• DocumentCode
    245345
  • Title

    An Algorithm for Fractional Order System Identification

  • Author

    Xixiao Liu ; Guishu Liang

  • Author_Institution
    Hebei Provincial Key Lab. of Power Transm. Equip. Security Defense, North China Electr. Power Univ., Baoding, China
  • fYear
    2014
  • fDate
    19-21 Dec. 2014
  • Firstpage
    66
  • Lastpage
    71
  • Abstract
    In this paper, a new algorithm for fractional order system identification is set up. We study the structure of vector fitting and give a decomposition through the computational instance. In the vector fitting method, we use the complex least-square method to instead least-square method when calculating the residues and dealing with the errors based on vector fitting. And the rational fractional function has been extended from integer field to fractional domain. For validity, a comparison between the original and the present method is conducted.
  • Keywords
    identification; vectors; complex least-square method; computational instance; fractional order system identification; integer field; rational fractional function; vector fitting; Circuit stability; Fitting; Least squares methods; Stability criteria; System identification; Vectors; complex least-square method; fractional order system; fractional vector fitting; parameter identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Engineering (CSE), 2014 IEEE 17th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4799-7980-6
  • Type

    conf

  • DOI
    10.1109/CSE.2014.46
  • Filename
    7023557