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Self-tuning control of dissolved oxygen concentration in a batch bioreactor

Paper ID Volume ID Publish Year Pages File Format Full-Text
19277 43056 2009 10 PDF Available
Title
Self-tuning control of dissolved oxygen concentration in a batch bioreactor
Abstract

Two different set profiles were used during the dissolved oxygen (DO) level control in a bioreactor in which Saccharomyces cerevisiae NRRL Y-567   was produced under aerobic condition. The performance of self-tuning generalised minimum variance (STGMV) algorithm was observed and compared to conventional PID control performance. Airflow rate and agitation speed were examined as manipulated variables to determine the maximum local liquid phase volumetric mass transfer coefficient (KLaKLa). Maximum KLaKLa value was determined at 600 rpm agitation speed and 3.4 L/min airflow rate.An auto regressive moving average with eXogenous (ARMAX) model was used as the process model in the control algorithm and the system identification step. Model and tuning parameters were estimated on-line using recursive least square (RLS) method. Experimental results show that self-tuning DO concentration control by using the set profile which has five step changes performed 90% better than the performance of the same control strategy which utilized the constant set value of DO concentration. In conventional PID control applications, using the set profile which has five step changes brought about 92% decrease in the performance criteria when it is compared with the case using the constant set value of DO concentration.

Keywords
ARMAX, auto regressive moving average with eXogenous input; DO, dissolved oxygen; ISE, integral of the squared error; MV, minimum variance; GMV, generalised minimum variance; OUR, oxygen uptake rate; PID, proportional-integral-derivative control; RLS, rec
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Publisher
Database: Elsevier - ScienceDirect
Journal: Food and Bioproducts Processing - Volume 87, Issue 1, March 2009, Pages 46–55
Authors
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Subjects
Physical Sciences and Engineering Chemical Engineering Bioengineering
Get Full-Text Now
Don't Miss Today's Special Offer
Price was $35.95
You save - $31
Price after discount Only $4.95
100% Money Back Guarantee
Full-text PDF Download
Online Support
Any Questions? feel free to contact us