• DocumentCode
    115731
  • Title

    Fault Diagnosis and control-reconfiguration in Large-Scale Systems: a Plug-and-Play approach

  • Author

    Riverso, Stefano ; Boem, Francesca ; Ferrari-Trecate, Giancarlo ; Parisini, Thomas

  • Author_Institution
    Dipt. di Ing. Ind. e dell´Inf., Univ. degli Studi di Pavia, Pavia, Italy
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    4977
  • Lastpage
    4982
  • Abstract
    This paper deals with a novel Plug-and-Play (PnP) architecture for the control and monitoring of Large-Scale Systems (LSSs). The proposed approach integrates a distributed Model Predictive Control (MPC) strategy with a distributed Fault Detection (FD) methodology for a class of nonlinear LSS in a PnP framework. The basic concept is to use the FD scheme as an autonomous decision support system: once a fault is detected, the faulty subsystem can be unplugged to avoid the propagation of the fault in the interconnected LSS. Analogously, once the issue has been solved, the disconnected subsystem can be re-plugged-in. PnP design of local controllers and detectors allow these operations to be performed safely, i.e. without spoiling stability and constraint satisfaction for the whole LSS.
  • Keywords
    decision support systems; distributed control; fault diagnosis; interconnected systems; large-scale systems; nonlinear control systems; predictive control; FD methodology; PnP design; PnP framework; autonomous decision support system; control-reconfiguration; distributed MPC strategy; distributed fault detection; fault diagnosis; faulty subsystem; interconnected LSS; large-scale systems; model predictive control; nonlinear LSS; plug-and-play architecture; Algorithm design and analysis; Convergence; Fault detection; Nickel; Stability analysis; Uncertainty; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7040166
  • Filename
    7040166