Title :
Robust extended complex Kalman Filter applied to distorted power system signals for frequency estimation
Author :
Panigrahi, Rakhee ; Rauta, Sankarsan ; Panda, Prafulla Chandra
Author_Institution :
Electr. Eng. Dept., N.I.T, Rourkela, India
Abstract :
The design of an extended complex Kalman Filter for frequency estimation of distorted power system signals has been presented in this paper. The design principles and validity of the model have been outlined. In general abnormal data obtained from measurements may affect the accuracy of frequency estimation. Hence fast and accurate frequency estimation is necessary. For this reason, the proposed algorithm is employed to suppress the abnormalities. The results of frequency estimation for distorted signals using the proposed method are compared with extended complex kalman filter method and zero crossing method. Comparison of results reveals the superior performance of the former method.
Keywords :
Kalman filters; frequency estimation; power system measurement; distorted power system signals; frequency estimation; robust extended complex Kalman filter; zero crossing method; Distortion; Filtering algorithms; Frequency estimation; Frequency measurement; Pollution measurement; Power system measurements; Power system modeling; Power systems; Robustness; Signal processing algorithms; Distorted signals; extended complex kalman filter; frequency estimation; robust algorithm; zero crossing techniques;
Conference_Titel :
Power Systems, 2009. ICPS '09. International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4244-4330-7
Electronic_ISBN :
978-1-4244-4331-4
DOI :
10.1109/ICPWS.2009.5442752