• DocumentCode
    2800308
  • Title

    A wavelet-based method to discriminate between inrush current and internal fault

  • Author

    Hong, Sng Yeow ; Qin, Wang

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    927
  • Abstract
    With the development of power systems, the content of the second harmonic current can be comparable to that produced in the inrush current. The conventionally used second harmonic current restrained method becomes unreliable for transformer protection. To obtain some new approaches on discrimination between inrush current and internal fault, transformer models with enough precision of computing inrush current and short-circuit current are firstly described. After that, Daubechies family wavelets are selected as a mother wavelet to analyze the inrush current and short-circuit current. The results show that the characteristics of inrush current are significantly different from those of short-circuit current. Based on the analyzing result, the back-propagation neural network is trained to discriminate the inrush current and short-circuit current. The training results presented in this paper show that wavelet based discrimination method is efficient with good performance and reliability
  • Keywords
    backpropagation; neural nets; power engineering computing; power transformers; short-circuit currents; wavelet transforms; Daubechies family wavelets; back-propagation neural network training; hysteresis loop; inrush current; internal fault; power systems; reliability; second harmonic current; short-circuit current; transformer protection; wavelet based discrimination method; wavelet-based method; Hysteresis; Inductance; Magnetic cores; Magnetic flux; Power system harmonics; Power system modeling; Power system protection; Surge protection; Transformer cores; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power System Technology, 2000. Proceedings. PowerCon 2000. International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-6338-8
  • Type

    conf

  • DOI
    10.1109/ICPST.2000.897145
  • Filename
    897145