Title :
Bootstrap-based hypothesis test for detecting sustained oscillations
Author :
M. Ghorbaniparvar;N. Zhou
Author_Institution :
Binghamton University, NY 13902, USA
fDate :
7/1/2015 12:00:00 AM
Abstract :
Sustained oscillations are one of major stability concerns of a power system operator. In order to take effective remedial reactions, it is preferred to detect sustained oscillations at their early stage. Previously, self-coherence spectra were used to detect sustained oscillations using phasor measurement unit (PMU) data. This paper proposes a hypothesis test using a bootstrap method to set up a threshold on the self-coherence spectra for detecting oscillations. Simulation data are used to evaluate the performance of this method. Case studies show that the proposed method can select a threshold with a predetermined false positive rate.
Keywords :
"Oscillators","Testing","Power systems","Phasor measurement units","Signal to noise ratio","Data models","Coherence"
Conference_Titel :
Power & Energy Society General Meeting, 2015 IEEE
DOI :
10.1109/PESGM.2015.7286196