scholarly journals A Correlation Analysis Method for Power Systems Based on Random Matrix Theory

2017 ◽  
Vol 8 (4) ◽  
pp. 1811-1820 ◽  
Author(s):  
Xinyi Xu ◽  
Xing He ◽  
Qian Ai ◽  
Robert Caiming Qiu
2008 ◽  
pp. 209-226 ◽  
Author(s):  
Markus Mller ◽  
Gerold Baier ◽  
Christian Rummel ◽  
Kaspar Schindler ◽  
Ulrich Stephani

2019 ◽  
Vol 95 ◽  
pp. 67-74 ◽  
Author(s):  
Qiuyan Zhang ◽  
Shaohua Wan ◽  
Bo Wang ◽  
David Wenzhong Gao ◽  
Hengrui Ma

Energies ◽  
2021 ◽  
Vol 14 (8) ◽  
pp. 2166
Author(s):  
Fujia Han ◽  
Phillip M. Ashton ◽  
Maozhen Li ◽  
Ioana Pisica ◽  
Gareth Taylor ◽  
...  

Increasing levels of complexity, due to growing volumes of renewable generation with an associated influx of power electronics, are placing increased demands on the reliable operation of modern power systems. Consequently, phasor measurement units (PMUs) are being rapidly deployed in order to further enhance situational awareness for power system operators. This paper presents a novel data-driven event detection approach based on random matrix theory (RMT) and Kalman filtering. A dynamic Kalman filtering technique is proposed to condition PMU data. Both simulated and real PMU data from the transmission system of Great Britain (GB) are utilized in order to validate the proposed event detection approach and the results show that the proposed approach is much more robust with regard to event detection when applied in practical situations.


2019 ◽  
Vol 11 (1) ◽  
pp. 01025-1-01025-5 ◽  
Author(s):  
N. A. Borodulya ◽  
◽  
R. O. Rezaev ◽  
S. G. Chistyakov ◽  
E. I. Smirnova ◽  
...  

Author(s):  
Jan W Dash ◽  
Xipei Yang ◽  
Mario Bondioli ◽  
Harvey J. Stein

Author(s):  
Oriol Bohigas ◽  
Hans A. Weidenmüller

An overview of the history of random matrix theory (RMT) is provided in this chapter. Starting from its inception, the authors sketch the history of RMT until about 1990, focusing their attention on the first four decades of RMT. Later developments are partially covered. In the past 20 years RMT has experienced rapid development and has expanded into a number of areas of physics and mathematics.


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