Data-driven Transient Stability Assessment Based on Kernel Regression and Distance Metric Learning

Transient stability assessment (TSA) is of great importance in power systems. For a given contingency, one of the most widely-used transient stability indices is the critical clearing time (CCT), which is a function of the pre-fault power flow. TSA can be regarded as the fitting of this function wit...

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Bibliographic Details
Main Authors: Xianzhuang Liu, Yong Min, Lei Chen, Xiaohua Zhang, Changyou Feng
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9106882/