Title :
Computation of spectral components in system with wind generation unit
Author :
Janik, P. ; Lobos, T. ; Rezmer, J. ; Schegner, P. ; Waclawek, Z.
Author_Institution :
Wroclaw Uniwersity of Technol., Wroclaw, Poland
Abstract :
Signal parameters estimation is an important prerequisite for assessment of power quality (PQ) indices. Nowadays, large amounts of measured data need to be automatically processed for appropriate and useful data mining in PQ. Especially, modern wind generators are often seen as sources of PQ disturbances, which should be constantly supervised. The authors propose an application of modified singular value decomposition (SVD) method for signal parameters estimation. Results of the proposed method are compared with broadly used Fourier transform. Additionally, results from Prony method are presented. A mechanical model of doubly fed induction generator (DFIG), operating in various conditions was chosen as a source of disturbed signals. Research results verify the usefulness of SVD based method.
Keywords :
asynchronous generators; power supply quality; power system measurement; signal processing; singular value decomposition; wind power plants; Prony method; disturbed signal; doubly fed induction generator; power quality index; signal parameter estimation; singular value decomposition method; spectral component computation; wind generation unit; Distortion measurement; Frequency; Induction generators; Parameter estimation; Power generation; Power harmonic filters; Power system harmonics; Singular value decomposition; Spectral analysis; Wind energy generation; Power Quality; Prony Method; SVD; interharmonics;
Conference_Titel :
PowerTech, 2009 IEEE Bucharest
Conference_Location :
Bucharest
Print_ISBN :
978-1-4244-2234-0
Electronic_ISBN :
978-1-4244-2235-7
DOI :
10.1109/PTC.2009.5282078