Title :
Harmonic Analysis Based on Kalman Filtering and Prony´s Method
Author :
Costa, F.F. ; Cardoso, A.J.M. ; Fernandes, Darlan A.
Author_Institution :
University of Coimbra, FCTUC/IT, Departament of Electrical and Computer Engineering, Polo II-Pinhal de Marrocos, P - 3030-290 Coimbra, Portugal. ffcosta@co.it.pt
Abstract :
This work proposes a technique for harmonic analysis in electrical power systems. Towards this end, a frequency estimator, the Prony´s method, has been matched to a Kalman filter. In the proposed technique, the sinusoid amplitudes of electrical power signals are estimated by the Kalman filter. The Kalman filter regressors are built up using the frequencies estimated by the Prony´s method. The technique have been tested to both synthetical and experimental signals.
Keywords :
Amplitude estimation; Equations; Filtering; Frequency estimation; Harmonic analysis; Harmonic distortion; Kalman filters; Power harmonic filters; Power system harmonics; Signal analysis; Harmonics; Kalman filtering; Prony´s method;
Conference_Titel :
Power Engineering, Energy and Electrical Drives, 2007. POWERENG 2007. International Conference on
Conference_Location :
Setubal, Portugal
Print_ISBN :
978-1-4244-0895-5
Electronic_ISBN :
978-1-4244-0895-5
DOI :
10.1109/POWERENG.2007.4380137