• DocumentCode
    2323821
  • Title

    Parameter Identification and Adaptive Predictive Control of Time-Varying Delay Systems

  • Author

    Gao, Wei ; Ma, Guang-Fu ; Zhou, Miao-Lei ; Li, Yuan-Chun ; Li, Ying

  • Author_Institution
    College of Communication Engineering, Jilin University, Changchun 130025, China; School of Astronautics, Harbin Institute of Technology, Harbin 150001, China E-MAIL: mlzhougao@163.com
  • Volume
    1
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    609
  • Lastpage
    613
  • Abstract
    A new adaptive predictive control method based on delay parameter identification is proposed in this paper to control time-varying processes with dominant and variable delay. By minimizing the error between the process output and the process predictive model output, the variable delay parameter is identified. Then, a new directly regressive method is designed to gain the predictive output of the system. Based on those methods, an adaptive predictive control algorithm is derived. Simulation results have confirmed the effectiveness of the proposed method
  • Keywords
    Time-varying delay system; adaptive control; predictive control; time delay identification; Adaptive control; Adaptive systems; Delay systems; Design methodology; Parameter estimation; Predictive control; Predictive models; Process control; Programmable control; Time varying systems; Time-varying delay system; adaptive control; predictive control; time delay identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527016
  • Filename
    1527016