About: Gradient Method Optimization of Penicillin Production

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	A fermentation process is generally defined as a biological process containing the growth of the biomass (bacteria, yeasts) resulting from the consumption of essential substrate supplies (source of carbon, nitrogen, oxygen, etc.). The biomass growth is usually followed by the production of various products from which especially the variety of antibiotics makes the fermentation processes attractive for the industrial utilization. However, the complicated dynamics, high level of uncertainty and nonlinearity and difficult online measurement of the process variables come hand in hand with the attractivity and turn the attempts on optimal control of the fermentation process into a very delicate challenge. To tackle it, the theory of the gradient projection method has been partially adapted and fully implemented by the authors of this paper. Numerical experiments show its significantly better performance than for other known methods. Moreover, these experiments reveal an interesting superprofile visible for long cultivation times. A fermentation process is generally defined as a biological process containing the growth of the biomass (bacteria, yeasts) resulting from the consumption of essential substrate supplies (source of carbon, nitrogen, oxygen, etc.). The biomass growth is usually followed by the production of various products from which especially the variety of antibiotics makes the fermentation processes attractive for the industrial utilization. However, the complicated dynamics, high level of uncertainty and nonlinearity and difficult online measurement of the process variables come hand in hand with the attractivity and turn the attempts on optimal control of the fermentation process into a very delicate challenge. To tackle it, the theory of the gradient projection method has been partially adapted and fully implemented by the authors of this paper. Numerical experiments show its significantly better performance than for other known methods. Moreover, these experiments reveal an interesting superprofile visible for long cultivation times. (en)
Title	Gradient Method Optimization of Penicillin Production Gradient Method Optimization of Penicillin Production (en)
skos:prefLabel	Gradient Method Optimization of Penicillin Production Gradient Method Optimization of Penicillin Production (en)
skos:notation	RIV/67985556:_____/12:00377345!RIV13-AV0-67985556
http://linked.open...avai/predkladatel	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(GAP103/12/1794)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Čelikovský, Sergej
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	138355
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/12:00377345
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	fermentation process; penicillin; gradient method; optimization (en)
http://linked.open.../riv/klicoveSlovo	optimization fermentation process gradient method penicillin
http://linked.open...ontrolniKodProRIV	[BFE16B5FDE81]
http://linked.open...v/mistoKonaniAkce	Taiyuan
http://linked.open...i/riv/mistoVydani	Taiyuan
http://linked.open...i/riv/nazevZdroje	Proceedings of the 24th Chinese Control and Decision (2012 CCDC)
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Advanced methods for complex systems analysis and control.
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Čelikovský, Sergej Pčolka, M.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-05-23 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4577-2072-7
is http://linked.open...avai/riv/vysledek of	Gradient Method Optimization of Penicillin Production

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