• DocumentCode
    398883
  • Title

    Nullor network diagnosis by using multilayer perceptron

  • Author

    Nenov, Georgi A. ; Sotirov, Sotir N. ; Nenova, Marina G.

  • Author_Institution
    Higher Sch. of Transp., Sofia, Bulgaria
  • Volume
    1
  • fYear
    2003
  • fDate
    22-24 Sept. 2003
  • Firstpage
    67
  • Abstract
    Nullor models of active devices are widely used for simulation of linear active networks. The fault arising of a passive network element causes definite changes of the value parameters (voltages and currents) of active elements - independent voltage and current sources and norators. These changes can be used as indicators for the fault diagnosis of the networks. In the paper, a method for evaluating of these values in or networks is proposed and the results are used for fault diagnosis of networks by using a multilayer perceptron. The investigation of an example network confirms the obtained theoretical results.
  • Keywords
    active networks; fault diagnosis; fault simulation; multilayer perceptrons; active devices; active elements; fault diagnosis; linear active network; multilayer perceptron; network simulation; or network diagnosis; passive network element; Circuit faults; Concrete; Electrical fault detection; Equations; Fault diagnosis; Multilayer perceptrons; Neural networks; Passive networks; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    EUROCON 2003. Computer as a Tool. The IEEE Region 8
  • Print_ISBN
    0-7803-7763-X
  • Type

    conf

  • DOI
    10.1109/EURCON.2003.1247980
  • Filename
    1247980