• DocumentCode
    29062
  • Title

    Distributed Sensor Fault Diagnosis for a Network of Interconnected Cyberphysical Systems

  • Author

    Reppa, Vasso ; Polycarpou, Marios M. ; Panayiotou, Christos G.

  • Author_Institution
    Lab. of Signal & Syst. (L2S), Univ. Paris Sud, Gif-sur-Yvette, France
  • Volume
    2
  • Issue
    1
  • fYear
    2015
  • fDate
    Mar-15
  • Firstpage
    11
  • Lastpage
    23
  • Abstract
    This paper proposes a distributed methodology for detecting and isolating multiple sensor faults in interconnected cyberphysical systems. The distributed sensor fault detection and isolation process is conducted in the cybersuperstratum, in two levels. The first-level diagnosis is based on the design of monitoring agents, where every agent is dedicated to a corresponding interconnected subsystem. The monitoring agent is designed to isolate multiple sensor faults occurring in the sensor set of the physical part, while it is allowed to exchange information with its neighboring monitoring agents. The second-level diagnosis is realized by applying a global decision logic designed to isolate multiple sensor faults that may propagate in the cybersuperstratum through the exchange of information between monitoring agents. The decision-making process, executed in both levels of diagnosis, relies on a multiple sensor fault combinatorial logic and diagnostic reasoning. The performance of the proposed methodology is analyzed with respect to the sensor fault propagation effects and the distributed sensor fault detectability.
  • Keywords
    computerised monitoring; decision making; distributed sensors; embedded systems; fault diagnosis; interconnected systems; multi-agent systems; cyber superstratum; decision making process; diagnostic reasoning; distributed methodology; distributed sensor fault detectability; distributed sensor fault detection; distributed sensor fault diagnosis; distributed sensor fault isolation process; global decision logic; interconnected cyber-physical systems; monitoring agent; multiple sensor fault combinatorial logic; sensor fault propagation effects; Control systems; Fault detection; Monitoring; Observers; Robot sensing systems; Uncertainty; Vectors; ;
  • fLanguage
    English
  • Journal_Title
    Control of Network Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2325-5870
  • Type

    jour

  • DOI
    10.1109/TCNS.2014.2367362
  • Filename
    6948357