• DocumentCode
    477487
  • Title

    A Simplified Algorithm for Dynamic Matrix Control with PID Structure

  • Author

    Ren, Ping ; Chen, Guang-Yi ; Pei, Hai-Long

  • Author_Institution
    Coll. of Autom. Sci. & Eng., South China Univ. of Technol., Guangzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    20-22 Oct. 2008
  • Firstpage
    279
  • Lastpage
    283
  • Abstract
    A dynamic matrix control with PID structure (PID-DMC) is derived by adding proportion, integral and differential structure to the conventional cost function. However the complicated inversion computation of higher dimensional matrix is involved in the PID-DMC and it restrains the on-line application. This paper is devoted to decreasing computational complexity by exploring its internal mechanism and puts forward a simplified algorithm, which softens the input signals by constraining the rolling optimization sequence of the controller. This simplified algorithm avoids complexities of calculating the matrix inversion and just needs to take the reciprocal of a number. The simulation results demonstrate the feasibility and effectiveness of this simplified algorithm.
  • Keywords
    computational complexity; matrix inversion; optimisation; predictive control; three-term control; PID structure; PID-DMC; complicated inversion computation; computational complexity; cost function; dynamic matrix control; higher dimensional matrix; matrix inversion; rolling optimization sequence; Automatic control; Automation; Cost function; Error correction; Heuristic algorithms; Pi control; Prediction algorithms; Predictive models; Proportional control; Three-term control; DMC; PID; Simplified Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3357-5
  • Type

    conf

  • DOI
    10.1109/ICICTA.2008.373
  • Filename
    4659489