A multi-task transient stability assessment method adapted to topology changes using multi-graph sample and aggregate-attention network

A multi-task transient stability assessment method adapted to topology changes using multi-graph sample and aggregate-attention network

Transient stability assessment (TSA) plays a pivotal role in guiding power grid risk control strategies. However, it faces challenges when dealing with complex multi-graph inputs generated by pre-fault, fault occurrence, and post-fault states. Meanwhile, most previous research studies neglected the...

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Bibliographic Details
Main Authors: Lingxiang Huang, Kun Dong, Jianfeng Zhao, Kangli Liu, Cheng Jin, Xirui Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Energy Research
Subjects:
multi-task transient stability assessment
quantified transient stability risk index
transient stability boundary
topological change
multi-graph sample and aggregate-attention network
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1321998/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1321998/full

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