-stationary processes, while not adding complexity to the controller. The proposed control strategy has been implemented in pilot-scale (5001) industrial bioprocesses where it is used to control the dissolved oxygen level by manipulating agitator speed and aeration rate. The controller is demonstrated to perform well in these, outperforming a reference controller which has previously been shown to give satisfactory control performance. It is also shown in similar experiments that the strategy can easily be adapted to control dissolved oxygen in bioprocesses where the feed rate is controlled using an extremum-seeking controller. The proposed strategy is generally applicable to non-stationary processes where a mid-ranging approach is suitable. (C) 2015 Elsevier Ltd. All rights reserved. (Less)

[1]  S. Velut,et al.  Anti-windup in mid-ranging control , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[2]  Gunnar Lidén,et al.  Understanding the bioreactor , 2002 .

[3]  Tore Hägglund,et al.  Advanced PID Control , 2005 .

[4]  Tore Hägglund,et al.  Feed rate control in fed‐batch fermentations based on frequency content analysis , 2013, Biotechnology progress.

[5]  Gordon A. Hughmark,et al.  Power Requirements and Interfacial Area in Gas-Liquid Turbine Agitated Systems , 1980 .

[6]  F. García-Ochoa,et al.  Bioreactor scale-up and oxygen transfer rate in microbial processes: an overview. , 2009, Biotechnology advances.

[7]  J. D. Preez,et al.  AN ELECTRONIC CONTROLLER FOR MAINTAINING LOW DISSOLVED OXYGEN LEVELS IN A BENCH-TOP FERMENTOR , 1989 .

[8]  F. Priest,et al.  Extracellular enzyme synthesis in a sporulation-deficient strain of Bacillus licheniformis , 1995, Applied and environmental microbiology.

[9]  K. Yamuna Rani,et al.  Control of fermenters : a review , 1999 .

[10]  Per Hagander,et al.  A Gain-scheduling Approach for Control of Dissolved Oxygen in Stirred Bioreactors , 1999 .

[11]  J. Nielsen,et al.  Bioreaction Engineering Principles , 1994, Springer US.

[12]  R. G. Eagon PSEUDOMONAS NATRIEGENS, A MARINE BACTERIUM WITH A GENERATION TIME OF LESS THAN 10 MINUTES , 1962, Journal of bacteriology.

[13]  F. G. Greg Shinskey,et al.  Process Control Systems: Application, Design and Tuning , 1990 .

[14]  Shiro Ogawa,et al.  Design and tuning of valve position controllers with industrial applications , 2003 .

[15]  Krist V. Gernaey,et al.  Gassed and ungassed power draw in a pilot scale 550 litre fermentor retrofitted with up-pumping hydrofoil B2 impellers in media of different viscosity and with very high power draw , 2008 .