• DocumentCode
    644051
  • Title

    Design of Rotor-side Controller Using Adaptive Time-frequency Method for DFIG Bearing Fault Detection

  • Author

    Korkua, Suratsavadee K.

  • Author_Institution
    Sch. of Eng. & Resources, Walailak Univ., Nakhon Si Thammarat, Thailand
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    201
  • Lastpage
    206
  • Abstract
    To ensure the reliable operation and power quality of wind power systems, the fault-tolerant control for DFIG is studied in this paper. Based on measured motor currents data, an adaptive statistical time-frequency method is then used to detect the fault occurrence in the system and then let the controller compensate for faulty conditions. The feature vectors including frequency components located in the neighborhood of the characteristic fault frequencies is first extracted and then used to estimate the next sampling stator side current in order to better perform the current control. Therefore, with early fault detection, isolation and successful reconfiguration would very beneficial in wind energy conversion system. The feasibility of this fault-tolerant controller has been proven by means of mathematical model and digital simulations based on Matlab/Simulink. The simulation results of the generator output show the effectiveness of this proposed fault-tolerant controller.
  • Keywords
    asynchronous generators; condition monitoring; design engineering; electric current control; fault tolerance; machine bearings; mathematics computing; statistical analysis; stators; time-frequency analysis; wind power plants; DFIG bearing fault detection; Matlab; Simulink; adaptive statistical time-frequency method; current control; design; doubly-fed induction generator; fault conditions; fault extraction; fault isolation; fault tolerant control; feature vectors; mathematical model; power quality; rotor-side controller; sampling; wind power systems; Equations; Fault tolerance; Fault tolerant systems; Mathematical model; Rotors; Stators; Wind turbines; Doubly-fed induction generator; monitoring; rotor side inverter; wind turbine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling Symposium (AMS), 2013 7th Asia
  • Conference_Location
    Hong Kong
  • Type

    conf

  • DOI
    10.1109/AMS.2013.36
  • Filename
    6664693