Time Series-Analysis Based Engineering of High-Dimensional Wide-Area Stability Indices for Machine Learning

Time Series-Analysis Based Engineering of High-Dimensional Wide-Area Stability Indices for Machine Learning

Information representative of actual power system dynamics is usually buried in masses of phasor measurement unit (PMU) data. To take full advantage of these data in early anticipation of stability loss, we propose to implement the high dimensional stability index (HDSI). This method allows the extr...

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Bibliographic Details
Main Authors: Raoult Teukam Dabou, Innocent Kamwa, C. Y. Chung, Chuma Francis Mugombozi
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Stability signal responses
time-series classification
stability attributes
wide-area severity indices
fast Fourier transform
Welch method
Online Access:https://ieeexplore.ieee.org/document/9494352/

Internet

https://ieeexplore.ieee.org/document/9494352/

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