• DocumentCode
    3551250
  • Title

    Optimal actuator placement and model reduction for a class of parabolic partial differential equations using spatial H2 norm

  • Author

    Demetriou, Michael A. ; Armaou, Antonios

  • Author_Institution
    Dept. of Mech. Eng., Worcester Polytech. Inst., MA, USA
  • fYear
    2005
  • fDate
    8-10 June 2005
  • Firstpage
    4569
  • Abstract
    The present work focuses on the optimal, with respect to certain criteria, placement of control actuators for transport-reaction processes, mathematically modelled by linear parabolic partial differential equations. Using model decomposition to discretize the spatial coordinate, and the notions of spatial and modal controllability, the semi-infinite optimization problem is formulated as a nonlinear optimization problem in appropriate L2 spaces. The formulated problem is subsequently solved using standard search algorithms. The proposed method is successfully applied to a representative process, modelled by a one-dimensional parabolic PDE, where the optimal location of a single point actuator is computed.
  • Keywords
    actuators; controllability; optimal control; optimisation; parabolic equations; partial differential equations; search problems; PDE; computational scheme; control actuators; linear parabolic partial differential equation; modal controllability; model decomposition; model reduction; nonlinear optimization; optimal actuator placement; semiinfinite optimization; single point actuator; spatial H2 norm; spatial controllability; spatial coordinate; spatial norms; spillover effect; transport-reaction process; Control systems; Controllability; Eigenvalues and eigenfunctions; Hydraulic actuators; Mathematical model; Open loop systems; Optimal control; Partial differential equations; Reduced order systems; Riccati equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2005. Proceedings of the 2005
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-9098-9
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2005.1470716
  • Filename
    1470716