• DocumentCode
    3099691
  • Title

    Improved self-tuning PID control based on pattern recognition

  • Author

    Su, Chengli ; Zhang, Guanghui ; Liu, Bin

  • Author_Institution
    Sch. of Inf. & Control Eng., Liaoning Shihua Univ., Fushun, China
  • Volume
    2
  • fYear
    2010
  • fDate
    18-19 Oct. 2010
  • Abstract
    To solve the shortcomings of traditional PID controller in dealing with disturbance rejection and robustness a new self-tuning PID-based algorithm for pattern recognition is proposed. In the algorithm, the parameter tuning rules of the PID controller are innovated, and the specific formula for setting the rules is put forward. In order to achieve the water tank level control algorithm in the application of laboratory, using OPC technology to achieve the MATLAB software and data configuration software MCGS real-time interaction. Experimental results show that the given tuning rules in MATLAB simulation and tank level control applications take the effect of good tuning. The control performance of the proposed self-tuning PID control method is superior to that of traditional PID method.
  • Keywords
    configuration management; direct digital control; level control; pattern recognition; robust control; self-adjusting systems; tanks (containers); three-term control; water storage; DDC control; MATLAB; MCGS; OPC technology; data configuration software; disturbance rejection; pattern recognition; robustness algorithm; self-tuning PID control; water tank level control; MATLAB; Process control; DDC control; expert setting rules; pattern recognition; self-tuning PID;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Networking and Automation (ICINA), 2010 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-8104-0
  • Electronic_ISBN
    978-1-4244-8106-4
  • Type

    conf

  • DOI
    10.1109/ICINA.2010.5636489
  • Filename
    5636489