Time-Adaptive Transient Stability Assessment Based on the Gating Spatiotemporal Graph Neural Network and Gated Recurrent Unit

Time-Adaptive Transient Stability Assessment Based on the Gating Spatiotemporal Graph Neural Network and Gated Recurrent Unit

With the continuous expansion of the UHV AC/DC interconnection scale, online, high-precision, and fast transient stability assessment (TSA) is very important for the safe operation of power grids. In this study, a transient stability assessment method based on the gating spatiotemporal graph neural...

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Bibliographic Details
Main Authors: Jianfeng Liu, Chenxi Yao, Lele Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Energy Research
Subjects:
transient stability assessment
gating spatiotemporal graph neural network
data visualization
K-nearest neighbor
gated recurrent unit
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.885673/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.885673/full

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