• DocumentCode
    3572841
  • Title

    Networked Predictive Fuzzy Control systems with random time delay in the forward channel

  • Author

    Shiwen Tong ; Dianwei Qian ; Junjie Ren ; Yuan Li ; Hongxing Li

  • Author_Institution
    Coll. of Autom., Beijing Union Univ., Beijing, China
  • fYear
    2014
  • Firstpage
    2042
  • Lastpage
    2046
  • Abstract
    This paper presents a novel Networked Predictive Fuzzy Control (NPFC) framework to deal with the random delays existed in the forward communication channel. It uses the error between the reference and the predictive outputs from a model predictor and the change of error as two input variables of a fuzzy controller. Thus a series of future control actions are generated. These control actions can be transmitted from the controller side to the plant side with the form of data packet and stored in the buffer of the plant side. By selecting the appropriated control sequence, the random network delays are compensated. The simulative results demonstrate that the proposed method can obtain similar performance with the local PID control at the same case of rising time.
  • Keywords
    delays; fuzzy control; networked control systems; predictive control; telecommunication channels; three-term control; NPFC framework; data packet; error change; forward communication channel; local PID control; model predictor; networked predictive fuzzy control systems; random time delay; Control systems; Delay effects; Delays; Educational institutions; Fuzzy control; Predictive models; Real-time systems; Delay Compensation; Fuzzy Control; Model Prediction; Networked Control; Random Time Delay;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2014 11th World Congress on
  • Type

    conf

  • DOI
    10.1109/WCICA.2014.7053036
  • Filename
    7053036