• DocumentCode
    650001
  • Title

    Fault isolation based in Structural Analysis and EWMA of the set DFIG/Back-to-Back converter of a Wind Energy Conversion System

  • Author

    Mina, J. ; Perez, Roxana

  • Author_Institution
    Nat. Center of Res. & Technol. Dev. (CENIDET), Cuernavaca, Mexico
  • fYear
    2013
  • fDate
    Sept. 30 2013-Oct. 4 2013
  • Firstpage
    75
  • Lastpage
    80
  • Abstract
    This paper proposes a fault isolation system for the set Double Feed Induction Generator (DFIG)/Back-to-Back converter of an off-grid Wind Energy Conversion System (WECS). An a priori task is the fault diagnosability analysis of the system by means of Structural Analysis (SA), from which the redundant information is extracted - analytical redundant relations (ARR´s). The residual generators for the isolation system make use of the ARR´s and the explicit analytical equations of the system. Given that the system is based on a power electronic converter, the input signals to the residual generators are switched signals, which yield a bad performance of the ARR´s. In order to enhance the performance and sensitivity of residuals under faulty conditions, an exponentially weighted moving average (EWMA) strategy is used on the raw residuals obtained from the ARR´s. 26 faults are considered in the diagnosability analysis same which are tested on a WECS simulator created on Simulink/MatLab.
  • Keywords
    asynchronous generators; fault diagnosis; moving average processes; power convertors; wind power plants; DFIG; EWMA; MatLab; Simulink; WECS simulator; analytical redundant relations; back-to-back converter; double feed induction generator; exponentially weighted moving average strategy; fault diagnosability analysis; fault isolation; faulty conditions; isolation system; off-grid wind energy conversion system; power electronic converter; residual generators; structural analysis; switched signals; Back-to-Back Converter; Double Feed Induction Generator (DFIG); EWMA; Fault Isolation; Structural Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering, Computing Science and Automatic Control (CCE), 2013 10th International Conference on
  • Conference_Location
    Mexico City
  • Print_ISBN
    978-1-4799-1460-9
  • Type

    conf

  • DOI
    10.1109/ICEEE.2013.6676032
  • Filename
    6676032