Identification of Vulnerable Lines in Smart Grid Systems Based on Improved Agglomerative Hierarchical Clustering

Identification of Vulnerable Lines in Smart Grid Systems Based on Improved Agglomerative Hierarchical Clustering

The identification of vulnerable lines in smart grid systems is of great significance to increase the stability of the smart grid systems and reduce the occurrence of cascading fault blackouts. Inspired by the machine learning method, this study proposes a vulnerable line identification approach bas...

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Bibliographic Details
Main Authors: Liulin Yang, Chao Li
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Improved agglomerative hierarchical clustering
vulnerable lines
influencing factors
machine learning
principal component analysis (PCA)
smart grid systems
Online Access:https://ieeexplore.ieee.org/document/10041134/

Internet

https://ieeexplore.ieee.org/document/10041134/

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