Title :
Wide area phasor measurements based disturbance monitoring for line trip event
Author :
Gang Zheng ; Radman, Ghadir ; Wei Guan ; Shanshan Yang
Author_Institution :
Tennessee Tech Univ., Cookeville, TN, USA
Abstract :
To prevent succession of faults that may lead to blackouts and unstable system, fast and accurate detection of line trip events is critical. Existing algorithms are mainly depended on circuit breaker status report from supervisory control and data acquisition (SCADA) system, which operates at relatively low sample rate. The present paper concentrates on a nearly real-time wide-area line trip disturbance event monitoring approach based on synchrophasor measurements. The proposed algorithms are developed from coherence and correlation analysis of real-time synchrophasor data. The coherence analysis is used to detect line trip event. The correlation coefficients are the input of the K-means clustering to produce certain number of coherent groups. Event location estimation problem is formulated as finding the most likely group which has the largest initial swing. In addition, the analytical analysis of continuum model based simulation system in line trip disturbance condition is presented. The proposed line trip monitoring approach is demonstrated on continuum model based simulation system.
Keywords :
SCADA systems; circuit breakers; phasor measurement; SCADA system; circuit breaker status report; coherence analysis; correlation analysis; disturbance monitoring; event location estimation problem; k-means clustering; line trip event; supervisory control and data acquisition system; synchrophasor measurements; wide area phasor measurements; Educational institutions; Estimation; Manganese; Mathematical model; Monitoring; Power system dynamics; Transmission line measurements; Analytical solution; Fourier transform; K-means clustering; coherence analysis; continuum system model; line trip monitoring; wave equation;
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
DOI :
10.1109/PESMG.2013.6673053