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  • Tento příspěvek se zabývá použitím metod umělé inteligence, konkrétně evolučního algoritmu SOMA, pro staticckou optimalizaci chemického reaktoru za účelem zlepšení jeho chování v nekontrolovatelném stavu a prediktivní řízení. Z důležitosti tohoto problému zvyšuje dohromady s rostoucím požadavkem na speciální produkty vyrobené v reaktoru. Optimalizace byly realizovány několika způsoby, každý pro jinou množinu parametrů reaktoru nebo jiné účelové funkce. Polsední optimalizace daly nejlepší řešení, které zvýší výkon reaktoru. Všechny důležité výsledky každé optimalizace jsou rozebírány průběžně a také na konci každé kapitoly. Optimalizovaný reaktor byl použitý na simulace prediktivního řízení evolučními algoritmy a bylo dosaženo dobrých výsledků. (cs)
  • This work deals with using of method of artificial intelligence, concretely evolutionary algorithm SOMA, for static optimization of chemical batch reactor for the purpose of improvement its behavior in uncontrolled state and predictive control. The importance of this problem increases together with growing demand for special products made in batch reactors. The optimizations were realized in several ways, each of one for another set of reactor's parameters or another cost function. The last optimization gave the best solution, which increased performance of reactor. All important results of each optimization are discussed continuously and at the end of whole chapter too. Optimized reactor was used for simulation of predictive control by the evolutionary algorithms and fine results were achieved.
  • This work deals with using of method of artificial intelligence, concretely evolutionary algorithm SOMA, for static optimization of chemical batch reactor for the purpose of improvement its behavior in uncontrolled state and predictive control. The importance of this problem increases together with growing demand for special products made in batch reactors. The optimizations were realized in several ways, each of one for another set of reactor's parameters or another cost function. The last optimization gave the best solution, which increased performance of reactor. All important results of each optimization are discussed continuously and at the end of whole chapter too. Optimized reactor was used for simulation of predictive control by the evolutionary algorithms and fine results were achieved. (en)
Title
  • Optimization and Control of Batch Reactor by Evolutionary Algorithms
  • Optimization and Control of Batch Reactor by Evolutionary Algorithms (en)
  • Optimalizace a řízení reaktoru evolučními algoritmy (cs)
skos:prefLabel
  • Optimization and Control of Batch Reactor by Evolutionary Algorithms
  • Optimization and Control of Batch Reactor by Evolutionary Algorithms (en)
  • Optimalizace a řízení reaktoru evolučními algoritmy (cs)
skos:notation
  • RIV/70883521:28110/05:63504171!RIV06-MSM-28110___
http://linked.open.../vavai/riv/strany
  • 59-65
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/03/0070), Z(MSM 265200014)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 534874
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28110/05:63504171
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • batch reactor; evolutionary algorithms; optimisation; SOMA (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [6AA3088DB7A3]
http://linked.open...v/mistoKonaniAkce
  • Lotyšská republika
http://linked.open...i/riv/mistoVydani
  • Riga
http://linked.open...i/riv/nazevZdroje
  • European Simulation Multiconference 2005
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šenkeřík, Roman
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • ESM
https://schema.org/isbn
  • 1-84233-112-4
http://localhost/t...ganizacniJednotka
  • 28110
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