• DocumentCode
    2811937
  • Title

    Intelligent adaptive control of forces in milling processes

  • Author

    Rubio, L. ; de la Sen, M. ; Bilbao-Guillerma, A.

  • Author_Institution
    Univ. del Pais Vasco, Leioa
  • fYear
    2007
  • fDate
    27-29 June 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Intelligent schedules has gained attention in manufacture environments due to increase competence. In this paper an intelligent adaptive discrete control is applied to a practical milling system in order to minimize process malfunctions. Two hierarchical supervisory levels compose the control: tuning and switching. The continuous unknown milling transfer function is discretized under a set of fractional order hold of correcting gains beta epsi [-1,1] (beta-FROH) running in parallel. Each discrete plant parameter is tuned with a recursive least square algorithm. The correcting gain beta of (beta-FROH )is switched within the given set in order to generate the optimal real control input to the plant through the minimization of a estimated error tracking performance index which evaluates the tracking error. The intelligent supervisory scheme chooses online the one with the smallest value has at each multiple of the residence time.
  • Keywords
    adaptive control; continuous systems; discrete systems; finishing; force control; hierarchical systems; intelligent control; least squares approximations; milling; optimal control; performance index; time-varying systems; transfer functions; adaptive control; continuous unknown milling transfer function discretization; control switching; control tuning; discrete control; error tracking; force control; hierarchical supervisory levels; intelligent control; manufacture environment; milling process; milling system; optimal control; performance index; process malfunction minimization; recursive least square algorithm; Adaptive control; Control systems; Error correction; Intelligent control; Job shop scheduling; Least squares methods; Manufacturing; Milling; Programmable control; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control & Automation, 2007. MED '07. Mediterranean Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-1281-5
  • Electronic_ISBN
    978-1-4244-1282-2
  • Type

    conf

  • DOI
    10.1109/MED.2007.4433842
  • Filename
    4433842