• DocumentCode
    3609447
  • Title

    Fast curve fitting algorithm for parameter evaluation in lightning impulse test technique

  • Author

    Pattanadech, Norasage ; Yutthagowith, Peerawut

  • Author_Institution
    Fac. of Eng., King Mongkut´s Inst. of Technol., Bangkok, Thailand
  • Volume
    22
  • Issue
    5
  • fYear
    2015
  • fDate
    10/1/2015 12:00:00 AM
  • Firstpage
    2931
  • Lastpage
    2936
  • Abstract
    This paper proposes a fast curve fitting technique for the evaluation of the base curve of lightning impulse voltage and current. The proposed method is based on the waveform parameter estimation employing a numerical integration and linear least square method. This method is derived from an ordinary differential equation. The proposed algorithm is able to fit the base curve of lightning impulse voltage and current. The formula of the base curve is in the complex form of two exponential functions. The proposed form is superior to the conventional real exponential form, since it can be rewritten in a real conventional form used for fitting the impulse voltage or in a damped/undamped sinusoidal form with phase shift for fitting the impulse current. The decomposition base curve procedure was tested with some impulse voltage and current waveforms collected from the test data generator attached with IEC 61083- 2 (2013). The waveform parameters evaluated by the proposed method are compared with those recommended by the standards. The proposed method shows the better performance in computation time than the conventional method recommended by the standards. Due to no requirement of iteration in the proposed curve fitting method, the computation time is much shorter than the conventional iterative method. Moreover, the utilization of the established method does not allow the recorded impulse waveform distortion. Besides, the developed algorithm technique can be done easily with markedly accuracy and noise immunity. For the aforementioned reasons, there is no doubt that the proposed technique is a superior one for impulse parameter evaluation.
  • Keywords
    IEC standards; curve fitting; insulation; integration; least squares approximations; lightning; IEC 61083-2; data generator; decomposition base curve procedure; fast curve fitting algorithm; lightning impulse test technique; linear least square method; numerical integration; ordinary differential equation; parameter evaluation; waveform parameter estimation; Curve fitting; Fitting; Lightning; Mathematical model; Oscillators; Oscilloscopes; Standards; Curve fitting; lightning impulse voltage; lightning impulsecurrent; two complex exponential functions;
  • fLanguage
    English
  • Journal_Title
    Dielectrics and Electrical Insulation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1070-9878
  • Type

    jour

  • DOI
    10.1109/TDEI.2015.005165
  • Filename
    7311074