• DocumentCode
    3291638
  • Title

    Generalized reduction constraints for the global optimization of dynamic process networks using topological invariants

  • Author

    Wartmann, M.R. ; Heirung, T.A.N. ; Ruiz, J.P. ; Ydstie, B.E.

  • Author_Institution
    Dept. of Chem. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2010
  • fDate
    June 30 2010-July 2 2010
  • Firstpage
    2823
  • Lastpage
    2828
  • Abstract
    We describe a novel framework for the modeling and optimization of dynamic process networks based on network theory. Global optimization of nonlinear systems is investigated for dynamic flow problems. Tellegen´s Theorem, a topological invariant of process networks, plays a central role as generalized reduction constraint. In order to improve the computational efficiency of the spatial branch and bound methods for the solution of global optimization problems, we develop a systematic method to generate formulations which lead to tighter convex relaxations and improved numerical characteristics.
  • Keywords
    network theory (graphs); network topology; optimisation; Tellegen theorem; convex relaxation; dynamic process network; generalized reduction constraint; global optimization; network theory; topological invariant; Character generation; Computational efficiency; Constraint optimization; Constraint theory; Large-scale systems; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Optimization methods; Partial differential equations; dynamic optimization; generalized reduction constraints; global optimization; network theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2010
  • Conference_Location
    Baltimore, MD
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-7426-4
  • Type

    conf

  • DOI
    10.1109/ACC.2010.5531427
  • Filename
    5531427