A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.

For various experimental applications, microbial cultures at defined, constant densities are highly advantageous over simple batch cultures. Due to high costs, however, devices for continuous culture at freely defined densities still experience limited use. We have developed a small-scale turbidosta...

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Main Authors: Stefan A Hoffmann, Christian Wohltat, Kristian M Müller, Katja M Arndt
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5529016?pdf=render
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spelling doaj-884adff558a248b9b05b543cc86e8a562020-11-25T02:41:23ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01127e018192310.1371/journal.pone.0181923A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.Stefan A HoffmannChristian WohltatKristian M MüllerKatja M ArndtFor various experimental applications, microbial cultures at defined, constant densities are highly advantageous over simple batch cultures. Due to high costs, however, devices for continuous culture at freely defined densities still experience limited use. We have developed a small-scale turbidostat for research purposes, which is manufactured from inexpensive components and 3D printed parts. A high degree of spatial system integration and a graphical user interface provide user-friendly operability. The used optical density feedback control allows for constant continuous culture at a wide range of densities and offers to vary culture volume and dilution rates without additional parametrization. Further, a recursive algorithm for on-line growth rate estimation has been implemented. The employed Kalman filtering approach based on a very general state model retains the flexibility of the used control type and can be easily adapted to other bioreactor designs. Within several minutes it can converge to robust, accurate growth rate estimates. This is particularly useful for directed evolution experiments or studies on metabolic challenges, as it allows direct monitoring of the population fitness.http://europepmc.org/articles/PMC5529016?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Stefan A Hoffmann
Christian Wohltat
Kristian M Müller
Katja M Arndt
spellingShingle Stefan A Hoffmann
Christian Wohltat
Kristian M Müller
Katja M Arndt
A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
PLoS ONE
author_facet Stefan A Hoffmann
Christian Wohltat
Kristian M Müller
Katja M Arndt
author_sort Stefan A Hoffmann
title A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
title_short A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
title_full A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
title_fullStr A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
title_full_unstemmed A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter.
title_sort user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended kalman filter.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description For various experimental applications, microbial cultures at defined, constant densities are highly advantageous over simple batch cultures. Due to high costs, however, devices for continuous culture at freely defined densities still experience limited use. We have developed a small-scale turbidostat for research purposes, which is manufactured from inexpensive components and 3D printed parts. A high degree of spatial system integration and a graphical user interface provide user-friendly operability. The used optical density feedback control allows for constant continuous culture at a wide range of densities and offers to vary culture volume and dilution rates without additional parametrization. Further, a recursive algorithm for on-line growth rate estimation has been implemented. The employed Kalman filtering approach based on a very general state model retains the flexibility of the used control type and can be easily adapted to other bioreactor designs. Within several minutes it can converge to robust, accurate growth rate estimates. This is particularly useful for directed evolution experiments or studies on metabolic challenges, as it allows direct monitoring of the population fitness.
url http://europepmc.org/articles/PMC5529016?pdf=render
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