• DocumentCode
    184154
  • Title

    Network design for distributed model-based fault detection and isolation

  • Author

    Rosich, Albert ; Voos, Holger ; Lin Pan

  • Author_Institution
    Interdiscipl. Centre for Security Reliability & Trust (SnT), Univ. of Luxembourg, Luxembourg, Luxembourg
  • fYear
    2014
  • fDate
    8-10 Oct. 2014
  • Firstpage
    1226
  • Lastpage
    1231
  • Abstract
    This paper addresses the design of the communication network topology of a distributed diagnosis system in order to improve the fault detection and isolation performances. Specifically, a binary integer liner programming (BILP) formulation is proposed to find the optimal combination of edges of a graph that leads to the best communication network in views of the distributed diagnosis system. The presented method is based on structural models where diagnosis properties can be easily obtained. In addition, the method is successfully applied on a four tank system as an illustrative example.
  • Keywords
    fault diagnosis; integer programming; linear programming; network theory (graphs); telecommunication network reliability; telecommunication network topology; BILP; binary integer liner programming; communication network topology design; distributed diagnosis system; distributed model-based fault detection; distributed model-based fault isolation; Analytical models; Equations; Fault detection; Mathematical model; Network topology; Optimization; Valves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications (CCA), 2014 IEEE Conference on
  • Conference_Location
    Juan Les Antibes
  • Type

    conf

  • DOI
    10.1109/CCA.2014.6981496
  • Filename
    6981496