• DocumentCode
    2904369
  • Title

    A novel fuzzy cause-and-effect-networks based methodology for a distribution system´s fault diagnosis

  • Author

    Mustafa, M. ; El-Khattam, Walid ; Galal, Yasser

  • Author_Institution
    Arab Acad. for Sci. & Technol., Cairo, Egypt
  • fYear
    2013
  • fDate
    2-4 Oct. 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Distribution systems gained importance due to their proximity to huge numbers of consumers. Power distribution system operation is essential for consumers and equipment safety. In case of abnormal events, accurate and fast fault diagnosis (identifying fault´s location and type) is a vital issue to retrieve a sound distribution system´s operation. Thus, in this paper, a novel on-line distribution systems fault diagnosis methodology using fuzzy-cause-and-effect-networks (FCE-Nets) is presented. Both, a fault´s location and type are identified using simple matrix operations, Fuzzy logic data base, and if-then-rules. Two case studies are carried out to evaluate the proposed methodology. The obtained results are compared with two different methods: Expert System (ES) with Artificial Neural Networks (ANNs) and cause-and-effect-network (CE-NETs) to evaluate the proposed method. The comparison outcomes are discussed and conclusions are reported.
  • Keywords
    database management systems; fault location; fuzzy logic; fuzzy set theory; matrix algebra; power distribution faults; power engineering computing; ANN; ES; FCE-nets; artificial neural networks; consumers safety; equipment safety; expert system; fault diagnosis; fault location; fault type; fuzzy cause-and-effect-networks based methodology; fuzzy logic database; if-then-rules; matrix operations; power distribution system operation; Ions; Monitoring; Radio access networks; TV; Vectors; Fault diagnosis; Fault location; Fault type; Fuzzy logic; Fuzzy-cause-and-effect-networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electric Power and Energy Conversion Systems (EPECS), 2013 3rd International Conference on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-4799-0687-1
  • Type

    conf

  • DOI
    10.1109/EPECS.2013.6712986
  • Filename
    6712986