DocumentCode
3213685
Title
Extracting steady state values from phasor measurement unit data using FIR and median filters
Author
Tate, Joseph Euzebe ; Overbye, Thomas J.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON
fYear
2009
fDate
15-18 March 2009
Firstpage
1
Lastpage
8
Abstract
With the increased penetration of phasor measurement units (PMUs) within the power grid, there is a clear need for understanding the different filtering techniques which can be used to convert raw measurements into usable data. Because of the high sampling rate of PMUs, there are relatively high frequency components present in PMU signals when compared to traditional power system measurements. These components, which can range from 0.1 Hz to half the PMU sampling frequency, must be filtered out before the data can be used with steady state analysis techniques. This paper compares the performance of two different means of filtering out this higher frequency data - FIR filtering and median filtering. Several metrics are defined to quantify the behavior of these filters with a particular emphasis on handling measurements before and after system events. Results are presented based on both real and simulated PMU data. Based on these tests, observations regarding the advantages and disadvantages of the two filter types are discussed.
Keywords
FIR filters; power filters; power system measurement; FIR filters; median filters; phasor measurement unit data; power grid; power system measurements; steady state analysis techniques; Data mining; Filtering; Finite impulse response filter; Frequency; Phasor measurement units; Power grids; Power measurement; Power system measurements; Sampling methods; Steady-state; FIR digital filters; Median filters; nonlinear filters; phasor measurement units; power system measurements; power systems; signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Systems Conference and Exposition, 2009. PSCE '09. IEEE/PES
Conference_Location
Seattle, WA
Print_ISBN
978-1-4244-3810-5
Electronic_ISBN
978-1-4244-3811-2
Type
conf
DOI
10.1109/PSCE.2009.4839942
Filename
4839942
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