• DocumentCode
    3121998
  • Title

    Volterra model inversion using restored input feedback Application to an anaerobic digestor

  • Author

    Bibes, G. ; Ouvrard, R. ; Coirault, P. ; Trigeassou, J.C.

  • Author_Institution
    Laboratoire d´´Automatique et d´´Informatique Industrielle, ESIP, Université de Poitiers, 40 Av.du Recteur Pineau 86022 Poitiers FRANCE. email: guillaume.bibes@etu.univ-poitiers.fr
  • fYear
    2005
  • fDate
    12-15 Dec. 2005
  • Firstpage
    5558
  • Lastpage
    5563
  • Abstract
    This paper presents a way to obtain Volterra model inversion. A Volterra series expansion truncated to its first terms is used to represent a nonlinear system. An expansion of Volterra kernels on transfer functions is presented in order to obtain a more parsimonious model than the one expanded on generalized function bases. An inversion method is then proposed in order to restore Volterra model input from its output. At last, this method is experimentally validated in the case of a continuous anaerobic digestor.
  • Keywords
    Biological system modeling; Biological systems; Feedback; Inverse problems; Kernel; Neural networks; Nonlinear systems; Particle measurements; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
  • Print_ISBN
    0-7803-9567-0
  • Type

    conf

  • DOI
    10.1109/CDC.2005.1583047
  • Filename
    1583047