ResNest-SVM-based method for identifying single-phase ground faults in active distribution networks

ResNest-SVM-based method for identifying single-phase ground faults in active distribution networks

Single-phase grounding fault is the most common fault type in the distribution network. An accurate and effective single-phase grounding fault identification method is a prerequisite for maintaining the safe and stable operation of the power grid. Most neutral points of the active distribution netwo...

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Bibliographic Details
Main Authors: Qingwen Lian, Xiang Luo, Dong Lin, Caihua Lin, Bingxi Chen, Ziyi Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Energy Research
Subjects:
active distribution network
zero-mode transient
single-phase grounding fault
distributed line selection
neural network
ResNest-SVM
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1501737/full
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