• DocumentCode
    2128246
  • Title

    From data to model: a guided tour

  • Author

    Ljung, Lennart

  • Author_Institution
    Linkoping Univ., Sweden
  • Volume
    1
  • fYear
    1994
  • fDate
    21-24 March 1994
  • Firstpage
    422
  • Abstract
    In this paper we give an overview and discussion of the basic steps of system identification. The four main ingredients of the process that takes us from observed data to a validated model are: (1) the data itself, (2) the set of candidate models, (3) the criterion of fit, and (4) the validation procedure. We discuss how these ingredients can be blended to a useful mix for model-building in practice.
  • Keywords
    identification; modelling; criterion of fit; model building; model validation procedure; observed data; system identification;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Control, 1994. Control '94. International Conference on
  • Conference_Location
    Coventry, UK
  • Print_ISBN
    0-85296-610-5
  • Type

    conf

  • DOI
    10.1049/cp:19940169
  • Filename
    327108
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2128246