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