DocumentCode :
3665687
Title :
Using an on-line BSE technique for wide-area oscillations monitoring
Author :
J. J. Ayon;S. Narasimhan
Author_Institution :
Graduates Studies Program in Electrical Engineering, Cinvestav IPN, Zapopan, Mexico
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
1
Lastpage :
5
Abstract :
The dynamic behavior of large interconnected power systems can be provided by wide-area measurement systems. Motivated by this, the use of on-line techniques has been developed, as well as multivariate methods have been proposed to extract useful patterns from a large data set. In this paper, a multivariable technique to identify and extract dynamic patterns from simultaneously measured data is proposed. One dynamic pattern or a limited set of dynamic patterns can be sequentially extracted. The technique combines blind source extraction with a recursive least squares adaptive filter, which exploits the temporal structure of the measured signals. In order to show the applicability of the proposed methodology, a numerical simulation of a four-machine, two-area test system is carried out. Results indicate that the method has the ability to estimate modal responses and mode shapes.
Keywords :
"Power system dynamics","Oscillators","Correlation","Data mining","Shape","Power system stability"
Publisher :
ieee
Conference_Titel :
Power & Energy Society General Meeting, 2015 IEEE
ISSN :
1932-5517
Type :
conf
DOI :
10.1109/PESGM.2015.7286149
Filename :
7286149
Link To Document :
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