An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production
Accurate real-time process control is necessary to increase process efficiency, and optical sensors offer a competitive solution because they provide diverse system information in a noninvasive manner. We used an innovative scattered light sensor for the online monitoring of biomass during lactic ac...
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doaj-2ece41ca813b4b0abf537af62fda9e6a2020-11-24T23:53:12ZengMDPI AGSensors1424-82202016-03-0116341110.3390/s16030411s16030411An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid ProductionRong Fan0Mehrdad Ebrahimi1Hendrich Quitmann2Matthias Aden3Peter Czermak4Institute of Bioprocess Engineering and Membrane Technology, University of Applied Sciences Mittelhessen, Wiesenstr. 14, 35390 Giessen, GermanyInstitute of Bioprocess Engineering and Membrane Technology, University of Applied Sciences Mittelhessen, Wiesenstr. 14, 35390 Giessen, GermanyInstitute of Bioprocess Engineering and Membrane Technology, University of Applied Sciences Mittelhessen, Wiesenstr. 14, 35390 Giessen, GermanyFAUDI Aviation GmbH, Scharnhorststr. 7B, 35260 Stadtallendorf, GermanyInstitute of Bioprocess Engineering and Membrane Technology, University of Applied Sciences Mittelhessen, Wiesenstr. 14, 35390 Giessen, GermanyAccurate real-time process control is necessary to increase process efficiency, and optical sensors offer a competitive solution because they provide diverse system information in a noninvasive manner. We used an innovative scattered light sensor for the online monitoring of biomass during lactic acid production in a membrane bioreactor system because biomass determines productivity in this type of process. The upper limit of the measurement range in fermentation broth containing Bacillus coagulans was ~2.2 g·L−1. The specific cell growth rate (µ) during the exponential phase was calculated using data representing the linear range (cell density ≤ 0.5 g·L−1). The results were consistently and reproducibly more accurate than offline measurements of optical density and cell dry weight, because more data were gathered in real-time over a shorter duration. Furthermore, µmax was measured under different filtration conditions (transmembrane pressure 0.3–1.2 bar, crossflow velocity 0.5–1.5 m·s−1), showing that energy input had no significant impact on cell growth. Cell density was monitored using the sensor during filtration and was maintained at a constant level by feeding with glucose according to the fermentation kinetics. Our novel sensor is therefore suitable for integration into control strategies for continuous fermentation in membrane bioreactor systems.http://www.mdpi.com/1424-8220/16/3/411biomass measurementonline monitoringoptical sensorlactic acid productionmembrane filtration |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rong Fan Mehrdad Ebrahimi Hendrich Quitmann Matthias Aden Peter Czermak |
spellingShingle |
Rong Fan Mehrdad Ebrahimi Hendrich Quitmann Matthias Aden Peter Czermak An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production Sensors biomass measurement online monitoring optical sensor lactic acid production membrane filtration |
author_facet |
Rong Fan Mehrdad Ebrahimi Hendrich Quitmann Matthias Aden Peter Czermak |
author_sort |
Rong Fan |
title |
An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production |
title_short |
An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production |
title_full |
An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production |
title_fullStr |
An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production |
title_full_unstemmed |
An Innovative Optical Sensor for the Online Monitoring and Control of Biomass Concentration in a Membrane Bioreactor System for Lactic Acid Production |
title_sort |
innovative optical sensor for the online monitoring and control of biomass concentration in a membrane bioreactor system for lactic acid production |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2016-03-01 |
description |
Accurate real-time process control is necessary to increase process efficiency, and optical sensors offer a competitive solution because they provide diverse system information in a noninvasive manner. We used an innovative scattered light sensor for the online monitoring of biomass during lactic acid production in a membrane bioreactor system because biomass determines productivity in this type of process. The upper limit of the measurement range in fermentation broth containing Bacillus coagulans was ~2.2 g·L−1. The specific cell growth rate (µ) during the exponential phase was calculated using data representing the linear range (cell density ≤ 0.5 g·L−1). The results were consistently and reproducibly more accurate than offline measurements of optical density and cell dry weight, because more data were gathered in real-time over a shorter duration. Furthermore, µmax was measured under different filtration conditions (transmembrane pressure 0.3–1.2 bar, crossflow velocity 0.5–1.5 m·s−1), showing that energy input had no significant impact on cell growth. Cell density was monitored using the sensor during filtration and was maintained at a constant level by feeding with glucose according to the fermentation kinetics. Our novel sensor is therefore suitable for integration into control strategies for continuous fermentation in membrane bioreactor systems. |
topic |
biomass measurement online monitoring optical sensor lactic acid production membrane filtration |
url |
http://www.mdpi.com/1424-8220/16/3/411 |
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