DocumentCode :
735716
Title :
Real-time identification of coherent generator groups
Author :
Demetriou, Panayiotis ; Hadjidemetriou, Lenos ; Kyriacou, Alexis ; Kyriakides, Elias ; Panayiotou, Christos
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Cyprus, Nicosia, Cyprus
fYear :
2015
fDate :
June 29 2015-July 2 2015
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a two-step approach for defining coherent generators in disturbed power systems based on the similarity among their inter-area oscillations and swing curves. In the first step, an online visualization of the generator swing curves is performed by extracting time domain solutions of the swing equation using PMU measurements. In the second step, the similarity between each pair of the generator swing curves is examined based on an intraclass correlation analysis. The pairwise similarity coefficients obtained are served as edge´s weights to a fully connected graph. The grouping of the coherent generators is completed through a graph minimization algorithm. The proposed methodology is applied to the 39-Bus New England System and coherent generators are obtained for different operating points to provide a more accurate and realistic grouping.
Keywords :
correlation methods; distributed power generation; phasor measurement; PMU measurements; coherent generator groups; disturbed power systems; fully connected graph; generator swing curves; graph minimization algorithm; interarea oscillations; intraclass correlation analysis; pairwise similarity coefficients; real-time identification; swing equation; Complexity theory; Generators; Phasor measurement units; Power system stability; Real-time systems; Rotors; Time-domain analysis; Coherency identification; generator swing curves; intraclass correlation analysis; real-time control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven
Type :
conf
DOI :
10.1109/PTC.2015.7232619
Filename :
7232619
Link To Document :
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