• DocumentCode
    2098339
  • Title

    A simulation-based health monitoring system test-bed for an electrical power distribution system

  • Author

    Khan, Faisal ; Antonios Tsourdos, Tarapong Sreenuch ; Orfali, Wasim A

  • Author_Institution
    Integrated Vehicle Health Management Centre Cranfield University, College Road Cranfield, Bedfordshire, UK
  • fYear
    2015
  • fDate
    22-25 June 2015
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this paper, we describe a simulation based health monitoring system test-bed for an electrical power distribution system developed at the Integrated Vehicle Health Management Centre, Cranfield University. The purpose of the test-bed is to provide a technology neutral basis for implementing and evaluation diagnostic systems and software architecture in support the condition based maintenance process. The paper describes real-time system architecture and concept of operations for the electrical power system test-bed. The four main components in the real-time test-bed are the electrical power system simulation model, fault insertion unit, health monitoring data processing an user interface. In this paper, we adopted a component based modelling paradigm for the implementation of the virtual electrical power system. All of the fault injections are currently implemented via software. The fault insertion unit allows for the repeatable injection of faults into the system. The qualitative/discrete model-based diagnostic reasoning approach is applied to the health monitoring process of the test-bed. The finite/discrete nature of the reasoning engine allows efficient and fast execution time in the diagnostic process. The experimental results show the health monitoring system is able to produce realtime performance and correct diagnostic assessments.
  • Keywords
    Cognition; Computer architecture; Data models; Maintenance engineering; Mathematical model; Monitoring; Power systems; Fault diagnosis; Finite state machines; Power system simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Prognostics and Health Management (PHM), 2015 IEEE Conference on
  • Conference_Location
    Austin, TX, USA
  • Type

    conf

  • DOI
    10.1109/ICPHM.2015.7245039
  • Filename
    7245039