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...

Full description

Bibliographic Details
Main Authors: Rong Fan, Mehrdad Ebrahimi, Hendrich Quitmann, Matthias Aden, Peter Czermak
Format: Article
Language:English
Published: MDPI AG 2016-03-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/3/411
id doaj-2ece41ca813b4b0abf537af62fda9e6a
record_format Article
spelling 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
work_keys_str_mv AT rongfan aninnovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT mehrdadebrahimi aninnovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT hendrichquitmann aninnovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT matthiasaden aninnovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT peterczermak aninnovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT rongfan innovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT mehrdadebrahimi innovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT hendrichquitmann innovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT matthiasaden innovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
AT peterczermak innovativeopticalsensorfortheonlinemonitoringandcontrolofbiomassconcentrationinamembranebioreactorsystemforlacticacidproduction
_version_ 1725470669621166080