Title :
Analysis of the semi-parametric spectral estimation problem for power systems
Author :
Jordaan, J.A. ; van Wyk, M.A. ; van Wyk, B.J.
Author_Institution :
Tshwane Univ. of Technol., Tshwane
Abstract :
This paper shows an analysis of a fast solution method for the system of linear equations encountered in the semi-parametric spectral estimation problem. Spectral analysis forms the basis of a major part of signal processing applications typically used for tracking and distinguishing signals of interest, and for estimating dominant harmonics in signals. Power utility companies uses spectral analysis in analysing signals recorded from the power system. The signals recorded during power system disturbances could be analysed to determine the characteristics of the disturbance. The test results show that an increase in the order of the local polynomial filter used in the semi- parametric method affects the condition number of the coefficient matrix, and this results in an inaccurate solution.
Keywords :
filtering theory; matrix algebra; power system faults; power system harmonics; power system parameter estimation; signal processing; spectral analysis; coefficient matrix; harmonic estimation; linear equations; local polynomial filter; power system disturbance; power utility companies; semi parametric spectral estimation problem; signal processing; signal tracking; spectral analysis; Africa; Automatic control; Filters; Polynomials; Power system analysis computing; Power system faults; Power system harmonics; Signal analysis; Signal processing; Spectral analysis;
Conference_Titel :
AFRICON 2007
Conference_Location :
Windhoek
Print_ISBN :
978-1-4244-0986-0
Electronic_ISBN :
978-1-4244-0987-7
DOI :
10.1109/AFRCON.2007.4401620