• DocumentCode
    581867
  • Title

    Subspace-based identification for fractional order time delay systems

  • Author

    Zhuting, Zhu ; Zeng, Liao ; Shu, Liang ; Cheng, Peng ; Yong, Wang

  • Author_Institution
    Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
  • fYear
    2012
  • fDate
    25-27 July 2012
  • Firstpage
    2019
  • Lastpage
    2023
  • Abstract
    In this paper, fractional order time delay systems time domain identification problem is discussed. An identification algorithm which combines the subspace method and simulated annealing algorithm is presented. The fractional differential order and time delay parameters are determined by using simulated annealing algorithm. In the case that fractional differential order and time delay parameters are fixed, the state space model of fractional order time delay system is determined by using subspace identification method in time domain. The algorithm is effectively suppress the random noise during identification process. The numerical simulation validates the algorithm.
  • Keywords
    delay systems; numerical analysis; parameter estimation; random noise; simulated annealing; state-space methods; time-domain analysis; fractional differential order parameter determination; fractional order time delay systems; identification algorithm; numerical simulation; random noise; simulated annealing algorithm; state space model; subspace identification method; time delay parameter determination; time domain identification problem; Delay effects; Frequency domain analysis; Instruments; Noise; Numerical models; Simulated annealing; Time domain analysis; fractional order time delay systems; simulated annealing; subspace method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2012 31st Chinese
  • Conference_Location
    Hefei
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4673-2581-3
  • Type

    conf

  • Filename
    6390256