• DocumentCode
    1335920
  • Title

    Design and Implementation of a Predictive Control strategy based on an Industrial Controller

  • Author

    Torre, M. ; Granado, E.

  • Author_Institution
    Univ. Simon Bolivar, Caracas, Venezuela
  • Volume
    9
  • Issue
    5
  • fYear
    2011
  • Firstpage
    638
  • Lastpage
    643
  • Abstract
    This paper describes the design and implementation of a model-based predictive control strategy based on a commercial, high performance industrial controller, which hardware includes a FPGA device. The implemented algorithm is the result of a combination of conventional processor software and FPGA embedded software in a distributed fashion, to achieve lower computational time compared with conventional processor software only approach. The high computational load required by the predictive control strategy is performed into the FPGA, which acts as an accelerator of the conventional processor. All software is developed using a high-level graphics language, yielding a significant reduction on implementation times. The paper includes a numerical example which verifies the controller performance.
  • Keywords
    embedded systems; field programmable gate arrays; high level languages; industrial control; predictive control; FPGA device; FPGA embedded software; computational load; high-level graphics language; industrial controller; model-based predictive control strategy; processor software; Field programmable gate arrays; Hardware; Instruments; Predictive control; Predictive models; Quadratic programming; Software; Distributed algorithms; Electronic equipment; Field programmable gate arrays; Floating point arithmetic; Predictive control; Quadratic programming;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2011.6030970
  • Filename
    6030970