Title :
Analysis of electromechanical modes using multichannel Yule-Walker estimation of a multivariate autoregressive model
Author :
Seppanen, Janne M. ; Turunen, Jari ; Haarla, Liisa C. ; Koivisto, Matti ; Kishor, Nand
Author_Institution :
Fingrid, Helsinki, Finland
Abstract :
Stability of power systems can be analyzed by monitoring the electromechanical oscillatory modes. This paper investigates the use of multichannel Yule-Walker (YW) estimation of a multivariate autoregressive model (MAR) for the measurement based modal analysis of power systems. The proposed YW-MAR method utilizes data that are simultaneously measured through a wide area monitoring system (WAMS). The performance of the method is analyzed by applying it to data generated with the New England test system. The results indicate that the frequencies and the damping ratios of electromechanical oscillatory modes can be accurately analyzed by using the YW-MAR method and the method is not significantly affected by measurement noise or losing a measurement signal.
Keywords :
autoregressive processes; modal analysis; power system measurement; power system stability; New England test system; WAMS; YW-MAR method; damping ratios; electromechanical mode analysis; electromechanical oscillatory mode monitoring; electromechanical oscillatory modes; measurement noise; measurement signal; measurement-based modal analysis; multichannel YW estimation; multichannel Yule-Walker estimation; multivariate autoregressive model; power system stability; wide area monitoring system; Analytical models; Damping; Frequency estimation; Mathematical model; Noise measurement; Power measurement; Electromechanical oscillation; Yule-Walker equations; multivariate analysis; power system stability; wide area monitoring;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695272