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
Link To Document :
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