• DocumentCode
    2772574
  • Title

    Application of functional state modelling approach for yeast Sacharomyces cerevisiae fed-batch fermentation modelling

  • Author

    Vilums, Sandis ; Kozlinskis, Emils ; Brusbardis, Valters

  • Author_Institution
    Biosyst. Group, Latvia Univ. of Agric., Jelgava, Latvia
  • fYear
    2012
  • fDate
    17-19 Oct. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Continuous estimation of bioprocess state during yeast fed-batch fermentation requires using accurate mathematical model and parameters that can describe the actual state of the yeast growth during fermentation. Application of functional state modelling approach for the yeast Saccharomyces cerevisiae fed-batch fermentations is presented. The main advantage of the modelling approach over global model with complex structure is that the parameters of each local model can be estimated separately from the other local model parameters. Moreover, this approach makes it easier to perform model simulation and parameter estimation compared with the complex global model. Obtained experimental data from yeast fed-batch fermentations show sufficiently good match with the curves simulated using functional state fermentation model.
  • Keywords
    batch processing (industrial); biotechnology; cellular biophysics; fermentation; microorganisms; parameter estimation; state estimation; continuous bioprocess state estimation; functional state modelling approach; local model estimation; mathematical model; model simulation; parameter estimation; yeast Sacharomyces cerevisiae fed-batch fermentation modelling; yeast growth; Biological system modeling; Biomass; Data models; Ethanol; Mathematical model; Substrates; Sugar; Bioprocess modelling; fed-batch fermentation; parameter estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
  • Conference_Location
    Tbilisi
  • Print_ISBN
    978-1-4673-1739-9
  • Type

    conf

  • DOI
    10.1109/ICAICT.2012.6398487
  • Filename
    6398487