About: Modeling and Optimization of Microalgae Growth in Photobioreactors: A Multidisciplinary Problem

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Microalgae have the potential to be a major biofuel source in the future. Computational biology plays a key role in understanding biological processes within microalgae and optimizing biofuel production. Here, we present a multidisciplinary, multi-timescale modeling approach of microalgae growth in photobioreactors. Our modeling framework bridges biology (cell growth), physics (hydrodynamics and light distribution), and optimization together. This framework consists of (i) the state system (mass balance equations in form of advectiondiffusion- reaction PDEs), (ii) the fluid flow equations (the Navier-Stokes equations), and (iii) the optimization problem formulation. The modeling and optimization of microalgae growth in a Couette-Taylor reactor is presented to demonstrate this method. We show how the flashing light effect can be an intrinsic part of the model. Finally, we discuss further methodological integration with the metabolomic-transcriptomic kinetic model, which explains cellular concentrations of key metabolites in connection with cell growth. Microalgae have the potential to be a major biofuel source in the future. Computational biology plays a key role in understanding biological processes within microalgae and optimizing biofuel production. Here, we present a multidisciplinary, multi-timescale modeling approach of microalgae growth in photobioreactors. Our modeling framework bridges biology (cell growth), physics (hydrodynamics and light distribution), and optimization together. This framework consists of (i) the state system (mass balance equations in form of advectiondiffusion- reaction PDEs), (ii) the fluid flow equations (the Navier-Stokes equations), and (iii) the optimization problem formulation. The modeling and optimization of microalgae growth in a Couette-Taylor reactor is presented to demonstrate this method. We show how the flashing light effect can be an intrinsic part of the model. Finally, we discuss further methodological integration with the metabolomic-transcriptomic kinetic model, which explains cellular concentrations of key metabolites in connection with cell growth. (en)
Title	Modeling and Optimization of Microalgae Growth in Photobioreactors: A Multidisciplinary Problem Modeling and Optimization of Microalgae Growth in Photobioreactors: A Multidisciplinary Problem (en)
skos:prefLabel	Modeling and Optimization of Microalgae Growth in Photobioreactors: A Multidisciplinary Problem Modeling and Optimization of Microalgae Growth in Photobioreactors: A Multidisciplinary Problem (en)
skos:notation	RIV/67985556:_____/14:00440928!RIV15-AV0-67985556
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Rehák, Branislav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	29784
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/14:00440928
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Microalgae; photobioreactor; optimization; multiscale modeling; flashing light effect (en)
http://linked.open.../riv/klicoveSlovo	flashing light effect Microalgae multiscale modeling optimization photobioreactor
http://linked.open...ontrolniKodProRIV	[67C7DFA53AD6]
http://linked.open...v/mistoKonaniAkce	Florencie
http://linked.open...i/riv/mistoVydani	Cham
http://linked.open...i/riv/nazevZdroje	ISCS 2014: Interdisciplinary Symposium on Complex Systems
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Papáček, Š. Petera, K. Rehák, Branislav Jablonský, J. Matonoha, C.
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2014-09-15 (xsd:date)
issn	2194-7287
number of pages	10 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-319-10759-2_29
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-319-10758-5

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