• DocumentCode
    68128
  • Title

    A "plug and play" computationally efficient approach for control design of large-scale nonlinear systems using cosimulation: a combination of two "ingredients"

  • Author

    Baldi, Simone ; Michailidis, Iakovos ; Kosmatopoulos, Elias B. ; Ioannou, Petros A.

  • Volume
    34
  • Issue
    5
  • fYear
    2014
  • fDate
    Oct. 2014
  • Firstpage
    56
  • Lastpage
    71
  • Abstract
    This article describes a computationally efficient simulation-based control design approach that has the capability of handling optimization problems arising from large-scale nonlinear systems, with fast convergence properties and low computational requirements. The purpose of this article is to describe the main features of the PCAO algorithm, analyze its convergence and stability properties, and demonstrate its efficiency using simulations of two large-scale, real-life systems (a traffic network and an energy-efficient building) for which conventional optimization techniques fail to provide an efficient simulation-based control design.
  • Keywords
    control system synthesis; large-scale systems; nonlinear control systems; simulation; stability; LSS; PCAO algorithm; cosimulation; cost function; energy-efficient building; large-scale nonlinear systems; large-scale systems; plug-and-play approach; simulation-based control design; stability properties; traffic network; Algorithm design and analysis; Computer applications; Control design; Large-scale systems; Mathematical model; Optimization;
  • fLanguage
    English
  • Journal_Title
    Control Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1066-033X
  • Type

    jour

  • DOI
    10.1109/MCS.2014.2333272
  • Filename
    6898079